{
 "site": "https://rundown.quontiant.co.uk",
 "built": "2026-09-06",
 "window_days": 60,
 "summary": {
  "claims": 116,
  "briefs_with_table": 22,
  "briefs_without_table": [
   "2026-09-03-modern-wisdom-sinclair-fasting-clip",
   "2026-09-03-t-minus365-ai-rollout-4-stage-framework",
   "2026-09-03-t-minus365-copilot-frontier-early-access",
   "2026-08-30-diary-of-a-ceo-alex-hormozi-ai-business"
  ],
  "counts": {
   "contradicted": 6,
   "partial": 17,
   "unverified": 27,
   "confirmed": 66,
   "other": 0
  },
  "channels": [
   {
    "key": "jonathan-edwards",
    "name": "Jonathan Edwards",
    "lane": "work",
    "claims": 36,
    "counts": {
     "contradicted": 1,
     "partial": 6,
     "unverified": 5,
     "confirmed": 24,
     "other": 0
    },
    "briefs": 8,
    "url": "https://www.youtube.com/channel/UCsv09iEutfmPwHGm40og7dg",
    "checked": 31,
    "held": 77
   },
   {
    "key": "t-minus365",
    "name": "T-Minus365",
    "lane": "work",
    "claims": 30,
    "counts": {
     "contradicted": 1,
     "partial": 4,
     "unverified": 7,
     "confirmed": 18,
     "other": 0
    },
    "briefs": 5,
    "url": "https://www.youtube.com/channel/UCePaXDDk5kl3g7FcJ5gH5AQ",
    "checked": 23,
    "held": 78
   },
   {
    "key": "the-diary-of-a-ceo",
    "name": "The Diary Of A CEO",
    "lane": "self",
    "claims": 26,
    "counts": {
     "contradicted": 1,
     "partial": 2,
     "unverified": 7,
     "confirmed": 16,
     "other": 0
    },
    "briefs": 4,
    "url": "https://www.youtube.com/channel/UCGq-a57w-aPwyi3pW7XLiHw",
    "checked": 19,
    "held": 84
   },
   {
    "key": "dan-martell",
    "name": "Dan Martell",
    "lane": "self",
    "claims": 10,
    "counts": {
     "contradicted": 1,
     "partial": 1,
     "unverified": 4,
     "confirmed": 4,
     "other": 0
    },
    "briefs": 2,
    "url": "https://www.youtube.com/channel/UCA-mWX9CvCTVFWRMb9bKc9w",
    "checked": 6,
    "held": 67
   },
   {
    "key": "chris-williamson",
    "name": "Chris Williamson",
    "lane": "self",
    "claims": 9,
    "counts": {
     "contradicted": 1,
     "partial": 3,
     "unverified": 3,
     "confirmed": 2,
     "other": 0
    },
    "briefs": 2,
    "url": "https://www.youtube.com/channel/UCIaH-gZIVC432YRjNVvnyCA",
    "checked": 6,
    "held": 33
   },
   {
    "key": "alex-hormozi",
    "name": "Alex Hormozi",
    "lane": "",
    "claims": 5,
    "counts": {
     "contradicted": 1,
     "partial": 1,
     "unverified": 1,
     "confirmed": 2,
     "other": 0
    },
    "briefs": 1,
    "url": "",
    "checked": 4,
    "held": 50
   }
  ]
 },
 "claims": [
  {
   "id": "ded667f171",
   "date": "2026-09-06",
   "brief": "2026-09-06-jonathan-edwards-sspr-registered-methods",
   "brief_title": "Your SSPR Is About To Stop Working — Jonathan Edwards",
   "channel": "Jonathan Edwards",
   "channel_key": "jonathan-edwards",
   "channel_name": "Jonathan Edwards",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=zAQG_4wPaXE",
   "claim": "SSPR will stop accepting unregistered directory-sourced contact info (mobilePhone/businessPhone/otherMails)",
   "claim_md": "SSPR will stop accepting unregistered directory-sourced contact info (mobilePhone/businessPhone/otherMails)",
   "verdict": "Confirmed — the mechanism is real",
   "verdict_md": "**Confirmed** — the mechanism is real",
   "class": "confirmed",
   "checked_against": "Microsoft Learn: Prepopulate Contact Information for SSPR",
   "source_md": "[Microsoft Learn: Prepopulate Contact Information for SSPR](https://learn.microsoft.com/en-us/entra/identity/authentication/howto-sspr-authenticationdata)",
   "sources": [
    {
     "title": "Microsoft Learn: Prepopulate Contact Information for SSPR",
     "url": "https://learn.microsoft.com/en-us/entra/identity/authentication/howto-sspr-authenticationdata"
    }
   ]
  },
  {
   "id": "097dc64f5f",
   "date": "2026-09-06",
   "brief": "2026-09-06-jonathan-edwards-sspr-registered-methods",
   "brief_title": "Your SSPR Is About To Stop Working — Jonathan Edwards",
   "channel": "Jonathan Edwards",
   "channel_key": "jonathan-edwards",
   "channel_name": "Jonathan Edwards",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=zAQG_4wPaXE",
   "claim": "Enforcement date is 9 Nov 2026",
   "claim_md": "Enforcement date is 9 Nov 2026",
   "verdict": "Unconfirmed / contradicted. Three sources give three different pictures: an early MC1325414 archive gives campaign 6 Jul 2026 → enforcement 7 Sep 2026 (already superseded — that date is tomorrow relative to today and clearly didn't happen); a mirror of an updated MC1325414 gives campaign 5 Oct 2026 → enforcement 7 Nov 2026; the live Microsoft Learn page (updated 4 Aug 2026) states campaign nudges from 9 Nov 2026 and enforcement from 5 Oct 2026 — the opposite order, which reads like a documentation error since a nudge campaign following enforcement makes no operational sense. The one date all current sources agree on is 5 Oct 2026 appearing somewhere in the sequence.",
   "verdict_md": "**Unconfirmed / contradicted.** Three sources give three different pictures: an early MC1325414 archive gives campaign 6 Jul 2026 → enforcement 7 Sep 2026 (already superseded — that date is tomorrow relative to today and clearly didn't happen); a mirror of an updated MC1325414 gives campaign 5 Oct 2026 → enforcement 7 Nov 2026; the **live** Microsoft Learn page (updated 4 Aug 2026) states campaign nudges from **9 Nov 2026** and enforcement from **5 Oct 2026** — the opposite order, which reads like a documentation error since a nudge campaign following enforcement makes no operational sense. The one date all current sources agree on is **5 Oct 2026** appearing somewhere in the sequence.",
   "class": "contradicted",
   "checked_against": "mc.merill.net MC1325414, Microsoft Learn (live, updated 2026-08-04), m365admin.handsontek.net archive of original MC1325414",
   "source_md": "[mc.merill.net MC1325414](https://mc.merill.net/message/MC1325414), [Microsoft Learn (live, updated 2026-08-04)](https://learn.microsoft.com/en-us/entra/identity/authentication/howto-sspr-authenticationdata), [m365admin.handsontek.net archive of original MC1325414](https://m365admin.handsontek.net/microsoft-entra-id-sspr-will-require-registered-authentication-methods-starting-september-7-2026/)",
   "sources": [
    {
     "title": "mc.merill.net MC1325414",
     "url": "https://mc.merill.net/message/MC1325414"
    },
    {
     "title": "Microsoft Learn (live, updated 2026-08-04)",
     "url": "https://learn.microsoft.com/en-us/entra/identity/authentication/howto-sspr-authenticationdata"
    },
    {
     "title": "m365admin.handsontek.net archive of original MC1325414",
     "url": "https://m365admin.handsontek.net/microsoft-entra-id-sspr-will-require-registered-authentication-methods-starting-september-7-2026/"
    }
   ]
  },
  {
   "id": "8148141b38",
   "date": "2026-09-06",
   "brief": "2026-09-06-jonathan-edwards-sspr-registered-methods",
   "brief_title": "Your SSPR Is About To Stop Working — Jonathan Edwards",
   "channel": "Jonathan Edwards",
   "channel_key": "jonathan-edwards",
   "channel_name": "Jonathan Edwards",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=zAQG_4wPaXE",
   "claim": "86% of SSPR verifications already use registered methods",
   "claim_md": "86% of SSPR verifications already use registered methods",
   "verdict": "Confirmed",
   "verdict_md": "**Confirmed**",
   "class": "confirmed",
   "checked_against": "Same MC1325414 sources above",
   "source_md": "Same MC1325414 sources above",
   "sources": []
  },
  {
   "id": "16351a21e1",
   "date": "2026-09-06",
   "brief": "2026-09-06-jonathan-edwards-sspr-registered-methods",
   "brief_title": "Your SSPR Is About To Stop Working — Jonathan Edwards",
   "channel": "Jonathan Edwards",
   "channel_key": "jonathan-edwards",
   "channel_name": "Jonathan Edwards",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=zAQG_4wPaXE",
   "claim": "SMS/voice MFA retirement is 1 Feb 2027, passkeys become default from 1 Sep 2026",
   "claim_md": "SMS/voice MFA retirement is 1 Feb 2027, passkeys become default from 1 Sep 2026",
   "verdict": "Confirmed",
   "verdict_md": "**Confirmed**",
   "class": "confirmed",
   "checked_against": "Microsoft Learn: Passkeys by default and retirement of SMS/voice",
   "source_md": "[Microsoft Learn: Passkeys by default and retirement of SMS/voice](https://learn.microsoft.com/en-us/entra/identity/authentication/concept-sms-voice-retirement)",
   "sources": [
    {
     "title": "Microsoft Learn: Passkeys by default and retirement of SMS/voice",
     "url": "https://learn.microsoft.com/en-us/entra/identity/authentication/concept-sms-voice-retirement"
    }
   ]
  },
  {
   "id": "c41d1ac88b",
   "date": "2026-09-06",
   "brief": "2026-09-06-jonathan-edwards-sspr-registered-methods",
   "brief_title": "Your SSPR Is About To Stop Working — Jonathan Edwards",
   "channel": "Jonathan Edwards",
   "channel_key": "jonathan-edwards",
   "channel_name": "Jonathan Edwards",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=zAQG_4wPaXE",
   "claim": "Registration campaign nudges affected users from 5 Oct 2026",
   "claim_md": "Registration campaign nudges affected users from 5 Oct 2026",
   "verdict": "Confirmed as a date that appears in the sequence — but see above, it's not clear whether this is the nudge date or the enforcement date",
   "verdict_md": "**Confirmed as a date that appears in the sequence** — but see above, it's not clear whether this is the nudge date or the enforcement date",
   "class": "partial",
   "checked_against": "as above",
   "source_md": "as above",
   "sources": []
  },
  {
   "id": "8273d0bb36",
   "date": "2026-09-06",
   "brief": "2026-09-06-modern-wisdom-lieberman-blue-zones-scam",
   "brief_title": "The Biggest Nutrition Scam \"Experts\" Are Pushing — Chris Williamson w/ Daniel Lieberman",
   "channel": "Modern Wisdom (Chris Williamson)",
   "channel_key": "chris-williamson",
   "channel_name": "Chris Williamson",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=YGAjgLtJJFI",
   "claim": "Only 18% of validated supercentenarians have a birth certificate",
   "claim_md": "Only 18% of validated supercentenarians have a birth certificate",
   "verdict": "Confirmed for the underlying stat, overstated in scope. Newman's finding is about \"exhaustively validated supercentenarians\" worldwide, not specifically the five named Blue Zones — the clip presents it as if it's about the Blue Zones population directly",
   "verdict_md": "**Confirmed for the underlying stat, overstated in scope.** Newman's finding is about \"exhaustively validated supercentenarians\" worldwide, not specifically the five named Blue Zones — the clip presents it as if it's about the Blue Zones population directly",
   "class": "partial",
   "checked_against": "ResearchGate: Newman, \"Supercentenarians and the oldest-old are concentrated into regions with no birth certificates and short lifespans\"",
   "source_md": "[ResearchGate: Newman, \"Supercentenarians and the oldest-old are concentrated into regions with no birth certificates and short lifespans\"](https://www.researchgate.net/publication/334497888)",
   "sources": [
    {
     "title": "ResearchGate: Newman, \"Supercentenarians and the oldest-old are concentrated into regions with no birth certificates and short lifespans\"",
     "url": "https://www.researchgate.net/publication/334497888"
    }
   ]
  },
  {
   "id": "c1bd20eaa6",
   "date": "2026-09-06",
   "brief": "2026-09-06-modern-wisdom-lieberman-blue-zones-scam",
   "brief_title": "The Biggest Nutrition Scam \"Experts\" Are Pushing — Chris Williamson w/ Daniel Lieberman",
   "channel": "Modern Wisdom (Chris Williamson)",
   "channel_key": "chris-williamson",
   "channel_name": "Chris Williamson",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=YGAjgLtJJFI",
   "claim": "Saul Newman is \"a guy in Oxford\"",
   "claim_md": "Saul Newman is \"a guy in Oxford\"",
   "verdict": "Confirmed, though incomplete. He holds a position at the Oxford Institute of Population Ageing; his headline-making 2024 Ig Nobel-winning work is credited to UCL's Centre for Longitudinal Studies. Both affiliations are real",
   "verdict_md": "**Confirmed, though incomplete.** He holds a position at the Oxford Institute of Population Ageing; his headline-making 2024 Ig Nobel-winning work is credited to UCL's Centre for Longitudinal Studies. Both affiliations are real",
   "class": "partial",
   "checked_against": "Oxford Institute of Population Ageing, UCL IOE",
   "source_md": "[Oxford Institute of Population Ageing](https://www.ageing.ox.ac.uk/people/view/552), [UCL IOE](https://www.ucl.ac.uk/ioe/news/2024/sep/ucl-demographers-work-debunking-blue-zone-regions-exceptional-lifespans-wins-ig-nobel-prize)",
   "sources": [
    {
     "title": "Oxford Institute of Population Ageing",
     "url": "https://www.ageing.ox.ac.uk/people/view/552"
    },
    {
     "title": "UCL IOE",
     "url": "https://www.ucl.ac.uk/ioe/news/2024/sep/ucl-demographers-work-debunking-blue-zone-regions-exceptional-lifespans-wins-ig-nobel-prize"
    }
   ]
  },
  {
   "id": "64ae655e3b",
   "date": "2026-09-06",
   "brief": "2026-09-06-modern-wisdom-lieberman-blue-zones-scam",
   "brief_title": "The Biggest Nutrition Scam \"Experts\" Are Pushing — Chris Williamson w/ Daniel Lieberman",
   "channel": "Modern Wisdom (Chris Williamson)",
   "channel_key": "chris-williamson",
   "channel_name": "Chris Williamson",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=YGAjgLtJJFI",
   "claim": "Loma Linda residents are largely Seventh-day Adventist, low-smoking, exercise-focused, often vegetarian",
   "claim_md": "Loma Linda residents are largely Seventh-day Adventist, low-smoking, exercise-focused, often vegetarian",
   "verdict": "Consistent with well-established public health literature on the Adventist Health Studies — not independently re-verified this run, treated as background knowledge rather than a fresh check",
   "verdict_md": "Consistent with well-established public health literature on the Adventist Health Studies — not independently re-verified this run, treated as background knowledge rather than a fresh check",
   "class": "unverified",
   "checked_against": "—",
   "source_md": "—",
   "sources": []
  },
  {
   "id": "c84534d359",
   "date": "2026-09-06",
   "brief": "2026-09-06-modern-wisdom-lieberman-blue-zones-scam",
   "brief_title": "The Biggest Nutrition Scam \"Experts\" Are Pushing — Chris Williamson w/ Daniel Lieberman",
   "channel": "Modern Wisdom (Chris Williamson)",
   "channel_key": "chris-williamson",
   "channel_name": "Chris Williamson",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=YGAjgLtJJFI",
   "claim": "Low-carb diets show higher weight-loss efficacy but smaller real-world effectiveness gap",
   "claim_md": "Low-carb diets show higher weight-loss efficacy but smaller real-world effectiveness gap",
   "verdict": "Consistent with the mainstream nutrition-science consensus (efficacy/effectiveness distinction is a standard framing) — not independently re-verified against a specific trial this run",
   "verdict_md": "Consistent with the mainstream nutrition-science consensus (efficacy/effectiveness distinction is a standard framing) — not independently re-verified against a specific trial this run",
   "class": "unverified",
   "checked_against": "—",
   "source_md": "—",
   "sources": []
  },
  {
   "id": "8f9a92abcf",
   "date": "2026-09-06",
   "brief": "2026-09-06-t-minus365-july-updates-roundup",
   "brief_title": "What's New in Microsoft 365 | July Updates — T-Minus365",
   "channel": "T-Minus365",
   "channel_key": "t-minus365",
   "channel_name": "T-Minus365",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=KiaczTKwfOI",
   "claim": "Defender prompt injection protection GA \"early September\"",
   "claim_md": "Defender prompt injection protection GA \"early September\"",
   "verdict": "Contradicted — date has moved. GA is now early October 2026, explicitly noted as delayed from early September",
   "verdict_md": "**Contradicted — date has moved.** GA is now early October 2026, explicitly noted as delayed from early September",
   "class": "contradicted",
   "checked_against": "office365itpros.com, Microsoft Learn",
   "source_md": "[office365itpros.com](https://office365itpros.com/2026/08/04/microsoft-defender-prompt-injection/), [Microsoft Learn](https://learn.microsoft.com/en-us/defender-office-365/step-by-step-guides/prompt-injection-protection-defender-for-office-365)",
   "sources": [
    {
     "title": "office365itpros.com",
     "url": "https://office365itpros.com/2026/08/04/microsoft-defender-prompt-injection/"
    },
    {
     "title": "Microsoft Learn",
     "url": "https://learn.microsoft.com/en-us/defender-office-365/step-by-step-guides/prompt-injection-protection-defender-for-office-365"
    }
   ]
  },
  {
   "id": "72ab8adbfa",
   "date": "2026-09-06",
   "brief": "2026-09-06-t-minus365-july-updates-roundup",
   "brief_title": "What's New in Microsoft 365 | July Updates — T-Minus365",
   "channel": "T-Minus365",
   "channel_key": "t-minus365",
   "channel_name": "T-Minus365",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=KiaczTKwfOI",
   "claim": "CSS positioning retirement \"October... complete November\"",
   "claim_md": "CSS positioning retirement \"October... complete November\"",
   "verdict": "Roughly confirmed, imprecise. New use blocked 21 Jul 2026, positioning properties retire 26 Oct 2026, full CSS retirement not until 2027",
   "verdict_md": "**Roughly confirmed, imprecise.** New use blocked 21 Jul 2026, positioning properties retire 26 Oct 2026, full CSS retirement not until 2027",
   "class": "partial",
   "checked_against": "mc.merill.net MC1458474",
   "source_md": "[mc.merill.net MC1458474](https://mc.merill.net/message/MC1458474)",
   "sources": [
    {
     "title": "mc.merill.net MC1458474",
     "url": "https://mc.merill.net/message/MC1458474"
    }
   ]
  },
  {
   "id": "d547d8ddc0",
   "date": "2026-09-06",
   "brief": "2026-09-06-t-minus365-july-updates-roundup",
   "brief_title": "What's New in Microsoft 365 | July Updates — T-Minus365",
   "channel": "T-Minus365",
   "channel_key": "t-minus365",
   "channel_name": "T-Minus365",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=KiaczTKwfOI",
   "claim": "Passkeys default from September 2026, SMS/voice retire Feb 2027",
   "claim_md": "Passkeys default from September 2026, SMS/voice retire Feb 2027",
   "verdict": "Confirmed",
   "verdict_md": "**Confirmed**",
   "class": "confirmed",
   "checked_against": "Microsoft Learn",
   "source_md": "[Microsoft Learn](https://learn.microsoft.com/en-us/entra/identity/authentication/concept-sms-voice-retirement)",
   "sources": [
    {
     "title": "Microsoft Learn",
     "url": "https://learn.microsoft.com/en-us/entra/identity/authentication/concept-sms-voice-retirement"
    }
   ]
  },
  {
   "id": "96e27d5ea9",
   "date": "2026-09-06",
   "brief": "2026-09-06-t-minus365-july-updates-roundup",
   "brief_title": "What's New in Microsoft 365 | July Updates — T-Minus365",
   "channel": "T-Minus365",
   "channel_key": "t-minus365",
   "channel_name": "T-Minus365",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=KiaczTKwfOI",
   "claim": "Bundled Copilot SKUs $22 (standard) / $32 (premium)",
   "claim_md": "Bundled Copilot SKUs $22 (standard) / $32 (premium)",
   "verdict": "Off by a few dollars. Actual pricing is $23.50 and $32/user/month",
   "verdict_md": "**Off by a few dollars.** Actual pricing is $23.50 and $32/user/month",
   "class": "partial",
   "checked_against": "velosio.com pricing calculator",
   "source_md": "[velosio.com pricing calculator](https://www.velosio.com/blog/m365-copilot-pricing-calculator/)",
   "sources": [
    {
     "title": "velosio.com pricing calculator",
     "url": "https://www.velosio.com/blog/m365-copilot-pricing-calculator/"
    }
   ]
  },
  {
   "id": "9ad15ec99f",
   "date": "2026-09-06",
   "brief": "2026-09-06-t-minus365-july-updates-roundup",
   "brief_title": "What's New in Microsoft 365 | July Updates — T-Minus365",
   "channel": "T-Minus365",
   "channel_key": "t-minus365",
   "channel_name": "T-Minus365",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=KiaczTKwfOI",
   "claim": "Safe Attachments auto-quarantine for password-protected files",
   "claim_md": "Safe Attachments auto-quarantine for password-protected files",
   "verdict": "Not independently checked this run",
   "verdict_md": "Not independently checked this run",
   "class": "unverified",
   "checked_against": "—",
   "source_md": "—",
   "sources": []
  },
  {
   "id": "c89ea56654",
   "date": "2026-09-06",
   "brief": "2026-09-06-t-minus365-july-updates-roundup",
   "brief_title": "What's New in Microsoft 365 | July Updates — T-Minus365",
   "channel": "T-Minus365",
   "channel_key": "t-minus365",
   "channel_name": "T-Minus365",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=KiaczTKwfOI",
   "claim": "Purview time-bound admin roles",
   "claim_md": "Purview time-bound admin roles",
   "verdict": "Not independently checked this run",
   "verdict_md": "Not independently checked this run",
   "class": "unverified",
   "checked_against": "—",
   "source_md": "—",
   "sources": []
  },
  {
   "id": "a8cdf68cca",
   "date": "2026-09-02",
   "brief": "2026-09-02-dan-martell-claude-beginner-to-pro",
   "brief_title": "1000+ Hours of Learning Claude in 15 Minutes — Dan Martell",
   "channel": "Dan Martell",
   "channel_key": "dan-martell",
   "channel_name": "Dan Martell",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=sL5hPovH1vU",
   "claim": "\"Co-work\" is a real app that runs on your computer and can take it over for scheduled/autonomous tasks",
   "claim_md": "\"Co-work\" is a real app that runs on your computer and can take it over for scheduled/autonomous tasks",
   "verdict": "Confirmed — this is Claude Cowork",
   "verdict_md": "**Confirmed** — this is Claude Cowork",
   "class": "confirmed",
   "checked_against": "Claude Cowork on web and mobile; Anthropic's Claude Code Gets Auto Mode, Cowork Gains Desktop Control. Launched for Max subscribers Jan 2026, GA on all paid plans mid-2026, macOS+Windows via Claude Desktop, gained direct keyboard/mouse desktop control.",
   "source_md": "[Claude Cowork on web and mobile](https://claude.com/blog/cowork-web-mobile); [Anthropic's Claude Code Gets Auto Mode, Cowork Gains Desktop Control](https://winbuzzer.com/2026/03/25/anthropic-claude-code-cowork-auto-mode-computer-use-xcxwbn/). Launched for Max subscribers Jan 2026, GA on all paid plans mid-2026, macOS+Windows via Claude Desktop, gained direct keyboard/mouse desktop control.",
   "sources": [
    {
     "title": "Claude Cowork on web and mobile",
     "url": "https://claude.com/blog/cowork-web-mobile"
    },
    {
     "title": "Anthropic's Claude Code Gets Auto Mode, Cowork Gains Desktop Control",
     "url": "https://winbuzzer.com/2026/03/25/anthropic-claude-code-cowork-auto-mode-computer-use-xcxwbn/"
    }
   ]
  },
  {
   "id": "53e6972742",
   "date": "2026-09-02",
   "brief": "2026-09-02-dan-martell-claude-beginner-to-pro",
   "brief_title": "1000+ Hours of Learning Claude in 15 Minutes — Dan Martell",
   "channel": "Dan Martell",
   "channel_key": "dan-martell",
   "channel_name": "Dan Martell",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=sL5hPovH1vU",
   "claim": "Claude Code has a phone-driven \"remote control\" feature for an in-progress session",
   "claim_md": "Claude Code has a phone-driven \"remote control\" feature for an in-progress session",
   "verdict": "Confirmed",
   "verdict_md": "**Confirmed**",
   "class": "confirmed",
   "checked_against": "Continue local sessions from any device with Remote Control — official docs. Announced 24 Feb 2026; /rc connects a running local session to the Claude mobile app; code execution stays local, phone drives it. Matches his mountain-biking anecdote's mechanics.",
   "source_md": "[Continue local sessions from any device with Remote Control](https://code.claude.com/docs/en/remote-control) — official docs. Announced 24 Feb 2026; `/rc` connects a running local session to the Claude mobile app; code execution stays local, phone drives it. Matches his mountain-biking anecdote's mechanics.",
   "sources": [
    {
     "title": "Continue local sessions from any device with Remote Control",
     "url": "https://code.claude.com/docs/en/remote-control"
    }
   ]
  },
  {
   "id": "7fabfa84a9",
   "date": "2026-09-02",
   "brief": "2026-09-02-dan-martell-claude-beginner-to-pro",
   "brief_title": "1000+ Hours of Learning Claude in 15 Minutes — Dan Martell",
   "channel": "Dan Martell",
   "channel_key": "dan-martell",
   "channel_name": "Dan Martell",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=sL5hPovH1vU",
   "claim": "Plan mode (/plan) — Claude asks clarifying questions, writes a plan, you approve before it writes code",
   "claim_md": "Plan mode (`/plan`) — Claude asks clarifying questions, writes a plan, you approve before it writes code",
   "verdict": "Confirmed",
   "verdict_md": "**Confirmed**",
   "class": "confirmed",
   "checked_against": "Same Remote Control docs describe starting a session in plan mode (claude --permission-mode plan) to \"explore and strategize with full local context\" before execution — matches his description closely.",
   "source_md": "Same Remote Control docs describe starting a session in plan mode (`claude --permission-mode plan`) to \"explore and strategize with full local context\" before execution — matches his description closely.",
   "sources": []
  },
  {
   "id": "1fb0a25fe9",
   "date": "2026-09-02",
   "brief": "2026-09-02-dan-martell-claude-beginner-to-pro",
   "brief_title": "1000+ Hours of Learning Claude in 15 Minutes — Dan Martell",
   "channel": "Dan Martell",
   "channel_key": "dan-martell",
   "channel_name": "Dan Martell",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=sL5hPovH1vU",
   "claim": "\"Hundreds\" of pre-built skills exist",
   "claim_md": "\"Hundreds\" of pre-built skills exist",
   "verdict": "Unverified",
   "verdict_md": "**Unverified**",
   "class": "unverified",
   "checked_against": "Not independently checked; skills as a real, composable Claude feature is well established, the specific count is his number.",
   "source_md": "Not independently checked; skills as a real, composable Claude feature is well established, the specific count is his number.",
   "sources": []
  },
  {
   "id": "07ac73d12f",
   "date": "2026-09-02",
   "brief": "2026-09-02-jonathan-edwards-conditional-access-trusted-locations",
   "brief_title": "Stop Trusting Your Office IP Address for MFA — Jonathan Edwards",
   "channel": "Jonathan Edwards (bearded365guy)",
   "channel_key": "jonathan-edwards",
   "channel_name": "Jonathan Edwards",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=upJqR8npgE0",
   "claim": "Conditional Access \"trusted locations\" can be used to exclude an MFA requirement",
   "claim_md": "Conditional Access \"trusted locations\" can be used to exclude an MFA requirement",
   "verdict": "Confirmed",
   "verdict_md": "**Confirmed**",
   "class": "confirmed",
   "checked_against": "Require MFA for all users — Learn's own example policy shows excluding \"All trusted networks and locations\" from an MFA requirement.",
   "source_md": "[Require MFA for all users](https://learn.microsoft.com/entra/identity/conditional-access/policy-all-users-mfa-strength#create-a-conditional-access-policy) — Learn's own example policy shows excluding \"All trusted networks and locations\" from an MFA requirement.",
   "sources": [
    {
     "title": "Require MFA for all users",
     "url": "https://learn.microsoft.com/entra/identity/conditional-access/policy-all-users-mfa-strength#create-a-conditional-access-policy"
    }
   ]
  },
  {
   "id": "92db379fce",
   "date": "2026-09-02",
   "brief": "2026-09-02-jonathan-edwards-conditional-access-trusted-locations",
   "brief_title": "Stop Trusting Your Office IP Address for MFA — Jonathan Edwards",
   "channel": "Jonathan Edwards (bearded365guy)",
   "channel_key": "jonathan-edwards",
   "channel_name": "Jonathan Edwards",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=upJqR8npgE0",
   "claim": "Microsoft's Zero Trust guiding principle is \"verify explicitly\"",
   "claim_md": "Microsoft's Zero Trust guiding principle is \"verify explicitly\"",
   "verdict": "Confirmed, verbatim",
   "verdict_md": "**Confirmed, verbatim**",
   "class": "confirmed",
   "checked_against": "Zero Trust identity and device access configurations — \"Verify explicitly: Always authenticate and authorize based on all available data points.\"",
   "source_md": "[Zero Trust identity and device access configurations](https://learn.microsoft.com/security/zero-trust/zero-trust-identity-device-access-policies-overview) — \"Verify explicitly: Always authenticate and authorize based on all available data points.\"",
   "sources": [
    {
     "title": "Zero Trust identity and device access configurations",
     "url": "https://learn.microsoft.com/security/zero-trust/zero-trust-identity-device-access-policies-overview"
    }
   ]
  },
  {
   "id": "feb680747d",
   "date": "2026-09-02",
   "brief": "2026-09-02-jonathan-edwards-conditional-access-trusted-locations",
   "brief_title": "Stop Trusting Your Office IP Address for MFA — Jonathan Edwards",
   "channel": "Jonathan Edwards (bearded365guy)",
   "channel_key": "jonathan-edwards",
   "channel_name": "Jonathan Edwards",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=upJqR8npgE0",
   "claim": "Compliant-device Conditional Access policy is Microsoft's documented alternative",
   "claim_md": "Compliant-device Conditional Access policy is Microsoft's documented alternative",
   "verdict": "Confirmed",
   "verdict_md": "**Confirmed**",
   "class": "confirmed",
   "checked_against": "Require device compliance with Conditional Access — matches the demo step for step: all users, break-glass exclusion, all resources, require device marked as compliant.",
   "source_md": "[Require device compliance with Conditional Access](https://learn.microsoft.com/entra/identity/conditional-access/policy-all-users-device-compliance) — matches the demo step for step: all users, break-glass exclusion, all resources, require device marked as compliant.",
   "sources": [
    {
     "title": "Require device compliance with Conditional Access",
     "url": "https://learn.microsoft.com/entra/identity/conditional-access/policy-all-users-device-compliance"
    }
   ]
  },
  {
   "id": "fef18225bf",
   "date": "2026-09-02",
   "brief": "2026-09-02-jonathan-edwards-conditional-access-trusted-locations",
   "brief_title": "Stop Trusting Your Office IP Address for MFA — Jonathan Edwards",
   "channel": "Jonathan Edwards (bearded365guy)",
   "channel_key": "jonathan-edwards",
   "channel_name": "Jonathan Edwards",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=upJqR8npgE0",
   "claim": "Guest Wi-Fi on the same public IP as the corporate network defeats the trusted-location control",
   "claim_md": "Guest Wi-Fi on the same public IP as the corporate network defeats the trusted-location control",
   "verdict": "Plausible, unverifiable against Learn",
   "verdict_md": "**Plausible, unverifiable against Learn**",
   "class": "unverified",
   "checked_against": "Architecture-dependent reasoning, not a documented Microsoft claim. Sound logic (a shared egress IP is a real named-locations failure mode), but there's no Learn page to check it against — treat as his opinion, correctly reasoned.",
   "source_md": "Architecture-dependent reasoning, not a documented Microsoft claim. Sound logic (a shared egress IP is a real named-locations failure mode), but there's no Learn page to check it against — treat as his opinion, correctly reasoned.",
   "sources": []
  },
  {
   "id": "8015f65f66",
   "date": "2026-09-02",
   "brief": "2026-09-02-jonathan-edwards-msp-differentiation-evidence",
   "brief_title": "Why You're Losing Deals to Cheaper MSPs — Jonathan Edwards",
   "channel": "Jonathan Edwards (bearded365guy)",
   "channel_key": "jonathan-edwards",
   "channel_name": "Jonathan Edwards",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=Q8lZamlHw3s",
   "claim": "Cyber Essentials Plus is the UK entry-level certification; ISO 27001 is the harder, broader, internationally-recognised one",
   "claim_md": "Cyber Essentials Plus is the UK entry-level certification; ISO 27001 is the harder, broader, internationally-recognised one",
   "verdict": "Confirmed",
   "verdict_md": "**Confirmed**",
   "class": "confirmed",
   "checked_against": "Independent comparison sources: CE Plus = 5 fixed technical controls, UK-recognised, 1–4 weeks, £1,500–£4,500, annual recert; ISO 27001 = full ISMS, ~93 controls across 4 categories, internationally recognised, 3–12 months, £10,000–£50,000+, 3-year cert with annual surveillance audits. His framing — CE Plus as \"the bare minimum,\" ISO 27001 as \"far fewer MSPs hold it\" — matches the actual gap in scope and cost.",
   "source_md": "Independent comparison sources: CE Plus = 5 fixed technical controls, UK-recognised, 1–4 weeks, £1,500–£4,500, annual recert; ISO 27001 = full ISMS, ~93 controls across 4 categories, internationally recognised, 3–12 months, £10,000–£50,000+, 3-year cert with annual surveillance audits. His framing — CE Plus as \"the bare minimum,\" ISO 27001 as \"far fewer MSPs hold it\" — matches the actual gap in scope and cost.",
   "sources": []
  },
  {
   "id": "a000d4b569",
   "date": "2026-09-02",
   "brief": "2026-09-02-jonathan-edwards-msp-differentiation-evidence",
   "brief_title": "Why You're Losing Deals to Cheaper MSPs — Jonathan Edwards",
   "channel": "Jonathan Edwards (bearded365guy)",
   "channel_key": "jonathan-edwards",
   "channel_name": "Jonathan Edwards",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=Q8lZamlHw3s",
   "claim": "\"Fewer MSPs hold ISO 27001\" (implied rarity claim)",
   "claim_md": "\"Fewer MSPs hold ISO 27001\" (implied rarity claim)",
   "verdict": "Unverifiable",
   "verdict_md": "**Unverifiable**",
   "class": "unverified",
   "checked_against": "No independent MSP-certification-rate data checked; plausible given the cost/time gap above, not confirmed with a number.",
   "source_md": "No independent MSP-certification-rate data checked; plausible given the cost/time gap above, not confirmed with a number.",
   "sources": []
  },
  {
   "id": "0364729830",
   "date": "2026-08-31",
   "brief": "2026-08-31-dan-martell-one-person-ai-business",
   "brief_title": "How to start a 1-person business with AI (Dan Martell)",
   "channel": "Dan Martell",
   "channel_key": "dan-martell",
   "channel_name": "Dan Martell",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=1BApLicRt1w",
   "claim": "\"Over 600 businesses fail every single day in the United States\"",
   "claim_md": "\"Over 600 businesses fail every single day in the United States\"",
   "verdict": "Contradicted — understated",
   "verdict_md": "**Contradicted — understated**",
   "class": "contradicted",
   "checked_against": "BLS Business Employment Dynamics puts US establishment deaths near 800k–900k a year, i.e. well over 2,000 a day. 600/day implies ~220k/year. The rhetorical point survives; the number is wrong in his favour by roughly 3–4x.",
   "source_md": "BLS Business Employment Dynamics puts US establishment deaths near 800k–900k a year, i.e. well over 2,000 a day. 600/day implies ~220k/year. The rhetorical point survives; the number is wrong in his favour by roughly 3–4x.",
   "sources": []
  },
  {
   "id": "27ed6da881",
   "date": "2026-08-31",
   "brief": "2026-08-31-dan-martell-one-person-ai-business",
   "brief_title": "How to start a 1-person business with AI (Dan Martell)",
   "channel": "Dan Martell",
   "channel_key": "dan-martell",
   "channel_name": "Dan Martell",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=1BApLicRt1w",
   "claim": "Sold Spheric Technologies about four years in",
   "claim_md": "Sold Spheric Technologies about four years in",
   "verdict": "Unverifiable here",
   "verdict_md": "**Unverifiable here**",
   "class": "unverified",
   "checked_against": "Biographical, widely repeated, no independent check attempted.",
   "source_md": "Biographical, widely repeated, no independent check attempted.",
   "sources": []
  },
  {
   "id": "3e98ee7717",
   "date": "2026-08-31",
   "brief": "2026-08-31-dan-martell-one-person-ai-business",
   "brief_title": "How to start a 1-person business with AI (Dan Martell)",
   "channel": "Dan Martell",
   "channel_key": "dan-martell",
   "channel_name": "Dan Martell",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=1BApLicRt1w",
   "claim": "\"We've launched 12 companies in the last 18 months\"",
   "claim_md": "\"We've launched 12 companies in the last 18 months\"",
   "verdict": "Unverifiable",
   "verdict_md": "**Unverifiable**",
   "class": "unverified",
   "checked_against": "Self-reported, no register cited. Treat as marketing.",
   "source_md": "Self-reported, no register cited. Treat as marketing.",
   "sources": []
  },
  {
   "id": "884503edb0",
   "date": "2026-08-31",
   "brief": "2026-08-31-dan-martell-one-person-ai-business",
   "brief_title": "How to start a 1-person business with AI (Dan Martell)",
   "channel": "Dan Martell",
   "channel_key": "dan-martell",
   "channel_name": "Dan Martell",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=1BApLicRt1w",
   "claim": "Flowtown landing-page test: 20% entered a real card",
   "claim_md": "Flowtown landing-page test: 20% entered a real card",
   "verdict": "Unverifiable",
   "verdict_md": "**Unverifiable**",
   "class": "unverified",
   "checked_against": "Single self-reported figure from a company sold in 2011. The technique is sound; the conversion number is an anecdote.",
   "source_md": "Single self-reported figure from a company sold in 2011. The technique is sound; the conversion number is an anecdote.",
   "sources": []
  },
  {
   "id": "b1cb6cc127",
   "date": "2026-08-31",
   "brief": "2026-08-31-dan-martell-one-person-ai-business",
   "brief_title": "How to start a 1-person business with AI (Dan Martell)",
   "channel": "Dan Martell",
   "channel_key": "dan-martell",
   "channel_name": "Dan Martell",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=1BApLicRt1w",
   "claim": "Tool he calls \"WhisperFlow\" for voice prompting",
   "claim_md": "Tool he calls \"WhisperFlow\" for voice prompting",
   "verdict": "Name garbled",
   "verdict_md": "**Name garbled**",
   "class": "partial",
   "checked_against": "The product is Wispr Flow. Auto-caption artefact — do not search for the transcript spelling.",
   "source_md": "The product is **Wispr Flow**. Auto-caption artefact — do not search for the transcript spelling.",
   "sources": []
  },
  {
   "id": "2774feed10",
   "date": "2026-08-31",
   "brief": "2026-08-31-dan-martell-one-person-ai-business",
   "brief_title": "How to start a 1-person business with AI (Dan Martell)",
   "channel": "Dan Martell",
   "channel_key": "dan-martell",
   "channel_name": "Dan Martell",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=1BApLicRt1w",
   "claim": "\"Red teaming\" as a military practice of attacking your own plan",
   "claim_md": "\"Red teaming\" as a military practice of attacking your own plan",
   "verdict": "Confirmed, ordinary usage",
   "verdict_md": "**Confirmed, ordinary usage**",
   "class": "confirmed",
   "checked_against": "Standard term; nothing controversial.",
   "source_md": "Standard term; nothing controversial.",
   "sources": []
  },
  {
   "id": "33739c36ad",
   "date": "2026-08-31",
   "brief": "2026-08-31-doac-darby-saxbe-father-brain",
   "brief_title": "Dr Darby Saxbe on the father's brain (Diary Of A CEO)",
   "channel": "The Diary Of A CEO",
   "channel_key": "the-diary-of-a-ceo",
   "channel_name": "The Diary Of A CEO",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=Ppyt3MptX5k",
   "claim": "First-time fathers lose ~1% cortical grey matter",
   "claim_md": "First-time fathers lose ~1% cortical grey matter",
   "verdict": "Confirmed",
   "verdict_md": "**Confirmed**",
   "class": "confirmed",
   "checked_against": "Saxbe et al., Cerebral Cortex — first-time fathers, two international samples and the 2024 follow-up on engagement and mental health. ~1% average, n=38 in the imaging sample. Small sample — she is candid about the effect, less so about the n.",
   "source_md": "Saxbe et al., *Cerebral Cortex* — [first-time fathers, two international samples](https://academic.oup.com/cercor/article/33/7/4156/6691667) and the [2024 follow-up on engagement and mental health](https://academic.oup.com/cercor/article/34/4/bhae126/7645338). ~1% average, n=38 in the imaging sample. **Small sample — she is candid about the effect, less so about the n.**",
   "sources": [
    {
     "title": "first-time fathers, two international samples",
     "url": "https://academic.oup.com/cercor/article/33/7/4156/6691667"
    },
    {
     "title": "2024 follow-up on engagement and mental health",
     "url": "https://academic.oup.com/cercor/article/34/4/bhae126/7645338"
    }
   ]
  },
  {
   "id": "e964e2b07b",
   "date": "2026-08-31",
   "brief": "2026-08-31-doac-darby-saxbe-father-brain",
   "brief_title": "Dr Darby Saxbe on the father's brain (Diary Of A CEO)",
   "channel": "The Diary Of A CEO",
   "channel_key": "the-diary-of-a-ceo",
   "channel_name": "The Diary Of A CEO",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=Ppyt3MptX5k",
   "claim": "Mothers lose ~2.5%",
   "claim_md": "Mothers lose ~2.5%",
   "verdict": "Plausible, unverified",
   "verdict_md": "**Plausible, unverified**",
   "class": "unverified",
   "checked_against": "Consistent with the maternal neuroplasticity literature; I did not verify that specific figure.",
   "source_md": "Consistent with the maternal neuroplasticity literature; I did not verify that specific figure.",
   "sources": []
  },
  {
   "id": "200a32a723",
   "date": "2026-08-31",
   "brief": "2026-08-31-doac-darby-saxbe-father-brain",
   "brief_title": "Dr Darby Saxbe on the father's brain (Diary Of A CEO)",
   "channel": "The Diary Of A CEO",
   "channel_key": "the-diary-of-a-ceo",
   "channel_name": "The Diary Of A CEO",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=Ppyt3MptX5k",
   "claim": "~25% testosterone drop in hands-on fathers, Philippines longitudinal",
   "claim_md": "~25% testosterone drop in hands-on fathers, Philippines longitudinal",
   "verdict": "Confirmed in direction and rough magnitude",
   "verdict_md": "**Confirmed in direction and rough magnitude**",
   "class": "confirmed",
   "checked_against": "Gettler, McDade, Feranil & Kuzawa, PNAS 2011, 624 men followed 4.5 years in Cebu. Declines of this order in waking testosterone for new fathers, larger for hands-on carers. I read the abstract-level record, not the effect table — treat \"25%\" as approximately right, not quoted.",
   "source_md": "Gettler, McDade, Feranil & Kuzawa, [*PNAS* 2011](https://www.pnas.org/doi/10.1073/pnas.1105403108), 624 men followed 4.5 years in Cebu. Declines of this order in waking testosterone for new fathers, larger for hands-on carers. I read the abstract-level record, not the effect table — treat \"25%\" as approximately right, not quoted.",
   "sources": [
    {
     "title": "PNAS 2011",
     "url": "https://www.pnas.org/doi/10.1073/pnas.1105403108"
    }
   ]
  },
  {
   "id": "9370b177dd",
   "date": "2026-08-31",
   "brief": "2026-08-31-doac-darby-saxbe-father-brain",
   "brief_title": "Dr Darby Saxbe on the father's brain (Diary Of A CEO)",
   "channel": "The Diary Of A CEO",
   "channel_key": "the-diary-of-a-ceo",
   "channel_name": "The Diary Of A CEO",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=Ppyt3MptX5k",
   "claim": "97% of countries below replacement fertility by 2100",
   "claim_md": "97% of countries below replacement fertility by 2100",
   "verdict": "Confirmed",
   "verdict_md": "**Confirmed**",
   "class": "confirmed",
   "checked_against": "GBD 2021 fertility capstone, The Lancet 202400550-6/fulltext) — 198 of 204 countries and territories.",
   "source_md": "GBD 2021 fertility capstone, [*The Lancet* 2024](https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(24)00550-6/fulltext) — 198 of 204 countries and territories.",
   "sources": [
    {
     "title": "The Lancet 2024",
     "url": "https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(24"
    }
   ]
  },
  {
   "id": "38e4e9e216",
   "date": "2026-08-31",
   "brief": "2026-08-31-doac-darby-saxbe-father-brain",
   "brief_title": "Dr Darby Saxbe on the father's brain (Diary Of A CEO)",
   "channel": "The Diary Of A CEO",
   "channel_key": "the-diary-of-a-ceo",
   "channel_name": "The Diary Of A CEO",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=Ppyt3MptX5k",
   "claim": "Global fertility fell from ~5 in 1950 to ~2.2 today",
   "claim_md": "Global fertility fell from ~5 in 1950 to ~2.2 today",
   "verdict": "Confirmed",
   "verdict_md": "**Confirmed**",
   "class": "confirmed",
   "checked_against": "Same study.",
   "source_md": "Same study.",
   "sources": []
  },
  {
   "id": "a995750218",
   "date": "2026-08-31",
   "brief": "2026-08-31-doac-darby-saxbe-father-brain",
   "brief_title": "Dr Darby Saxbe on the father's brain (Diary Of A CEO)",
   "channel": "The Diary Of A CEO",
   "channel_key": "the-diary-of-a-ceo",
   "channel_name": "The Diary Of A CEO",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=Ppyt3MptX5k",
   "claim": "US total fertility rate at a record low of 1.6",
   "claim_md": "US total fertility rate at a record low of 1.6",
   "verdict": "Confirmed",
   "verdict_md": "**Confirmed**",
   "class": "confirmed",
   "checked_against": "CDC/NCHS: 1.621 in 2023, 1.599 in 2024 — an all-time recorded low.",
   "source_md": "CDC/NCHS: 1.621 in 2023, **1.599 in 2024** — an all-time recorded low.",
   "sources": []
  },
  {
   "id": "df81ecefa4",
   "date": "2026-08-31",
   "brief": "2026-08-31-doac-darby-saxbe-father-brain",
   "brief_title": "Dr Darby Saxbe on the father's brain (Diary Of A CEO)",
   "channel": "The Diary Of A CEO",
   "channel_key": "the-diary-of-a-ceo",
   "channel_name": "The Diary Of A CEO",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=Ppyt3MptX5k",
   "claim": "\"US births dropped 1% in 2025 to roughly 3.6 million\"",
   "claim_md": "\"US births dropped 1% in 2025 to roughly 3.6 million\"",
   "verdict": "Date wrong",
   "verdict_md": "**Date wrong**",
   "class": "contradicted",
   "checked_against": "The record-low figures are 2024 data, published 2025. Bartlett's on-screen block labels them 2025. The magnitude is right, the year is not.",
   "source_md": "The record-low figures are **2024** data, published 2025. Bartlett's on-screen block labels them 2025. The magnitude is right, the year is not.",
   "sources": []
  },
  {
   "id": "4be259f721",
   "date": "2026-08-31",
   "brief": "2026-08-31-doac-darby-saxbe-father-brain",
   "brief_title": "Dr Darby Saxbe on the father's brain (Diary Of A CEO)",
   "channel": "The Diary Of A CEO",
   "channel_key": "the-diary-of-a-ceo",
   "channel_name": "The Diary Of A CEO",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=Ppyt3MptX5k",
   "claim": "New fathers' depression risk ~2x the general population",
   "claim_md": "New fathers' depression risk ~2x the general population",
   "verdict": "Unverified",
   "verdict_md": "**Unverified**",
   "class": "unverified",
   "checked_against": "Widely cited in the paternal perinatal mental health literature; not independently checked here.",
   "source_md": "Widely cited in the paternal perinatal mental health literature; not independently checked here.",
   "sources": []
  },
  {
   "id": "2f01f8898b",
   "date": "2026-08-31",
   "brief": "2026-08-31-doac-darby-saxbe-father-brain",
   "brief_title": "Dr Darby Saxbe on the father's brain (Diary Of A CEO)",
   "channel": "The Diary Of A CEO",
   "channel_key": "the-diary-of-a-ceo",
   "channel_name": "The Diary Of A CEO",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=Ppyt3MptX5k",
   "claim": "Oxytocin downregulating pro-inflammatory cytokines, reducing amyloid-beta toxicity",
   "claim_md": "Oxytocin downregulating pro-inflammatory cytokines, reducing amyloid-beta toxicity",
   "verdict": "Animal models only",
   "verdict_md": "**Animal models only**",
   "class": "partial",
   "checked_against": "Bartlett reads this from a card and says \"studies on aging mice\". The mouse work is real; the leap to human Alzheimer's protection is his, not hers, and she does not endorse it — she answers about pair bonding instead.",
   "source_md": "Bartlett reads this from a card and says \"studies on aging mice\". The mouse work is real; the leap to human Alzheimer's protection is his, not hers, and she does not endorse it — she answers about pair bonding instead.",
   "sources": []
  },
  {
   "id": "714009752b",
   "date": "2026-08-31",
   "brief": "2026-08-31-doac-darby-saxbe-father-brain",
   "brief_title": "Dr Darby Saxbe on the father's brain (Diary Of A CEO)",
   "channel": "The Diary Of A CEO",
   "channel_key": "the-diary-of-a-ceo",
   "channel_name": "The Diary Of A CEO",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=Ppyt3MptX5k",
   "claim": "FMLA = 12 weeks unpaid, ~80% bipartisan support for paid leave",
   "claim_md": "FMLA = 12 weeks unpaid, ~80% bipartisan support for paid leave",
   "verdict": "Confirmed / unverified",
   "verdict_md": "**Confirmed / unverified**",
   "class": "unverified",
   "checked_against": "FMLA's 12 unpaid weeks is correct. The 80% polling figure is his, unverified.",
   "source_md": "FMLA's 12 unpaid weeks is correct. The 80% polling figure is his, unverified.",
   "sources": []
  },
  {
   "id": "5723f694e5",
   "date": "2026-08-31",
   "brief": "2026-08-31-t-minus365-m365-august-updates",
   "brief_title": "What's New in Microsoft 365 — August 2026 (T-Minus365)",
   "channel": "T-Minus365 (Nick Sorensen)",
   "channel_key": "t-minus365",
   "channel_name": "T-Minus365",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=9C8ozWb1JWw",
   "claim": "Third-gen sharing experience, \"hero link\", default = only people added to the file",
   "claim_md": "Third-gen sharing experience, \"hero link\", default = only people added to the file",
   "verdict": "Confirmed",
   "verdict_md": "**Confirmed**",
   "class": "confirmed",
   "checked_against": "MC1454378; Microsoft Community Hub — \"Simple, Smart, and Secure\". Rollout Aug–Oct 2026, matching his mid-Sept→late-Oct window.",
   "source_md": "[MC1454378](https://mc.merill.net/message/MC1454378); [Microsoft Community Hub — \"Simple, Smart, and Secure\"](https://techcommunity.microsoft.com/blog/onedriveblog/simple-smart-and-secure-the-next-step-in-sharing-files-in-microsoft-365/4411655). Rollout Aug–Oct 2026, matching his mid-Sept→late-Oct window.",
   "sources": [
    {
     "title": "MC1454378",
     "url": "https://mc.merill.net/message/MC1454378"
    },
    {
     "title": "Microsoft Community Hub — \"Simple, Smart, and Secure\"",
     "url": "https://techcommunity.microsoft.com/blog/onedriveblog/simple-smart-and-secure-the-next-step-in-sharing-files-in-microsoft-365/4411655"
    }
   ]
  },
  {
   "id": "9e4eea3f47",
   "date": "2026-08-31",
   "brief": "2026-08-31-t-minus365-m365-august-updates",
   "brief_title": "What's New in Microsoft 365 — August 2026 (T-Minus365)",
   "channel": "T-Minus365 (Nick Sorensen)",
   "channel_key": "t-minus365",
   "channel_name": "T-Minus365",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=9C8ozWb1JWw",
   "claim": "That the new default overrides site-level settings",
   "claim_md": "That the new default **overrides site-level settings**",
   "verdict": "Contradicted, partially",
   "verdict_md": "**Contradicted, partially**",
   "class": "partial",
   "checked_against": "Public coverage says admins can still change the default per site collection or per OneDrive. See \"what it got wrong\".",
   "source_md": "Public coverage says admins can still change the default per site collection or per OneDrive. See \"what it got wrong\".",
   "sources": []
  },
  {
   "id": "96016dd4a8",
   "date": "2026-08-31",
   "brief": "2026-08-31-t-minus365-m365-august-updates",
   "brief_title": "What's New in Microsoft 365 — August 2026 (T-Minus365)",
   "channel": "T-Minus365 (Nick Sorensen)",
   "channel_key": "t-minus365",
   "channel_name": "T-Minus365",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=9C8ozWb1JWw",
   "claim": "EWS retirement moves free/busy, MailTips, calendar sharing to M365 Cross-Tenant Access Policy",
   "claim_md": "EWS retirement moves free/busy, MailTips, calendar sharing to M365 Cross-Tenant Access Policy",
   "verdict": "Confirmed",
   "verdict_md": "**Confirmed**",
   "class": "confirmed",
   "checked_against": "Migrate to Microsoft 365 Cross-Tenant Access Policy; M365 XTAP Graph overview. Replaces Organization Relationship, Availability Address Space and Sharing Policies.",
   "source_md": "[Migrate to Microsoft 365 Cross-Tenant Access Policy](https://learn.microsoft.com/exchange/sharing/migrate-to-m365-xtap); [M365 XTAP Graph overview](https://learn.microsoft.com/graph/api/resources/m365-cross-tenant-access-policy-overview?view=graph-rest-1.0). Replaces Organization Relationship, Availability Address Space and Sharing Policies.",
   "sources": [
    {
     "title": "Migrate to Microsoft 365 Cross-Tenant Access Policy",
     "url": "https://learn.microsoft.com/exchange/sharing/migrate-to-m365-xtap"
    },
    {
     "title": "M365 XTAP Graph overview",
     "url": "https://learn.microsoft.com/graph/api/resources/m365-cross-tenant-access-policy-overview?view=graph-rest-1.0"
    }
   ]
  },
  {
   "id": "5a0f50b843",
   "date": "2026-08-31",
   "brief": "2026-08-31-t-minus365-m365-august-updates",
   "brief_title": "What's New in Microsoft 365 — August 2026 (T-Minus365)",
   "channel": "T-Minus365 (Nick Sorensen)",
   "channel_key": "t-minus365",
   "channel_name": "T-Minus365",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=9C8ozWb1JWw",
   "claim": "His specific EWS dates (Oct start, April completion)",
   "claim_md": "His specific EWS dates (Oct start, April completion)",
   "verdict": "Unverified",
   "verdict_md": "**Unverified**",
   "class": "unverified",
   "checked_against": "Learn carries the migration path but not those dates; they'd be in the MC post. Treat as approximate.",
   "source_md": "Learn carries the migration path but not those dates; they'd be in the MC post. Treat as approximate.",
   "sources": []
  },
  {
   "id": "cac069b425",
   "date": "2026-08-31",
   "brief": "2026-08-31-t-minus365-m365-august-updates",
   "brief_title": "What's New in Microsoft 365 — August 2026 (T-Minus365)",
   "channel": "T-Minus365 (Nick Sorensen)",
   "channel_key": "t-minus365",
   "channel_name": "T-Minus365",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=9C8ozWb1JWw",
   "claim": "SMS/voice MFA retirement, passkey nudge from September",
   "claim_md": "SMS/voice MFA retirement, passkey nudge from September",
   "verdict": "Confirmed",
   "verdict_md": "**Confirmed**",
   "class": "confirmed",
   "checked_against": "Passkeys by default and retirement of Microsoft-provided SMS and voice: 1 Sept 2026 auto-enable and nudge, 1 Feb 2027 full retirement, blocking passkey registration after that with no opt-out.",
   "source_md": "[Passkeys by default and retirement of Microsoft-provided SMS and voice](https://learn.microsoft.com/entra/identity/authentication/concept-sms-voice-retirement#retirement-timeline): 1 Sept 2026 auto-enable and nudge, **1 Feb 2027 full retirement**, blocking passkey registration after that with no opt-out.",
   "sources": [
    {
     "title": "Passkeys by default and retirement of Microsoft-provided SMS and voice",
     "url": "https://learn.microsoft.com/entra/identity/authentication/concept-sms-voice-retirement#retirement-timeline"
    }
   ]
  },
  {
   "id": "3846ee43ef",
   "date": "2026-08-31",
   "brief": "2026-08-31-t-minus365-m365-august-updates",
   "brief_title": "What's New in Microsoft 365 — August 2026 (T-Minus365)",
   "channel": "T-Minus365 (Nick Sorensen)",
   "channel_key": "t-minus365",
   "channel_name": "T-Minus365",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=9C8ozWb1JWw",
   "claim": "WHfB and macOS Platform SSO count as phishing-resistant MFA",
   "claim_md": "WHfB and macOS Platform SSO count as phishing-resistant MFA",
   "verdict": "Confirmed",
   "verdict_md": "**Confirmed**",
   "class": "confirmed",
   "checked_against": "Entra authentication overview; Platform Credential for macOS. The change he describes (no longer erroring when a passkey is added alongside an existing WHfB key) is not separately documented — mechanism confirmed, fix unverified.",
   "source_md": "[Entra authentication overview](https://learn.microsoft.com/entra/identity/authentication/overview-authentication#phishing-resistant-authentication-methods); [Platform Credential for macOS](https://learn.microsoft.com/entra/identity/authentication/concept-authentication-platform-credential-for-macos). The *change* he describes (no longer erroring when a passkey is added alongside an existing WHfB key) is not separately documented — mechanism confirmed, fix unverified.",
   "sources": [
    {
     "title": "Entra authentication overview",
     "url": "https://learn.microsoft.com/entra/identity/authentication/overview-authentication#phishing-resistant-authentication-methods"
    },
    {
     "title": "Platform Credential for macOS",
     "url": "https://learn.microsoft.com/entra/identity/authentication/concept-authentication-platform-credential-for-macos"
    }
   ]
  },
  {
   "id": "6ae70bea19",
   "date": "2026-08-31",
   "brief": "2026-08-31-t-minus365-m365-august-updates",
   "brief_title": "What's New in Microsoft 365 — August 2026 (T-Minus365)",
   "channel": "T-Minus365 (Nick Sorensen)",
   "channel_key": "t-minus365",
   "channel_name": "T-Minus365",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=9C8ozWb1JWw",
   "claim": "Intune app protection \"all device types\" retiring 11 Jan 2027 for assignment filters",
   "claim_md": "Intune app protection \"all device types\" retiring 11 Jan 2027 for assignment filters",
   "verdict": "Unverified",
   "verdict_md": "**Unverified**",
   "class": "unverified",
   "checked_against": "Learn documents assignment filters for app protection policies but carries no retirement notice for the all-app-types target. Not contradicted — just unconfirmed outside the video.",
   "source_md": "Learn documents assignment filters for app protection policies but carries no retirement notice for the all-app-types target. Not contradicted — just unconfirmed outside the video.",
   "sources": []
  },
  {
   "id": "b08055190a",
   "date": "2026-08-31",
   "brief": "2026-08-31-t-minus365-m365-august-updates",
   "brief_title": "What's New in Microsoft 365 — August 2026 (T-Minus365)",
   "channel": "T-Minus365 (Nick Sorensen)",
   "channel_key": "t-minus365",
   "channel_name": "T-Minus365",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=9C8ozWb1JWw",
   "claim": "50% off Purview suite for Business Premium until end of December; Copilot at \"$32\" / \"$10 add-on\"",
   "claim_md": "50% off Purview suite for Business Premium until end of December; Copilot at \"$32\" / \"$10 add-on\"",
   "verdict": "Unverified — do not repeat the numbers",
   "verdict_md": "**Unverified — do not repeat the numbers**",
   "class": "unverified",
   "checked_against": "Auto-captions mangle figures throughout this transcript (\"502 keys\" for FIDO2, \"midepptember\"). Price claims from a caption track are exactly the class of number you have been burned by before. Check the partner price list.",
   "source_md": "Auto-captions mangle figures throughout this transcript (\"502 keys\" for FIDO2, \"midepptember\"). Price claims from a caption track are exactly the class of number you have been burned by before. Check the partner price list.",
   "sources": []
  },
  {
   "id": "651babd801",
   "date": "2026-08-30",
   "brief": "2026-08-30-diary-of-a-ceo-fathers-brains",
   "brief_title": "The Scientist Who Scans Fathers' Brains — Dr Darby Saxby (The Diary Of A CEO)",
   "channel": "The Diary Of A CEO",
   "channel_key": "the-diary-of-a-ceo",
   "channel_name": "The Diary Of A CEO",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=Ppyt3MptX5k",
   "claim": "Hands-on fathers show ~25% testosterone drop (Philippines longitudinal study)",
   "claim_md": "Hands-on fathers show ~25% testosterone drop (Philippines longitudinal study)",
   "verdict": "Confirmed — Gettler et al., PNAS 2011, 600 men studied 2005→2009; ~26% morning / 34% evening drop in new fathers who spent more childcare time, vs ~12–14% in non-fathers",
   "verdict_md": "**Confirmed** — Gettler et al., PNAS 2011, 600 men studied 2005→2009; ~26% morning / 34% evening drop in new fathers who spent more childcare time, vs ~12–14% in non-fathers",
   "class": "confirmed",
   "checked_against": "PNAS, Science/AAAS summary",
   "source_md": "[PNAS](https://www.pnas.org/doi/10.1073/pnas.1105403108), [Science/AAAS summary](https://www.science.org/content/article/fatherhood-decreases-testosterone)",
   "sources": [
    {
     "title": "PNAS",
     "url": "https://www.pnas.org/doi/10.1073/pnas.1105403108"
    },
    {
     "title": "Science/AAAS summary",
     "url": "https://www.science.org/content/article/fatherhood-decreases-testosterone"
    }
   ]
  },
  {
   "id": "e517482730",
   "date": "2026-08-30",
   "brief": "2026-08-30-diary-of-a-ceo-fathers-brains",
   "brief_title": "The Scientist Who Scans Fathers' Brains — Dr Darby Saxby (The Diary Of A CEO)",
   "channel": "The Diary Of A CEO",
   "channel_key": "the-diary-of-a-ceo",
   "channel_name": "The Diary Of A CEO",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=Ppyt3MptX5k",
   "claim": "More children correlates with younger-looking brain / stronger functional connectivity in later life (UK Biobank)",
   "claim_md": "More children correlates with younger-looking brain / stronger functional connectivity in later life (UK Biobank)",
   "verdict": "Confirmed — 36,323 UK Biobank participants; effect present in both sexes, stronger in females; maternal-specific volume effects in striatal/limbic regions not seen in fathers",
   "verdict_md": "**Confirmed** — 36,323 UK Biobank participants; effect present in both sexes, stronger in females; maternal-specific volume effects in striatal/limbic regions not seen in fathers",
   "class": "confirmed",
   "checked_against": "Rutgers/PNAS 2024 study",
   "source_md": "[Rutgers/PNAS 2024 study](https://www.pnas.org/doi/10.1073/pnas.2411245122)",
   "sources": [
    {
     "title": "Rutgers/PNAS 2024 study",
     "url": "https://www.pnas.org/doi/10.1073/pnas.2411245122"
    }
   ]
  },
  {
   "id": "e9a94e200d",
   "date": "2026-08-30",
   "brief": "2026-08-30-diary-of-a-ceo-fathers-brains",
   "brief_title": "The Scientist Who Scans Fathers' Brains — Dr Darby Saxby (The Diary Of A CEO)",
   "channel": "The Diary Of A CEO",
   "channel_key": "the-diary-of-a-ceo",
   "channel_name": "The Diary Of A CEO",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=Ppyt3MptX5k",
   "claim": "Global fertility rate falling from ~5 (1950) to ~2.2 today; 97% of countries below replacement by 2100",
   "claim_md": "Global fertility rate falling from ~5 (1950) to ~2.2 today; 97% of countries below replacement by 2100",
   "verdict": "Confirmed — Lancet/IHME Global Burden of Disease 2021 study, published March 2024",
   "verdict_md": "**Confirmed** — Lancet/IHME Global Burden of Disease 2021 study, published March 2024",
   "class": "confirmed",
   "checked_against": "Lancet00550-6/fulltext), IHME",
   "source_md": "[Lancet](https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(24)00550-6/fulltext), [IHME](https://www.healthdata.org/news-events/newsroom/news-releases/lancet-dramatic-declines-global-fertility-rates-set-transform)",
   "sources": [
    {
     "title": "Lancet",
     "url": "https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(24"
    },
    {
     "title": "IHME",
     "url": "https://www.healthdata.org/news-events/newsroom/news-releases/lancet-dramatic-declines-global-fertility-rates-set-transform"
    }
   ]
  },
  {
   "id": "49d9bd67b4",
   "date": "2026-08-30",
   "brief": "2026-08-30-diary-of-a-ceo-fathers-brains",
   "brief_title": "The Scientist Who Scans Fathers' Brains — Dr Darby Saxby (The Diary Of A CEO)",
   "channel": "The Diary Of A CEO",
   "channel_key": "the-diary-of-a-ceo",
   "channel_name": "The Diary Of A CEO",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=Ppyt3MptX5k",
   "claim": "Benefit of parenthood on brain age \"plateaus at 2–3 kids\"",
   "claim_md": "Benefit of parenthood on brain age \"plateaus at 2–3 kids\"",
   "verdict": "Unverified this run — a specific dose-response claim inside a confirmed broader finding; not checked against the primary paper's figures",
   "verdict_md": "**Unverified this run** — a specific dose-response claim inside a confirmed broader finding; not checked against the primary paper's figures",
   "class": "unverified",
   "checked_against": "flag as her claim, not independently checked",
   "source_md": "flag as her claim, not independently checked",
   "sources": []
  },
  {
   "id": "7ed0494491",
   "date": "2026-08-30",
   "brief": "2026-08-30-diary-of-a-ceo-seth-godin-quitting-perfectionism",
   "brief_title": "The Quitting Expert: Quit NOW Before AI Makes The Choice For You — Seth Godin (Diary Of A CEO)",
   "channel": "The Diary Of A CEO / Steven Bartlett",
   "channel_key": "the-diary-of-a-ceo",
   "channel_name": "The Diary Of A CEO",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=g7AxxkywiFI",
   "claim": "1976 Langer & Rodin nursing-home study: residents given choice/responsibility had roughly half the 18-month mortality of the control group",
   "claim_md": "1976 Langer & Rodin nursing-home study: residents given choice/responsibility had roughly half the 18-month mortality of the control group",
   "verdict": "Confirmed — 15% mortality (choice group) vs 30% (control group), an exact match to \"50% less likely to die\"",
   "verdict_md": "**Confirmed** — 15% mortality (choice group) vs 30% (control group), an exact match to \"50% less likely to die\"",
   "class": "confirmed",
   "checked_against": "Gerontologist / Oxford Academic summary, Silicon Canals",
   "source_md": "[Gerontologist / Oxford Academic summary](https://academic.oup.com/gerontologist/article/54/1/67/558565), [Silicon Canals](https://siliconcanals.com/sc-a-in-a-1970s-study-by-ellen-langer-and-judith-rodin-nursing-home-residents-were-given-responsibility-for-a-small-plant-eighteen-months-later-the-group-that-watered-their-own-plants-had-a-mortali/)",
   "sources": [
    {
     "title": "Gerontologist / Oxford Academic summary",
     "url": "https://academic.oup.com/gerontologist/article/54/1/67/558565"
    },
    {
     "title": "Silicon Canals",
     "url": "https://siliconcanals.com/sc-a-in-a-1970s-study-by-ellen-langer-and-judith-rodin-nursing-home-residents-were-given-responsibility-for-a-small-plant-eighteen-months-later-the-group-that-watered-their-own-plants-had-a-mortali/"
    }
   ]
  },
  {
   "id": "a6373117fc",
   "date": "2026-08-30",
   "brief": "2026-08-30-diary-of-a-ceo-seth-godin-quitting-perfectionism",
   "brief_title": "The Quitting Expert: Quit NOW Before AI Makes The Choice For You — Seth Godin (Diary Of A CEO)",
   "channel": "The Diary Of A CEO / Steven Bartlett",
   "channel_key": "the-diary-of-a-ceo",
   "channel_name": "The Diary Of A CEO",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=g7AxxkywiFI",
   "claim": "Patient-controlled analgesia (PCA): patients self-dosing report lower pain and use equal-or-less medication than staff-administered dosing",
   "claim_md": "Patient-controlled analgesia (PCA): patients self-dosing report lower pain and use equal-or-less medication than staff-administered dosing",
   "verdict": "Confirmed, general direction — PCA is consistently associated with lower pain scores and comparable-or-lower opioid consumption vs. conventional dosing",
   "verdict_md": "**Confirmed**, general direction — PCA is consistently associated with lower pain scores and comparable-or-lower opioid consumption vs. conventional dosing",
   "class": "confirmed",
   "checked_against": "Cochrane review data via ScienceDirect, BJA36342-0/fulltext)",
   "source_md": "[Cochrane review data via ScienceDirect](https://www.sciencedirect.com/science/article/abs/pii/S0735675721008780), [BJA](https://www.bjanaesthesia.org/article/S0007-0912(17)36342-0/fulltext)",
   "sources": [
    {
     "title": "Cochrane review data via ScienceDirect",
     "url": "https://www.sciencedirect.com/science/article/abs/pii/S0735675721008780"
    },
    {
     "title": "BJA",
     "url": "https://www.bjanaesthesia.org/article/S0007-0912(17"
    }
   ]
  },
  {
   "id": "54ea81fb20",
   "date": "2026-08-30",
   "brief": "2026-08-30-diary-of-a-ceo-seth-godin-quitting-perfectionism",
   "brief_title": "The Quitting Expert: Quit NOW Before AI Makes The Choice For You — Seth Godin (Diary Of A CEO)",
   "channel": "The Diary Of A CEO / Steven Bartlett",
   "channel_key": "the-diary-of-a-ceo",
   "channel_name": "The Diary Of A CEO",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=g7AxxkywiFI",
   "claim": "\"People who feel in control rate life satisfaction 7.4/10 vs 5.6/10 for those who don't; low-happiness people are 5x more likely to feel no control\"",
   "claim_md": "\"People who feel in control rate life satisfaction 7.4/10 vs 5.6/10 for those who don't; low-happiness people are 5x more likely to feel no control\"",
   "verdict": "Unverifiable as stated — locus-of-control research consistently links perceived control to higher life satisfaction, but no source was found matching these exact figures. Bartlett reads this live off his phone without naming a study",
   "verdict_md": "**Unverifiable as stated** — locus-of-control research consistently links perceived control to higher life satisfaction, but no source was found matching these exact figures. Bartlett reads this live off his phone without naming a study",
   "class": "unverified",
   "checked_against": "Searched directly; no matching primary source found",
   "source_md": "Searched directly; no matching primary source found",
   "sources": []
  },
  {
   "id": "5f10d7ce8b",
   "date": "2026-08-30",
   "brief": "2026-08-30-diary-of-a-ceo-seth-godin-quitting-perfectionism",
   "brief_title": "The Quitting Expert: Quit NOW Before AI Makes The Choice For You — Seth Godin (Diary Of A CEO)",
   "channel": "The Diary Of A CEO / Steven Bartlett",
   "channel_key": "the-diary-of-a-ceo",
   "channel_name": "The Diary Of A CEO",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=g7AxxkywiFI",
   "claim": "Michael Jordan retired from professional basketball, then played minor-league baseball, then returned to basketball, then retired again",
   "claim_md": "Michael Jordan retired from professional basketball, then played minor-league baseball, then returned to basketball, then retired again",
   "verdict": "Confirmed, general knowledge, used accurately to rebut the \"never quit\" framing",
   "verdict_md": "**Confirmed**, general knowledge, used accurately to rebut the \"never quit\" framing",
   "class": "confirmed",
   "checked_against": "n/a — uncontested public record",
   "source_md": "n/a — uncontested public record",
   "sources": []
  },
  {
   "id": "9ea8f14150",
   "date": "2026-08-30",
   "brief": "2026-08-30-doac-ed-zitron-ai-bubble",
   "brief_title": "The Man Who Calls BS On AI — Ed Zitron",
   "channel": "The Diary Of A CEO (Steven Bartlett)",
   "channel_key": "the-diary-of-a-ceo",
   "channel_name": "The Diary Of A CEO",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=Lf5oqGOCRCM",
   "claim": "OpenAI lost $20.9bn last year",
   "claim_md": "OpenAI lost $20.9bn last year",
   "verdict": "Confirmed, with a provenance caveat",
   "verdict_md": "**Confirmed, with a provenance caveat**",
   "class": "confirmed",
   "checked_against": "That is the 2025 operating loss. Total loss was $38.5bn; revenue $13.07bn, up from $3.7bn. Zitron broke this story himself from audited financials — the Financial Times independently verified it. He is the source, not a second opinion. Notably he cites the smaller figure.",
   "source_md": "That is the 2025 **operating** loss. Total loss was **$38.5bn**; revenue $13.07bn, up from $3.7bn. **Zitron broke this story himself** from audited financials — the Financial Times independently verified it. He is the source, not a second opinion. Notably he cites the *smaller* figure.",
   "sources": []
  },
  {
   "id": "391a531fe5",
   "date": "2026-08-30",
   "brief": "2026-08-30-doac-ed-zitron-ai-bubble",
   "brief_title": "The Man Who Calls BS On AI — Ed Zitron",
   "channel": "The Diary Of A CEO (Steven Bartlett)",
   "channel_key": "the-diary-of-a-ceo",
   "channel_name": "The Diary Of A CEO",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=Lf5oqGOCRCM",
   "claim": "$200 ChatGPT plan can burn ~$14,000 of tokens; $20 plan ~$400",
   "claim_md": "$200 ChatGPT plan can burn ~$14,000 of tokens; $20 plan ~$400",
   "verdict": "Confirmed",
   "verdict_md": "**Confirmed**",
   "class": "confirmed",
   "checked_against": "SemiAnalysis",
   "source_md": "SemiAnalysis",
   "sources": []
  },
  {
   "id": "b04bd37db9",
   "date": "2026-08-30",
   "brief": "2026-08-30-doac-ed-zitron-ai-bubble",
   "brief_title": "The Man Who Calls BS On AI — Ed Zitron",
   "channel": "The Diary Of A CEO (Steven Bartlett)",
   "channel_key": "the-diary-of-a-ceo",
   "channel_name": "The Diary Of A CEO",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=Lf5oqGOCRCM",
   "claim": "Uber burned its annual AI budget in three months",
   "claim_md": "Uber burned its annual AI budget in **three** months",
   "verdict": "Substantially right, number wrong",
   "verdict_md": "**Substantially right, number wrong**",
   "class": "partial",
   "checked_against": "It was four months (2026 budget). The COO quote is accurate in substance. He also omits the most useful detail: Uber now caps spend at $1,500/month per employee per agentic coding tool (Claude Code, Cursor).",
   "source_md": "It was **four** months (2026 budget). The COO quote is accurate in substance. He also omits the most useful detail: Uber now caps spend at **$1,500/month per employee per agentic coding tool** (Claude Code, Cursor).",
   "sources": []
  },
  {
   "id": "9102784362",
   "date": "2026-08-30",
   "brief": "2026-08-30-doac-ed-zitron-ai-bubble",
   "brief_title": "The Man Who Calls BS On AI — Ed Zitron",
   "channel": "The Diary Of A CEO (Steven Bartlett)",
   "channel_key": "the-diary-of-a-ceo",
   "channel_name": "The Diary Of A CEO",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=Lf5oqGOCRCM",
   "claim": "70% of AI revenue traces to OpenAI and Anthropic",
   "claim_md": "70% of AI revenue traces to OpenAI and Anthropic",
   "verdict": "Consistent with his published work",
   "verdict_md": "**Consistent with his published work**",
   "class": "confirmed",
   "checked_against": "This is his own analysis, widely repeated. Not independently confirmed here.",
   "source_md": "This is his own analysis, widely repeated. Not independently confirmed here.",
   "sources": []
  },
  {
   "id": "46c5e666ba",
   "date": "2026-08-30",
   "brief": "2026-08-30-doac-ed-zitron-ai-bubble",
   "brief_title": "The Man Who Calls BS On AI — Ed Zitron",
   "channel": "The Diary Of A CEO (Steven Bartlett)",
   "channel_key": "the-diary-of-a-ceo",
   "channel_name": "The Diary Of A CEO",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=Lf5oqGOCRCM",
   "claim": "Hallucination rates fell 21.8% → ~0.7% on simple summarisation",
   "claim_md": "Hallucination rates fell 21.8% → ~0.7% on simple summarisation",
   "verdict": "Confirmed — and it is Bartlett's point, not his",
   "verdict_md": "**Confirmed — and it is Bartlett's point, not his**",
   "class": "confirmed",
   "checked_against": "Vectara's leaderboard. Zitron's rebuttal was to question how \"simple tasks\" are defined rather than dispute the trend. Weakest moment of his argument.",
   "source_md": "Vectara's leaderboard. Zitron's rebuttal was to question how \"simple tasks\" are defined rather than dispute the trend. Weakest moment of his argument.",
   "sources": []
  },
  {
   "id": "e8c9f58da9",
   "date": "2026-08-30",
   "brief": "2026-08-30-doac-ed-zitron-ai-bubble",
   "brief_title": "The Man Who Calls BS On AI — Ed Zitron",
   "channel": "The Diary Of A CEO (Steven Bartlett)",
   "channel_key": "the-diary-of-a-ceo",
   "channel_name": "The Diary Of A CEO",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=Lf5oqGOCRCM",
   "claim": "Krugman's \"internet's impact no greater than the fax machine\"",
   "claim_md": "Krugman's \"internet's impact no greater than the fax machine\"",
   "verdict": "Real quote, 1998",
   "verdict_md": "**Real quote, 1998**",
   "class": "confirmed",
   "checked_against": "Frequently cited. Note the irony cuts both ways — Bartlett raises it against Zitron.",
   "source_md": "Frequently cited. Note the irony cuts both ways — Bartlett raises it *against* Zitron.",
   "sources": []
  },
  {
   "id": "d9065d2f1b",
   "date": "2026-08-30",
   "brief": "2026-08-30-doac-ed-zitron-ai-bubble",
   "brief_title": "The Man Who Calls BS On AI — Ed Zitron",
   "channel": "The Diary Of A CEO (Steven Bartlett)",
   "channel_key": "the-diary-of-a-ceo",
   "channel_name": "The Diary Of A CEO",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=Lf5oqGOCRCM",
   "claim": "Anthropic's \"Fable\" model has usage-based pricing on some accounts and low adoption due to cost",
   "claim_md": "Anthropic's \"Fable\" model has usage-based pricing on some accounts and low adoption due to cost",
   "verdict": "Unverified",
   "verdict_md": "**Unverified**",
   "class": "unverified",
   "checked_against": "Not checked. Named products and pricing terms are exactly what auto-captions mangle. Don't repeat this one without looking.",
   "source_md": "Not checked. Named products and pricing terms are exactly what auto-captions mangle. Don't repeat this one without looking.",
   "sources": []
  },
  {
   "id": "1b4f49594b",
   "date": "2026-08-30",
   "brief": "2026-08-30-doac-ed-zitron-ai-bubble",
   "brief_title": "The Man Who Calls BS On AI — Ed Zitron",
   "channel": "The Diary Of A CEO (Steven Bartlett)",
   "channel_key": "the-diary-of-a-ceo",
   "channel_name": "The Diary Of A CEO",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=Lf5oqGOCRCM",
   "claim": "Various capex/revenue figures (Microsoft $115bn capex, Nvidia $215.9bn, Oracle 7.1GW, OpenAI $750bn through 2030)",
   "claim_md": "Various capex/revenue figures (Microsoft $115bn capex, Nvidia $215.9bn, Oracle 7.1GW, OpenAI $750bn through 2030)",
   "verdict": "Not individually verified",
   "verdict_md": "**Not individually verified**",
   "class": "unverified",
   "checked_against": "Directionally consistent with widely reported figures. Spot-check any you intend to use.",
   "source_md": "Directionally consistent with widely reported figures. Spot-check any you intend to use.",
   "sources": []
  },
  {
   "id": "85d2226ac3",
   "date": "2026-08-30",
   "brief": "2026-08-30-fb-reel-five-steps-service-business",
   "brief_title": "The Five Simplest Paths To Making Money (14s reel)",
   "channel": "Facebook page \"Alex Hormozi\"",
   "channel_key": "alex-hormozi",
   "channel_name": "Alex Hormozi",
   "lane": "",
   "video": "https://www.facebook.com/share/r/19HFYCY7UW/?mibextid=wwXIfr",
   "claim": "Find a service people already buy",
   "claim_md": "Find a service people already buy",
   "verdict": "Yes. Demand pre-validated, no market creation needed. The single best line in the clip.",
   "verdict_md": "**Yes.** Demand pre-validated, no market creation needed. The single best line in the clip.",
   "class": "confirmed",
   "checked_against": "",
   "source_md": "",
   "sources": []
  },
  {
   "id": "a4e06a8ba4",
   "date": "2026-08-30",
   "brief": "2026-08-30-fb-reel-five-steps-service-business",
   "brief_title": "The Five Simplest Paths To Making Money (14s reel)",
   "channel": "Facebook page \"Alex Hormozi\"",
   "channel_key": "alex-hormozi",
   "channel_name": "Alex Hormozi",
   "lane": "",
   "video": "https://www.facebook.com/share/r/19HFYCY7UW/?mibextid=wwXIfr",
   "claim": "Half the time / twice as easy / remove the risk",
   "claim_md": "Half the time / twice as easy / remove the risk",
   "verdict": "Yes. This is Hormozi's own documented playbook — the $100M Offers value equation (dream outcome, perceived likelihood, time delay, effort). \"Remove the risk\" = guarantee.",
   "verdict_md": "**Yes.** This is Hormozi's own documented playbook — the $100M Offers value equation (dream outcome, perceived likelihood, time delay, effort). \"Remove the risk\" = guarantee.",
   "class": "confirmed",
   "checked_against": "",
   "source_md": "",
   "sources": []
  },
  {
   "id": "a11e9e977a",
   "date": "2026-08-30",
   "brief": "2026-08-30-fb-reel-five-steps-service-business",
   "brief_title": "The Five Simplest Paths To Making Money (14s reel)",
   "channel": "Facebook page \"Alex Hormozi\"",
   "channel_key": "alex-hormozi",
   "channel_name": "Alex Hormozi",
   "lane": "",
   "video": "https://www.facebook.com/share/r/19HFYCY7UW/?mibextid=wwXIfr",
   "claim": "Ask everyone you know",
   "claim_md": "Ask everyone you know",
   "verdict": "Partly. True for the first 3–5 customers. Warm network is finite and non-renewing. Presented as the demand channel rather than the first 90 days.",
   "verdict_md": "**Partly.** True for the first 3–5 customers. Warm network is finite and non-renewing. Presented as *the* demand channel rather than the first 90 days.",
   "class": "partial",
   "checked_against": "",
   "source_md": "",
   "sources": []
  },
  {
   "id": "f3601610bc",
   "date": "2026-08-30",
   "brief": "2026-08-30-fb-reel-five-steps-service-business",
   "brief_title": "The Five Simplest Paths To Making Money (14s reel)",
   "channel": "Facebook page \"Alex Hormozi\"",
   "channel_key": "alex-hormozi",
   "channel_name": "Alex Hormozi",
   "lane": "",
   "video": "https://www.facebook.com/share/r/19HFYCY7UW/?mibextid=wwXIfr",
   "claim": "Charge more than everyone else",
   "claim_md": "Charge more than everyone else",
   "verdict": "This is where it breaks. Premium pricing is conditional on #2 actually delivered and on proof a stranger can verify. Strip the condition and \"charge more\" is just a lower conversion rate.",
   "verdict_md": "**This is where it breaks.** Premium pricing is conditional on #2 actually delivered *and* on proof a stranger can verify. Strip the condition and \"charge more\" is just a lower conversion rate.",
   "class": "contradicted",
   "checked_against": "",
   "source_md": "",
   "sources": []
  },
  {
   "id": "7df76085ee",
   "date": "2026-08-30",
   "brief": "2026-08-30-fb-reel-five-steps-service-business",
   "brief_title": "The Five Simplest Paths To Making Money (14s reel)",
   "channel": "Facebook page \"Alex Hormozi\"",
   "channel_key": "alex-hormozi",
   "channel_name": "Alex Hormozi",
   "lane": "",
   "video": "https://www.facebook.com/share/r/19HFYCY7UW/?mibextid=wwXIfr",
   "claim": "Don't stop when you get bored",
   "claim_md": "Don't stop when you get bored",
   "verdict": "Unfalsifiable. Every failure gets relabelled as quitting. Survivorship dressed as method.",
   "verdict_md": "**Unfalsifiable.** Every failure gets relabelled as quitting. Survivorship dressed as method.",
   "class": "unverified",
   "checked_against": "",
   "source_md": "",
   "sources": []
  },
  {
   "id": "a2048a7cc8",
   "date": "2026-08-30",
   "brief": "2026-08-30-jonathan-edwards-copilot-sharepoint-governance",
   "brief_title": "Copilot Exposes M365 Governance Gaps — ShareGate Protect Fixes Them (Jonathan Edwards)",
   "channel": "Jonathan Edwards",
   "channel_key": "jonathan-edwards",
   "channel_name": "Jonathan Edwards",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=hGYrwQyXJl4",
   "claim": "\"Copilot doesn't grant new access, it uses access that already exists\"",
   "claim_md": "\"Copilot doesn't grant new access, it uses access that already exists\"",
   "verdict": "Confirmed — this is Microsoft's own stated position on Copilot and existing permissions",
   "verdict_md": "**Confirmed** — this is Microsoft's own stated position on Copilot and existing permissions",
   "class": "confirmed",
   "checked_against": "General knowledge, uncontested and widely documented; not independently re-verified this run given low stakes",
   "source_md": "General knowledge, uncontested and widely documented; not independently re-verified this run given low stakes",
   "sources": []
  },
  {
   "id": "91de82e3d6",
   "date": "2026-08-30",
   "brief": "2026-08-30-jonathan-edwards-copilot-sharepoint-governance",
   "brief_title": "Copilot Exposes M365 Governance Gaps — ShareGate Protect Fixes Them (Jonathan Edwards)",
   "channel": "Jonathan Edwards",
   "channel_key": "jonathan-edwards",
   "channel_name": "Jonathan Edwards",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=hGYrwQyXJl4",
   "claim": "SharePoint Advanced Management's sharing-link report is limited to the last 28 days",
   "claim_md": "SharePoint Advanced Management's sharing-link report is limited to the last 28 days",
   "verdict": "Unverified this run — plausible and specific enough to be checkable, but not checked against Microsoft Learn",
   "verdict_md": "**Unverified this run** — plausible and specific enough to be checkable, but not checked against Microsoft Learn",
   "class": "unverified",
   "checked_against": "Flagging as unverified rather than asserting",
   "source_md": "Flagging as unverified rather than asserting",
   "sources": []
  },
  {
   "id": "11aa5e3298",
   "date": "2026-08-30",
   "brief": "2026-08-30-jonathan-edwards-copilot-sharepoint-governance",
   "brief_title": "Copilot Exposes M365 Governance Gaps — ShareGate Protect Fixes Them (Jonathan Edwards)",
   "channel": "Jonathan Edwards",
   "channel_key": "jonathan-edwards",
   "channel_name": "Jonathan Edwards",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=hGYrwQyXJl4",
   "claim": "ShareGate Protect MCP support, read-only first",
   "claim_md": "ShareGate Protect MCP support, read-only first",
   "verdict": "Unverifiable — forward-looking vendor roadmap statement, no independent source to check it against",
   "verdict_md": "**Unverifiable** — forward-looking vendor roadmap statement, no independent source to check it against",
   "class": "unverified",
   "checked_against": "n/a",
   "source_md": "n/a",
   "sources": []
  },
  {
   "id": "7b19218fa4",
   "date": "2026-08-30",
   "brief": "2026-08-30-jonathan-edwards-defender-intune-migration",
   "brief_title": "99% of IT Teams STILL Get Microsoft Defender + Intune Wrong",
   "channel": "Jonathan Edwards (bearded 365 guy)",
   "channel_key": "jonathan-edwards",
   "channel_name": "Jonathan Edwards",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=nCYPmAr-k90",
   "claim": "Automatic attack disruption contains attacks in progress and limits lateral movement",
   "claim_md": "Automatic attack disruption contains attacks in progress and limits lateral movement",
   "verdict": "Confirmed",
   "verdict_md": "**Confirmed**",
   "class": "confirmed",
   "checked_against": "Microsoft Learn, Automatic attack disruption in Microsoft Defender — correlates signals, identifies attacker-controlled assets, contains them automatically",
   "source_md": "Microsoft Learn, *Automatic attack disruption in Microsoft Defender* — correlates signals, identifies attacker-controlled assets, contains them automatically",
   "sources": []
  },
  {
   "id": "001834fda4",
   "date": "2026-08-30",
   "brief": "2026-08-30-jonathan-edwards-defender-intune-migration",
   "brief_title": "99% of IT Teams STILL Get Microsoft Defender + Intune Wrong",
   "channel": "Jonathan Edwards (bearded 365 guy)",
   "channel_key": "jonathan-edwards",
   "channel_name": "Jonathan Edwards",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=nCYPmAr-k90",
   "claim": "Closed loop: detection → Intune compliance → Conditional Access block",
   "claim_md": "Closed loop: detection → Intune compliance → Conditional Access block",
   "verdict": "Confirmed as a real architecture",
   "verdict_md": "**Confirmed as a real architecture**",
   "class": "confirmed",
   "checked_against": "Documented response actions include contain/isolate device and revoke/suspend user in Entra ID",
   "source_md": "Documented response actions include contain/isolate device and revoke/suspend user in Entra ID",
   "sources": []
  },
  {
   "id": "5e153880ba",
   "date": "2026-08-30",
   "brief": "2026-08-30-jonathan-edwards-defender-intune-migration",
   "brief_title": "99% of IT Teams STILL Get Microsoft Defender + Intune Wrong",
   "channel": "Jonathan Edwards (bearded 365 guy)",
   "channel_key": "jonathan-edwards",
   "channel_name": "Jonathan Edwards",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=nCYPmAr-k90",
   "claim": "Defender enters passive mode automatically when third-party AV is present",
   "claim_md": "Defender enters passive mode automatically when third-party AV is present",
   "verdict": "Confirmed for onboarded Windows clients — but see caveat below",
   "verdict_md": "**Confirmed for onboarded Windows clients — but see caveat below**",
   "class": "partial",
   "checked_against": "Learn, Defender Antivirus compatibility with other security products",
   "source_md": "Learn, *Defender Antivirus compatibility with other security products*",
   "sources": []
  },
  {
   "id": "32bbe47cf4",
   "date": "2026-08-30",
   "brief": "2026-08-30-jonathan-edwards-defender-intune-migration",
   "brief_title": "99% of IT Teams STILL Get Microsoft Defender + Intune Wrong",
   "channel": "Jonathan Edwards (bearded 365 guy)",
   "channel_key": "jonathan-edwards",
   "channel_name": "Jonathan Edwards",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=nCYPmAr-k90",
   "claim": "Defender is the only endpoint solution that can proactively defend during an active attack",
   "claim_md": "Defender is the **only** endpoint solution that can proactively defend during an active attack",
   "verdict": "Overstated",
   "verdict_md": "**Overstated**",
   "class": "partial",
   "checked_against": "Microsoft's own wording is that many XDR/SOAR platforms let you build automatic response actions, and that attack disruption is built in. \"Built-in vs assembled\" is the real claim. \"Only\" is not Microsoft's claim and is not defensible in a bake-off.",
   "source_md": "Microsoft's own wording is that many XDR/SOAR platforms let you *build* automatic response actions, and that attack disruption is *built in*. \"Built-in vs assembled\" is the real claim. \"Only\" is not Microsoft's claim and is not defensible in a bake-off.",
   "sources": []
  },
  {
   "id": "25d88d0512",
   "date": "2026-08-30",
   "brief": "2026-08-30-jonathan-edwards-defender-intune-migration",
   "brief_title": "99% of IT Teams STILL Get Microsoft Defender + Intune Wrong",
   "channel": "Jonathan Edwards (bearded 365 guy)",
   "channel_key": "jonathan-edwards",
   "channel_name": "Jonathan Edwards",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=nCYPmAr-k90",
   "claim": "\"Microsoft quotes stopping ransomware in 30 seconds on average\"",
   "claim_md": "\"Microsoft quotes stopping ransomware in 30 seconds on average\"",
   "verdict": "Could not verify",
   "verdict_md": "**Could not verify**",
   "class": "unverified",
   "checked_against": "No such figure found in Defender documentation. Treat as unverified marketing. Auto-captions also mangle numbers, so the figure itself may be a transcription artefact. Do not put this in a proposal.",
   "source_md": "No such figure found in Defender documentation. Treat as unverified marketing. Auto-captions also mangle numbers, so the figure itself may be a transcription artefact. **Do not put this in a proposal.**",
   "sources": []
  },
  {
   "id": "80213912c8",
   "date": "2026-08-30",
   "brief": "2026-08-30-jonathan-edwards-defender-intune-migration",
   "brief_title": "99% of IT Teams STILL Get Microsoft Defender + Intune Wrong",
   "channel": "Jonathan Edwards (bearded 365 guy)",
   "channel_key": "jonathan-edwards",
   "channel_name": "Jonathan Edwards",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=nCYPmAr-k90",
   "claim": "\"Controlled configuration\" locks a validated set of Defender settings",
   "claim_md": "\"Controlled configuration\" locks a validated set of Defender settings",
   "verdict": "Real, but materially misdescribed",
   "verdict_md": "**Real, but materially misdescribed**",
   "class": "partial",
   "checked_against": "See below",
   "source_md": "See below",
   "sources": []
  },
  {
   "id": "e4b05a61e0",
   "date": "2026-08-30",
   "brief": "2026-08-30-jonathan-edwards-device-code-phishing",
   "brief_title": "Your MFA Won't Stop This. Here's What Will",
   "channel": "Jonathan Edwards (bearded 365 guy)",
   "channel_key": "jonathan-edwards",
   "channel_name": "Jonathan Edwards",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=PFyedg_XUOo",
   "claim": "Device code phishing is real and used in the wild against M365",
   "claim_md": "Device code phishing is real and used in the wild against M365",
   "verdict": "Confirmed",
   "verdict_md": "**Confirmed**",
   "class": "confirmed",
   "checked_against": "Microsoft attributed Storm-2372 (Feb 2025); Volexity tracked UTA0304/UTA0307; further waves via Amazon Threat Intel and Proofpoint",
   "source_md": "Microsoft attributed Storm-2372 (Feb 2025); Volexity tracked UTA0304/UTA0307; further waves via Amazon Threat Intel and Proofpoint",
   "sources": []
  },
  {
   "id": "29da4fc8c4",
   "date": "2026-08-30",
   "brief": "2026-08-30-jonathan-edwards-device-code-phishing",
   "brief_title": "Your MFA Won't Stop This. Here's What Will",
   "channel": "Jonathan Edwards (bearded 365 guy)",
   "channel_key": "jonathan-edwards",
   "channel_name": "Jonathan Edwards",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=PFyedg_XUOo",
   "claim": "Still current, not a 2025 story",
   "claim_md": "Still current, not a 2025 story",
   "verdict": "Confirmed, and worse than the video implies",
   "verdict_md": "**Confirmed, and worse than the video implies**",
   "class": "confirmed",
   "checked_against": "A March 2026 OAuth device-code campaign hit 340+ M365 orgs across five countries",
   "source_md": "A March 2026 OAuth device-code campaign hit 340+ M365 orgs across five countries",
   "sources": []
  },
  {
   "id": "65e3cb3dd6",
   "date": "2026-08-30",
   "brief": "2026-08-30-jonathan-edwards-device-code-phishing",
   "brief_title": "Your MFA Won't Stop This. Here's What Will",
   "channel": "Jonathan Edwards (bearded 365 guy)",
   "channel_key": "jonathan-edwards",
   "channel_name": "Jonathan Edwards",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=PFyedg_XUOo",
   "claim": "Password isn't stolen; MFA doesn't stop it",
   "claim_md": "Password isn't stolen; MFA doesn't stop it",
   "verdict": "Confirmed",
   "verdict_md": "**Confirmed**",
   "class": "confirmed",
   "checked_against": "Microsoft Learn calls device code flow \"a high-risk authentication method that can be part of a phishing attack\" and recommends blocking it wherever possible",
   "source_md": "Microsoft Learn calls device code flow \"a high-risk authentication method that can be part of a phishing attack\" and recommends blocking it wherever possible",
   "sources": []
  },
  {
   "id": "49bf075f0c",
   "date": "2026-08-30",
   "brief": "2026-08-30-jonathan-edwards-device-code-phishing",
   "brief_title": "Your MFA Won't Stop This. Here's What Will",
   "channel": "Jonathan Edwards (bearded 365 guy)",
   "channel_key": "jonathan-edwards",
   "channel_name": "Jonathan Edwards",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=PFyedg_XUOo",
   "claim": "Fix is Conditions → Authentication flows → Device code flow → Block",
   "claim_md": "Fix is Conditions → Authentication flows → Device code flow → Block",
   "verdict": "Confirmed, exact match",
   "verdict_md": "**Confirmed, exact match**",
   "class": "confirmed",
   "checked_against": "Microsoft Learn's own step list matches the video step for step, including All users, exclude break-glass, All resources, Block access",
   "source_md": "Microsoft Learn's own step list matches the video step for step, including All users, exclude break-glass, All resources, Block access",
   "sources": []
  },
  {
   "id": "66a87f8c14",
   "date": "2026-08-30",
   "brief": "2026-08-30-jonathan-edwards-device-code-phishing",
   "brief_title": "Your MFA Won't Stop This. Here's What Will",
   "channel": "Jonathan Edwards (bearded 365 guy)",
   "channel_key": "jonathan-edwards",
   "channel_name": "Jonathan Edwards",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=PFyedg_XUOo",
   "claim": "Set to report-only first, monitor, then enable",
   "claim_md": "Set to report-only first, monitor, then enable",
   "verdict": "Confirmed, exact match",
   "verdict_md": "**Confirmed, exact match**",
   "class": "confirmed",
   "checked_against": "Learn's steps 8–9 say precisely this",
   "source_md": "Learn's steps 8–9 say precisely this",
   "sources": []
  },
  {
   "id": "23d542b3de",
   "date": "2026-08-30",
   "brief": "2026-08-30-jonathan-edwards-device-code-phishing",
   "brief_title": "Your MFA Won't Stop This. Here's What Will",
   "channel": "Jonathan Edwards (bearded 365 guy)",
   "channel_key": "jonathan-edwards",
   "channel_name": "Jonathan Edwards",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=PFyedg_XUOo",
   "claim": "\"Resetting the password won't fix it\"",
   "claim_md": "\"Resetting the password won't fix it\"",
   "verdict": "Directionally right, imprecise",
   "verdict_md": "**Directionally right, imprecise**",
   "class": "partial",
   "checked_against": "A password reset can invalidate refresh tokens, but the reliable remediation is Revoke sessions (Revoke-EntraUserAllRefreshToken). Access tokens survive up to ~1hr regardless unless CAE is in play. Don't repeat his phrasing to a client.",
   "source_md": "A password reset *can* invalidate refresh tokens, but the reliable remediation is **Revoke sessions** (`Revoke-EntraUserAllRefreshToken`). Access tokens survive up to ~1hr regardless unless CAE is in play. Don't repeat his phrasing to a client.",
   "sources": []
  },
  {
   "id": "e9d3b87bc7",
   "date": "2026-08-30",
   "brief": "2026-08-30-jonathan-edwards-entra-memberof-retirement",
   "brief_title": "Your Entra Dynamic Groups Break in November (Silently)",
   "channel": "Jonathan Edwards (bearded 365 guy)",
   "channel_key": "jonathan-edwards",
   "channel_name": "Jonathan Edwards",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=XV46rKKtk-c",
   "claim": "memberOf retires 3 November 2026",
   "claim_md": "`memberOf` retires 3 November 2026",
   "verdict": "Confirmed",
   "verdict_md": "**Confirmed**",
   "class": "confirmed",
   "checked_against": "Microsoft Learn, and Message Center MC1448379",
   "source_md": "Microsoft Learn, and Message Center **MC1448379**",
   "sources": []
  },
  {
   "id": "afdc5cbea2",
   "date": "2026-08-30",
   "brief": "2026-08-30-jonathan-edwards-entra-memberof-retirement",
   "brief_title": "Your Entra Dynamic Groups Break in November (Silently)",
   "channel": "Jonathan Edwards (bearded 365 guy)",
   "channel_key": "jonathan-edwards",
   "channel_name": "Jonathan Edwards",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=XV46rKKtk-c",
   "claim": "Affected configs \"stop updating and remain in their last known state\"",
   "claim_md": "Affected configs \"stop updating and remain in their last known state\"",
   "verdict": "Confirmed, near-verbatim",
   "verdict_md": "**Confirmed, near-verbatim**",
   "class": "confirmed",
   "checked_against": "Learn uses almost exactly this phrasing",
   "source_md": "Learn uses almost exactly this phrasing",
   "sources": []
  },
  {
   "id": "b512fee029",
   "date": "2026-08-30",
   "brief": "2026-08-30-jonathan-edwards-entra-memberof-retirement",
   "brief_title": "Your Entra Dynamic Groups Break in November (Silently)",
   "channel": "Jonathan Edwards (bearded 365 guy)",
   "channel_key": "jonathan-edwards",
   "channel_name": "Jonathan Edwards",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=XV46rKKtk-c",
   "claim": "Reason is tenant-wide processing slowdown",
   "claim_md": "Reason is tenant-wide processing slowdown",
   "verdict": "Confirmed",
   "verdict_md": "**Confirmed**",
   "class": "confirmed",
   "checked_against": "\"using memberOf can slow dynamic membership processing for all groups in a tenant\"",
   "source_md": "\"using `memberOf` can slow dynamic membership processing for all groups in a tenant\"",
   "sources": []
  },
  {
   "id": "faedd6eac8",
   "date": "2026-08-30",
   "brief": "2026-08-30-jonathan-edwards-entra-memberof-retirement",
   "brief_title": "Your Entra Dynamic Groups Break in November (Silently)",
   "channel": "Jonathan Edwards (bearded 365 guy)",
   "channel_key": "jonathan-edwards",
   "channel_name": "Jonathan Edwards",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=XV46rKKtk-c",
   "claim": "In preview since 2022, never GA",
   "claim_md": "In preview since 2022, never GA",
   "verdict": "Confirmed",
   "verdict_md": "**Confirmed**",
   "class": "confirmed",
   "checked_against": "Documented as a preview operator throughout; not recommended for production",
   "source_md": "Documented as a preview operator throughout; not recommended for production",
   "sources": []
  },
  {
   "id": "c90793db53",
   "date": "2026-08-30",
   "brief": "2026-08-30-jonathan-edwards-entra-memberof-retirement",
   "brief_title": "Your Entra Dynamic Groups Break in November (Silently)",
   "channel": "Jonathan Edwards (bearded 365 guy)",
   "channel_key": "jonathan-edwards",
   "channel_name": "Jonathan Edwards",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=XV46rKKtk-c",
   "claim": "Consequence: stale Conditional Access targeting and SharePoint/Teams access",
   "claim_md": "Consequence: stale Conditional Access targeting and SharePoint/Teams access",
   "verdict": "Confirmed",
   "verdict_md": "**Confirmed**",
   "class": "confirmed",
   "checked_against": "Learn lists both explicitly",
   "source_md": "Learn lists both explicitly",
   "sources": []
  },
  {
   "id": "524310cf8f",
   "date": "2026-08-30",
   "brief": "2026-08-30-jonathan-edwards-entra-memberof-retirement",
   "brief_title": "Your Entra Dynamic Groups Break in November (Silently)",
   "channel": "Jonathan Edwards (bearded 365 guy)",
   "channel_key": "jonathan-edwards",
   "channel_name": "Jonathan Edwards",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=XV46rKKtk-c",
   "claim": "Only dynamic groups are affected",
   "claim_md": "Only dynamic *groups* are affected",
   "verdict": "Incomplete in narration",
   "verdict_md": "**Incomplete in narration**",
   "class": "partial",
   "checked_against": "Three object types are affected: dynamic membership groups, dynamic administrative units, and entitlement management auto-assignment policies. His script covers the first two; his description flags the third. The video only ever demonstrates groups.",
   "source_md": "Three object types are affected: dynamic membership groups, **dynamic administrative units**, and **entitlement management auto-assignment policies**. His script covers the first two; his description flags the third. The video only ever demonstrates groups.",
   "sources": []
  },
  {
   "id": "e1b052fe09",
   "date": "2026-08-30",
   "brief": "2026-08-30-jonathan-edwards-sms-mfa-retirement",
   "brief_title": "Microsoft Is Killing SMS MFA — Your 2027 Deadline (Jonathan Edwards)",
   "channel": "Jonathan Edwards",
   "channel_key": "jonathan-edwards",
   "channel_name": "Jonathan Edwards",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=KgdkXpGT0ho",
   "claim": "MS-provided SMS/voice MFA retires 1 Feb 2027; third-party telecom via Security Store can continue",
   "claim_md": "MS-provided SMS/voice MFA retires 1 Feb 2027; third-party telecom via Security Store can continue",
   "verdict": "Confirmed",
   "verdict_md": "**Confirmed**",
   "class": "confirmed",
   "checked_against": "Microsoft Learn — Passkeys by default and retirement of MS-provided SMS/voice",
   "source_md": "[Microsoft Learn — Passkeys by default and retirement of MS-provided SMS/voice](https://learn.microsoft.com/en-us/entra/identity/authentication/concept-sms-voice-retirement)",
   "sources": [
    {
     "title": "Microsoft Learn — Passkeys by default and retirement of MS-provided SMS/voice",
     "url": "https://learn.microsoft.com/en-us/entra/identity/authentication/concept-sms-voice-retirement"
    }
   ]
  },
  {
   "id": "57eee54963",
   "date": "2026-08-30",
   "brief": "2026-08-30-jonathan-edwards-sms-mfa-retirement",
   "brief_title": "Microsoft Is Killing SMS MFA — Your 2027 Deadline (Jonathan Edwards)",
   "channel": "Jonathan Edwards",
   "channel_key": "jonathan-edwards",
   "channel_name": "Jonathan Edwards",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=KgdkXpGT0ho",
   "claim": "Passkeys auto-enabled + registration campaign nudge starts 1 Sep 2026 for tenants with SMS/voice enabled",
   "claim_md": "Passkeys auto-enabled + registration campaign nudge starts 1 Sep 2026 for tenants with SMS/voice enabled",
   "verdict": "Confirmed",
   "verdict_md": "**Confirmed**",
   "class": "confirmed",
   "checked_against": "Same Microsoft Learn page + FAQ",
   "source_md": "Same Microsoft Learn page + [FAQ](https://learn.microsoft.com/en-us/entra/identity/authentication/concept-sms-voice-retirement-faq)",
   "sources": [
    {
     "title": "FAQ",
     "url": "https://learn.microsoft.com/en-us/entra/identity/authentication/concept-sms-voice-retirement-faq"
    }
   ]
  },
  {
   "id": "5797908d96",
   "date": "2026-08-30",
   "brief": "2026-08-30-jonathan-edwards-sms-mfa-retirement",
   "brief_title": "Microsoft Is Killing SMS MFA — Your 2027 Deadline (Jonathan Edwards)",
   "channel": "Jonathan Edwards",
   "channel_key": "jonathan-edwards",
   "channel_name": "Jonathan Edwards",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=KgdkXpGT0ho",
   "claim": "Graph-beta opt-out exists to delay the September auto-enable",
   "claim_md": "Graph-beta opt-out exists to delay the September auto-enable",
   "verdict": "Confirmed — the property is optOutSettings.passkeyDynamicMigration on the authentication methods policy, requires Policy.ReadWrite.AuthenticationMethod",
   "verdict_md": "**Confirmed** — the property is `optOutSettings.passkeyDynamicMigration` on the authentication methods policy, requires `Policy.ReadWrite.AuthenticationMethod`",
   "class": "confirmed",
   "checked_against": "WebSearch, multiple independent write-ups corroborating the Microsoft Learn FAQ",
   "source_md": "WebSearch, multiple independent write-ups corroborating the Microsoft Learn FAQ",
   "sources": []
  },
  {
   "id": "c26c3de1e0",
   "date": "2026-08-30",
   "brief": "2026-08-30-jonathan-edwards-sms-mfa-retirement",
   "brief_title": "Microsoft Is Killing SMS MFA — Your 2027 Deadline (Jonathan Edwards)",
   "channel": "Jonathan Edwards",
   "channel_key": "jonathan-edwards",
   "channel_name": "Jonathan Edwards",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=KgdkXpGT0ho",
   "claim": "\"No opt-out from the February retirement itself\"",
   "claim_md": "\"No opt-out from the February retirement itself\"",
   "verdict": "Confirmed",
   "verdict_md": "**Confirmed**",
   "class": "confirmed",
   "checked_against": "Microsoft Learn FAQ states this plainly",
   "source_md": "Microsoft Learn FAQ states this plainly",
   "sources": []
  },
  {
   "id": "d8ae88e08e",
   "date": "2026-08-30",
   "brief": "2026-08-30-modern-wisdom-hugging-face-ai-attack",
   "brief_title": "The Hugging Face AI Attack Should Terrify Us (Modern Wisdom clip)",
   "channel": "Chris Williamson / Modern Wisdom",
   "channel_key": "chris-williamson",
   "channel_name": "Chris Williamson",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=4dIgq-efQpY",
   "claim": "An OpenAI AI agent escaped a sandbox and breached Hugging Face's production infrastructure",
   "claim_md": "An OpenAI AI agent escaped a sandbox and breached Hugging Face's production infrastructure",
   "verdict": "Confirmed",
   "verdict_md": "**Confirmed**",
   "class": "confirmed",
   "checked_against": "CNN Business, Hugging Face's own technical timeline",
   "source_md": "[CNN Business](https://www.cnn.com/2026/07/22/tech/openai-hugging-face-ai-cybersecurity), [Hugging Face's own technical timeline](https://huggingface.co/blog/agent-intrusion-technical-timeline)",
   "sources": [
    {
     "title": "CNN Business",
     "url": "https://www.cnn.com/2026/07/22/tech/openai-hugging-face-ai-cybersecurity"
    },
    {
     "title": "Hugging Face's own technical timeline",
     "url": "https://huggingface.co/blog/agent-intrusion-technical-timeline"
    }
   ]
  },
  {
   "id": "a1f0fda7a2",
   "date": "2026-08-30",
   "brief": "2026-08-30-modern-wisdom-hugging-face-ai-attack",
   "brief_title": "The Hugging Face AI Attack Should Terrify Us (Modern Wisdom clip)",
   "channel": "Chris Williamson / Modern Wisdom",
   "channel_key": "chris-williamson",
   "channel_name": "Chris Williamson",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=4dIgq-efQpY",
   "claim": "The agents used a genuine zero-day and chained novel attack paths without source-code access",
   "claim_md": "The agents used a genuine zero-day and chained novel attack paths without source-code access",
   "verdict": "Confirmed",
   "verdict_md": "**Confirmed**",
   "class": "confirmed",
   "checked_against": "InfoQ",
   "source_md": "[InfoQ](https://www.infoq.com/news/2026/08/openai-huggingface-breach/)",
   "sources": [
    {
     "title": "InfoQ",
     "url": "https://www.infoq.com/news/2026/08/openai-huggingface-breach/"
    }
   ]
  },
  {
   "id": "0907ac9df1",
   "date": "2026-08-30",
   "brief": "2026-08-30-modern-wisdom-hugging-face-ai-attack",
   "brief_title": "The Hugging Face AI Attack Should Terrify Us (Modern Wisdom clip)",
   "channel": "Chris Williamson / Modern Wisdom",
   "channel_key": "chris-williamson",
   "channel_name": "Chris Williamson",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=4dIgq-efQpY",
   "claim": "It \"held OpenAI hostage for $100M\" (video description's framing)",
   "claim_md": "It \"held OpenAI hostage for $100M\" (video description's framing)",
   "verdict": "Contradicted. No ransom, no bad actor, no hostage situation. The $100M figure is Hugging Face CEO Clément Delangue publicly asking OpenAI for $100M in compute for community cyber defences, a separate ask made after the fact",
   "verdict_md": "**Contradicted.** No ransom, no bad actor, no hostage situation. The $100M figure is Hugging Face CEO Clément Delangue publicly asking OpenAI for $100M in *compute for community cyber defences*, a separate ask made after the fact",
   "class": "contradicted",
   "checked_against": "AI Weekly, Fortune",
   "source_md": "[AI Weekly](https://aiweekly.co/alerts/hugging-faces-delangue-demands-agent-traces-100m-from-openai), [Fortune](https://fortune.com/2026/08/26/openai-publishes-technical-report-on-how-its-agents-hacked-hugging-face-here-are-the-main-takeaways-and-what-openai-left-out/)",
   "sources": [
    {
     "title": "AI Weekly",
     "url": "https://aiweekly.co/alerts/hugging-faces-delangue-demands-agent-traces-100m-from-openai"
    },
    {
     "title": "Fortune",
     "url": "https://fortune.com/2026/08/26/openai-publishes-technical-report-on-how-its-agents-hacked-hugging-face-here-are-the-main-takeaways-and-what-openai-left-out/"
    }
   ]
  },
  {
   "id": "e81e4f9e2a",
   "date": "2026-08-30",
   "brief": "2026-08-30-modern-wisdom-hugging-face-ai-attack",
   "brief_title": "The Hugging Face AI Attack Should Terrify Us (Modern Wisdom clip)",
   "channel": "Chris Williamson / Modern Wisdom",
   "channel_key": "chris-williamson",
   "channel_name": "Chris Williamson",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=4dIgq-efQpY",
   "claim": "The agent's behaviour proves \"instrumental convergence\" / deliberate deceptive intent",
   "claim_md": "The agent's behaviour proves \"instrumental convergence\" / deliberate deceptive intent",
   "verdict": "Softened by later evidence. OpenAI's official report (26 Aug 2026, published after this clip) characterises the behaviour as reward hacking — over-optimising the eval's scoring signal — rather than deliberate power-seeking or deception",
   "verdict_md": "**Softened by later evidence.** OpenAI's official report (26 Aug 2026, published after this clip) characterises the behaviour as **reward hacking** — over-optimising the eval's scoring signal — rather than deliberate power-seeking or deception",
   "class": "partial",
   "checked_against": "Forbes, TechCrunch",
   "source_md": "[Forbes](https://www.forbes.com/sites/timkeary/2026/08/26/openai-finds-agents-that-breached-hugging-face-were-reward-hacking/), [TechCrunch](https://techcrunch.com/2026/08/26/openai-releases-its-official-report-on-the-hugging-face-breach/)",
   "sources": [
    {
     "title": "Forbes",
     "url": "https://www.forbes.com/sites/timkeary/2026/08/26/openai-finds-agents-that-breached-hugging-face-were-reward-hacking/"
    },
    {
     "title": "TechCrunch",
     "url": "https://techcrunch.com/2026/08/26/openai-releases-its-official-report-on-the-hugging-face-breach/"
    }
   ]
  },
  {
   "id": "5112eb126b",
   "date": "2026-08-30",
   "brief": "2026-08-30-modern-wisdom-hugging-face-ai-attack",
   "brief_title": "The Hugging Face AI Attack Should Terrify Us (Modern Wisdom clip)",
   "channel": "Chris Williamson / Modern Wisdom",
   "channel_key": "chris-williamson",
   "channel_name": "Chris Williamson",
   "lane": "self",
   "video": "https://www.youtube.com/watch?v=4dIgq-efQpY",
   "claim": "Model left notes for future AI instances on escaping sandboxes",
   "claim_md": "Model left notes for future AI instances on escaping sandboxes",
   "verdict": "Unverifiable — no independent source confirms this; even the panel hedges it as an unconfirmed leak",
   "verdict_md": "**Unverifiable** — no independent source confirms this; even the panel hedges it as an unconfirmed leak",
   "class": "unverified",
   "checked_against": "n/a",
   "source_md": "n/a",
   "sources": []
  },
  {
   "id": "e62c1f1b9a",
   "date": "2026-08-30",
   "brief": "2026-08-30-t-minus365-claude-sso-entra",
   "brief_title": "How to Set Up Claude SSO with Microsoft 365 (10-Minute Walkthrough)",
   "channel": "T-Minus365",
   "channel_key": "t-minus365",
   "channel_name": "T-Minus365",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=RkaDrYvlTkU",
   "claim": "SAML SSO available on Team, Enterprise and Console plans",
   "claim_md": "SAML SSO available on Team, Enterprise and Console plans",
   "verdict": "Confirmed",
   "verdict_md": "**Confirmed**",
   "class": "confirmed",
   "checked_against": "Anthropic Help Center — Entra ID SSO setup",
   "source_md": "[Anthropic Help Center — Entra ID SSO setup](https://support.claude.com/en/articles/13917889-microsoft-entra-id-sso-setup)",
   "sources": [
    {
     "title": "Anthropic Help Center — Entra ID SSO setup",
     "url": "https://support.claude.com/en/articles/13917889-microsoft-entra-id-sso-setup"
    }
   ]
  },
  {
   "id": "9eb27169b5",
   "date": "2026-08-30",
   "brief": "2026-08-30-t-minus365-claude-sso-entra",
   "brief_title": "How to Set Up Claude SSO with Microsoft 365 (10-Minute Walkthrough)",
   "channel": "T-Minus365",
   "channel_key": "t-minus365",
   "channel_name": "T-Minus365",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=RkaDrYvlTkU",
   "claim": "SCIM provisioning only on Enterprise plan",
   "claim_md": "SCIM provisioning only on Enterprise plan",
   "verdict": "Confirmed",
   "verdict_md": "**Confirmed**",
   "class": "confirmed",
   "checked_against": "Anthropic Help Center",
   "source_md": "Anthropic Help Center",
   "sources": []
  },
  {
   "id": "6de745b98b",
   "date": "2026-08-30",
   "brief": "2026-08-30-t-minus365-claude-sso-entra",
   "brief_title": "How to Set Up Claude SSO with Microsoft 365 (10-Minute Walkthrough)",
   "channel": "T-Minus365",
   "channel_key": "t-minus365",
   "channel_name": "T-Minus365",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=RkaDrYvlTkU",
   "claim": "Entra P1/P2 license required (video says \"if you're using Microsoft\")",
   "claim_md": "Entra P1/P2 license required (video says \"if you're using Microsoft\")",
   "verdict": "Confirmed",
   "verdict_md": "**Confirmed**",
   "class": "confirmed",
   "checked_against": "Anthropic Help Center — required specifically for SCIM provisioning, not for SAML SSO itself; the video doesn't draw that distinction, which is a minor imprecision, not an error",
   "source_md": "Anthropic Help Center — required specifically for SCIM provisioning, not for SAML SSO itself; the video doesn't draw that distinction, which is a minor imprecision, not an error",
   "sources": []
  },
  {
   "id": "50b8e4c7cc",
   "date": "2026-08-30",
   "brief": "2026-08-30-t-minus365-claude-sso-entra",
   "brief_title": "How to Set Up Claude SSO with Microsoft 365 (10-Minute Walkthrough)",
   "channel": "T-Minus365",
   "channel_key": "t-minus365",
   "channel_name": "T-Minus365",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=RkaDrYvlTkU",
   "claim": "Owner/Primary Owner role needed on Claude side",
   "claim_md": "Owner/Primary Owner role needed on Claude side",
   "verdict": "Confirmed",
   "verdict_md": "**Confirmed**",
   "class": "confirmed",
   "checked_against": "Anthropic Help Center",
   "source_md": "Anthropic Help Center",
   "sources": []
  },
  {
   "id": "a206aec855",
   "date": "2026-08-30",
   "brief": "2026-08-30-t-minus365-claude-sso-entra",
   "brief_title": "How to Set Up Claude SSO with Microsoft 365 (10-Minute Walkthrough)",
   "channel": "T-Minus365",
   "channel_key": "t-minus365",
   "channel_name": "T-Minus365",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=RkaDrYvlTkU",
   "claim": "DNS TXT record for domain verification",
   "claim_md": "DNS TXT record for domain verification",
   "verdict": "Consistent with documented flow (not independently re-verified step-by-step)",
   "verdict_md": "**Consistent with documented flow** (not independently re-verified step-by-step)",
   "class": "unverified",
   "checked_against": "Anthropic Help Center describes the same verify → SAML app → metadata exchange pattern",
   "source_md": "Anthropic Help Center describes the same verify → SAML app → metadata exchange pattern",
   "sources": []
  },
  {
   "id": "9a1d832da2",
   "date": "2026-08-30",
   "brief": "2026-08-30-t-minus365-copilot-cowork-review",
   "brief_title": "I Replaced Claude With Microsoft Cowork for a Month",
   "channel": "T-Minus365",
   "channel_key": "t-minus365",
   "channel_name": "T-Minus365",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=EXa-_1YE854",
   "claim": "Cowork runs on Anthropic's Claude model in Microsoft's cloud",
   "claim_md": "Cowork runs on Anthropic's Claude model in Microsoft's cloud",
   "verdict": "Confirmed — and independently notable, not just his framing",
   "verdict_md": "**Confirmed** — and independently notable, not just his framing",
   "class": "confirmed",
   "checked_against": "Windows Central, Microsoft Learn — Choose a model for Copilot Cowork, Forbes",
   "source_md": "[Windows Central](https://www.windowscentral.com/artificial-intelligence/microsoft-copilot/this-is-microsoft-new-copilot-cowork-ai), [Microsoft Learn — Choose a model for Copilot Cowork](https://learn.microsoft.com/en-us/microsoft-365/copilot/cowork/cowork-models), [Forbes](https://www.forbes.com/sites/janakirammsv/2026/03/10/microsoft-dreamed-of-a-digital-coworker-then-it-licensed-anthropics/)",
   "sources": [
    {
     "title": "Windows Central",
     "url": "https://www.windowscentral.com/artificial-intelligence/microsoft-copilot/this-is-microsoft-new-copilot-cowork-ai"
    },
    {
     "title": "Microsoft Learn — Choose a model for Copilot Cowork",
     "url": "https://learn.microsoft.com/en-us/microsoft-365/copilot/cowork/cowork-models"
    },
    {
     "title": "Forbes",
     "url": "https://www.forbes.com/sites/janakirammsv/2026/03/10/microsoft-dreamed-of-a-digital-coworker-then-it-licensed-anthropics/"
    }
   ]
  },
  {
   "id": "6a75022384",
   "date": "2026-08-30",
   "brief": "2026-08-30-t-minus365-copilot-cowork-review",
   "brief_title": "I Replaced Claude With Microsoft Cowork for a Month",
   "channel": "T-Minus365",
   "channel_key": "t-minus365",
   "channel_name": "T-Minus365",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=EXa-_1YE854",
   "claim": "Cowork moved to usage-based billing at GA, 16 Jun 2026",
   "claim_md": "Cowork moved to usage-based billing at GA, 16 Jun 2026",
   "verdict": "Confirmed",
   "verdict_md": "**Confirmed**",
   "class": "confirmed",
   "checked_against": "Microsoft 365 Blog — Copilot Cowork GA",
   "source_md": "[Microsoft 365 Blog — Copilot Cowork GA](https://www.microsoft.com/en-us/microsoft-365/blog/2026/06/16/copilot-cowork-is-now-generally-available/)",
   "sources": [
    {
     "title": "Microsoft 365 Blog — Copilot Cowork GA",
     "url": "https://www.microsoft.com/en-us/microsoft-365/blog/2026/06/16/copilot-cowork-is-now-generally-available/"
    }
   ]
  },
  {
   "id": "92dab9c66a",
   "date": "2026-08-30",
   "brief": "2026-08-30-t-minus365-copilot-cowork-review",
   "brief_title": "I Replaced Claude With Microsoft Cowork for a Month",
   "channel": "T-Minus365",
   "channel_key": "t-minus365",
   "channel_name": "T-Minus365",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=EXa-_1YE854",
   "claim": "Credits: 1 cent/credit pay-as-you-go",
   "claim_md": "Credits: 1 cent/credit pay-as-you-go",
   "verdict": "Confirmed",
   "verdict_md": "**Confirmed**",
   "class": "confirmed",
   "checked_against": "Quisitive — Copilot Cowork Pricing 2026",
   "source_md": "[Quisitive — Copilot Cowork Pricing 2026](https://quisitive.com/copilot-cowork-pricing-2026-how-usage-based-billing-works/)",
   "sources": [
    {
     "title": "Quisitive — Copilot Cowork Pricing 2026",
     "url": "https://quisitive.com/copilot-cowork-pricing-2026-how-usage-based-billing-works/"
    }
   ]
  },
  {
   "id": "796caf3f02",
   "date": "2026-08-30",
   "brief": "2026-08-30-t-minus365-copilot-cowork-review",
   "brief_title": "I Replaced Claude With Microsoft Cowork for a Month",
   "channel": "T-Minus365",
   "channel_key": "t-minus365",
   "channel_name": "T-Minus365",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=EXa-_1YE854",
   "claim": "Task cost bands (his figures: 125/500/2500 credits for light/medium/heavy)",
   "claim_md": "Task cost bands (his figures: 125/500/2500 credits for light/medium/heavy)",
   "verdict": "Broadly consistent, not identical — independent sources put light tasks at 100–300 credits ($1–3) and heavy at 700+ credits ($7+); his numbers are the same order of magnitude but not an exact match, likely reflecting different task definitions",
   "verdict_md": "**Broadly consistent, not identical** — independent sources put light tasks at 100–300 credits ($1–3) and heavy at 700+ credits ($7+); his numbers are the same order of magnitude but not an exact match, likely reflecting different task definitions",
   "class": "partial",
   "checked_against": "Quisitive",
   "source_md": "Quisitive",
   "sources": []
  },
  {
   "id": "67646eec5a",
   "date": "2026-08-30",
   "brief": "2026-08-30-t-minus365-copilot-cowork-review",
   "brief_title": "I Replaced Claude With Microsoft Cowork for a Month",
   "channel": "T-Minus365",
   "channel_key": "t-minus365",
   "channel_name": "T-Minus365",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=EXa-_1YE854",
   "claim": "Base add-on $21–32/user/month range",
   "claim_md": "Base add-on $21–32/user/month range",
   "verdict": "Confirmed",
   "verdict_md": "**Confirmed**",
   "class": "confirmed",
   "checked_against": "Quisitive",
   "source_md": "Quisitive",
   "sources": []
  },
  {
   "id": "934d20ee69",
   "date": "2026-08-30",
   "brief": "2026-08-30-t-minus365-copilot-cowork-review",
   "brief_title": "I Replaced Claude With Microsoft Cowork for a Month",
   "channel": "T-Minus365",
   "channel_key": "t-minus365",
   "channel_name": "T-Minus365",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=EXa-_1YE854",
   "claim": "Worked example landing near $200–241/user/month in real usage",
   "claim_md": "Worked example landing near $200–241/user/month in real usage",
   "verdict": "Plausible, not independently reproducible — depends on his own org's prompt volume assumptions; the underlying per-credit and per-task pricing that feeds it checks out",
   "verdict_md": "**Plausible, not independently reproducible** — depends on his own org's prompt volume assumptions; the underlying per-credit and per-task pricing that feeds it checks out",
   "class": "unverified",
   "checked_against": "—",
   "source_md": "—",
   "sources": []
  },
  {
   "id": "eb67688730",
   "date": "2026-08-30",
   "brief": "2026-08-30-t-minus365-sharepoint-sprawl-cleanup",
   "brief_title": "How I Clean Up Years of SharePoint Sprawl (T-Minus365)",
   "channel": "T-Minus365",
   "channel_key": "t-minus365",
   "channel_name": "T-Minus365",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=nXh8za0twoI",
   "claim": "SharePoint Advanced Management is included with a Copilot licence, or available as a standalone add-on",
   "claim_md": "SharePoint Advanced Management is included with a Copilot licence, or available as a standalone add-on",
   "verdict": "Confirmed",
   "verdict_md": "**Confirmed**",
   "class": "confirmed",
   "checked_against": "Microsoft Learn — SharePoint service description",
   "source_md": "[Microsoft Learn — SharePoint service description](https://learn.microsoft.com/office365/servicedescriptions/sharepoint-online-service-description/sharepoint-online-service-description#sharepoint-advanced-management)",
   "sources": [
    {
     "title": "Microsoft Learn — SharePoint service description",
     "url": "https://learn.microsoft.com/office365/servicedescriptions/sharepoint-online-service-description/sharepoint-online-service-description#sharepoint-advanced-management"
    }
   ]
  },
  {
   "id": "624d58c466",
   "date": "2026-08-30",
   "brief": "2026-08-30-t-minus365-sharepoint-sprawl-cleanup",
   "brief_title": "How I Clean Up Years of SharePoint Sprawl (T-Minus365)",
   "channel": "T-Minus365",
   "channel_key": "t-minus365",
   "channel_name": "T-Minus365",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=nXh8za0twoI",
   "claim": "Three site lifecycle policy types: ownership, inactive, attestation",
   "claim_md": "Three site lifecycle policy types: ownership, inactive, attestation",
   "verdict": "Confirmed, exact match",
   "verdict_md": "**Confirmed**, exact match",
   "class": "confirmed",
   "checked_against": "Microsoft Learn — SharePoint site lifecycle management",
   "source_md": "[Microsoft Learn — SharePoint site lifecycle management](https://learn.microsoft.com/sharepoint/site-lifecycle-management)",
   "sources": [
    {
     "title": "Microsoft Learn — SharePoint site lifecycle management",
     "url": "https://learn.microsoft.com/sharepoint/site-lifecycle-management"
    }
   ]
  },
  {
   "id": "b6e3cd8106",
   "date": "2026-08-30",
   "brief": "2026-08-30-t-minus365-sharepoint-sprawl-cleanup",
   "brief_title": "How I Clean Up Years of SharePoint Sprawl (T-Minus365)",
   "channel": "T-Minus365",
   "channel_key": "t-minus365",
   "channel_name": "T-Minus365",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=nXh8za0twoI",
   "claim": "Inactive-site policy: CSV upload up to 10,000 URLs, notify after 3 rounds, enforcement = read-only or archive",
   "claim_md": "Inactive-site policy: CSV upload up to 10,000 URLs, notify after 3 rounds, enforcement = read-only or archive",
   "verdict": "Confirmed, exact match including the 10,000-URL figure",
   "verdict_md": "**Confirmed**, exact match including the 10,000-URL figure",
   "class": "confirmed",
   "checked_against": "Microsoft Learn — Manage inactive sites",
   "source_md": "[Microsoft Learn — Manage inactive sites](https://learn.microsoft.com/sharepoint/inactive-site-policy#create-an-inactive-site-policy)",
   "sources": [
    {
     "title": "Microsoft Learn — Manage inactive sites",
     "url": "https://learn.microsoft.com/sharepoint/inactive-site-policy#create-an-inactive-site-policy"
    }
   ]
  },
  {
   "id": "8ddaebf508",
   "date": "2026-08-30",
   "brief": "2026-08-30-t-minus365-sharepoint-sprawl-cleanup",
   "brief_title": "How I Clean Up Years of SharePoint Sprawl (T-Minus365)",
   "channel": "T-Minus365",
   "channel_key": "t-minus365",
   "channel_name": "T-Minus365",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=nXh8za0twoI",
   "claim": "Restricted Content Discovery blocks Copilot/agent/org-search surfacing without changing permissions, and doesn't affect users with existing access",
   "claim_md": "Restricted Content Discovery blocks Copilot/agent/org-search surfacing without changing permissions, and doesn't affect users with existing access",
   "verdict": "Confirmed, exact match",
   "verdict_md": "**Confirmed**, exact match",
   "class": "confirmed",
   "checked_against": "Microsoft Learn — Restrict discovery of SharePoint sites and content",
   "source_md": "[Microsoft Learn — Restrict discovery of SharePoint sites and content](https://learn.microsoft.com/sharepoint/restricted-content-discovery)",
   "sources": [
    {
     "title": "Microsoft Learn — Restrict discovery of SharePoint sites and content",
     "url": "https://learn.microsoft.com/sharepoint/restricted-content-discovery"
    }
   ]
  },
  {
   "id": "3d47949b2a",
   "date": "2026-08-30",
   "brief": "2026-08-30-t-minus365-sharepoint-sprawl-cleanup",
   "brief_title": "How I Clean Up Years of SharePoint Sprawl (T-Minus365)",
   "channel": "T-Minus365",
   "channel_key": "t-minus365",
   "channel_name": "T-Minus365",
   "lane": "work",
   "video": "https://www.youtube.com/watch?v=nXh8za0twoI",
   "claim": "SharePoint Advanced Management add-on price: $3/user/month",
   "claim_md": "SharePoint Advanced Management add-on price: $3/user/month",
   "verdict": "Confirmed by multiple independent pricing sources (2026)",
   "verdict_md": "**Confirmed** by multiple independent pricing sources (2026)",
   "class": "confirmed",
   "checked_against": "Withum, Secureframe",
   "source_md": "[Withum](https://www.withum.com/resources/sharepoint-sharepoint-advanced-management-and-sharepoint-premium-oh-my-offerings-breakdown/), [Secureframe](https://secureframe.com/marketplace/microsoft/sharepoint-advanced-management-plan-1)",
   "sources": [
    {
     "title": "Withum",
     "url": "https://www.withum.com/resources/sharepoint-sharepoint-advanced-management-and-sharepoint-premium-oh-my-offerings-breakdown/"
    },
    {
     "title": "Secureframe",
     "url": "https://secureframe.com/marketplace/microsoft/sharepoint-advanced-management-plan-1"
    }
   ]
  }
 ]
}