15 labs · 22 model entries
Labs & models
Put the launch claim beside the reported test results. See what each lab is building and what still needs checking.
Selected releases, with gaps where independent testing is missing.
The research desk · open to explore
The daily briefing gets you oriented. These tools help you go further: find a company, question a claim, or understand what AI changes in your work.
Your next useful click
Find who's building in your industry. Compare what they do, their latest recorded move and reported funding.
See 12 major players through 6 evidence ratings. Open the sources behind the judgment.
Open the player dossiersExplore 18 industry briefings: what is happening, the caveat, and a practical move for your role.
Find your industryA curated starting point. Company entries vary in detail and age; player ratings are editorial judgments. Check the dates and linked evidence before making a decision.
Choosing a tool? Get the free Decision KitTHE USEFUL PART
Pick your industry and your job. See a checked development, its reality check, and a move from the full briefing.
Why it mattersBanks running agents can now see the questions a supervisor will ask: who is accountable, which agents are material, and how a person intervenes. Vendors with no audit trail have a sales problem.
Reality checkThis is guidance, not enforcement: the HKMA paper is still to come, the FSB frames its practices as a toolkit rather than a rulebook, and Sardine's accuracy gain is its own test against conventional machine learning.
Industry move for your roleThis quarter, take one queue you work by hand, such as AML alert evidence or routine customer emails, and map where an agent like FIS's or Gradient Labs' would have to hand back to a person. Log which cases it escalates, then check whether those are the cases where your real risk sits.
Every industry we track, and how much of what's happening there is real now, early, or hype.
Build some context
15 labs · 22 model entries
Put the launch claim beside the reported test results. See what each lab is building and what still needs checking.
Selected releases, with gaps where independent testing is missing.
123 selected events
See the sequence behind the headlines. Follow model releases, funding, rules and safety events by category.
An editorial timeline, not a complete history. Collection dated 24 Sept 2026.
Check a claim
161 checked stories
Open the full checks behind the briefing: the original claim, our reasoning, quoted sources and corrections.
Story dates: 16 Sept 2026–7 Nov 2026. Multiple source pages can rely on the same original reporting.
306 ledger claims
Search earlier checks by company, topic, date, ruling or the way a claim was framed.
Historical coverage: 4 Aug 2026–7 Nov 2026. This is a separate collection from the dated home briefing.
620 names in the claim index
Put a company's past claims together. Inspect the underlying checks instead of relying on one headline.
Derived from the historical ledger. Claim counts are not the six-criterion player ratings or a probability of truth.
5 tracked promises · 3 unresolved
Revisit what was promised, its deadline and the recorded outcome. Keep the original wording in view.
A selected watchlist. An unresolved record is not proof of failure; inspect the dates and original sources.
Leave a little harder to fool
How does a benchmark become a boast? When is a revenue number really a projection? Work through 16 short lessons with cases from the ledger.
Explore the lessonsGeneral critical-reading skills. The worked cases are historical; keep their original dates in mind.