29 stories, 115 Manifests cited.
OpenRouter tested 1,455 endpoints and found the provider matters more than the precision. Claude Code users are hitting weekly limits because they route everything to the priciest model. The fix is routing, not a bigger budget.
AI Futures Project now forecasts a superhuman AI researcher in 2027, citing METR's estimate that AI has doubled Anthropic's R&D pace. At the same moment, two reports say chain-of-thought reasoning is getting harder to monitor.
Oura is buying a clinic for $625 million, Google is selling hospitals a workflow platform, and Charta raised $55 million to fix billing. The common thread is paperwork, not chat.
DeepMind's AlphaProof Code generated six million lines of Lean proof for Signal's protocol library in four weeks, flagging 1% for human review. Three preprints show the same pattern spreading to proof repair and project management.
In FINCOSMOS, not one of 150 agent sessions passed verification. StakeBench finds model scale does not predict market judgment. The finance industry's agent tests are being rebuilt from scratch.
Short-term compute now costs about twice long-term capacity, and Anthropic's $5 billion overflow bill shows what happens when demand outruns 18-month procurement cycles.
A GitHub MCP server adds 19,436 tokens to every request. One release object adds 20,400 more. The fix is scoping tools, trimming context, and remembering with evidence — not a bigger model.
A longitudinal study finds AI doubled review load while throughput rose only 12%. New research points to the same fix: change the inputs — bug reports, planning, and review — not the model.
Microsoft found a backdoor hidden in dormant neurons. A preprint shows models failing to refuse harmful goals they infer from fragments. And a single flipped bit can still wreck a quantized model.
Anthropic's threat report shows keys being stolen at scale, while surveys count 109 machine identities per human and no owner for most of them.
Apiiro found 1,122 public GitHub files holding 1,379 secrets saved by Claude Code's settings. A Grok Bot prompt injection gave root access to its sandbox.
A Dublin factory building modular data centers, a UK defence programme for air-gapped models, a Japanese lab hiring a former NSA director — sovereign AI is now procurement, not rhetoric.
A cyber defense factory, an airline running on OpenAI, and a law firm at 87% adoption: three deployments show the same pattern — measurable results, governed data, and agents doing the work.
ChatGPT now has 1.2 billion weekly users and a Business Hub for storefronts, commercial conversations are up to 19.2% of chats, and agents are browsing alongside customers. The website is becoming the back office.
Two preprints show general-purpose models flattered by their own evaluations, while small-data methods and better measurement tooling point to what actually works.
An ammonia combustion model, a non-fluorinated electrolyser membrane, a condition-first screening tool and an autonomous lab show the clean-fuel stack being assembled in simulation.
The SEC set terms for tokenized stock venues, DriveWealth won a MiCA licence, and the Czech central bank issued a bond on a ledger.
Hyliion, KORU, Amprius and Energy Vault all lifted their 2026 numbers in filings this week. Seer went the other way, blaming pressure on academic and government funding.
National CineMedia, Clearfield, Cheesecake Factory and Radian all disclosed planned departures. Each one named a successor, a search, or a handover date.
A survey of Indonesian banking leaders puts social engineering at the top of the fraud list, a preprint finds financial agents failing verification in every session, and U.S. regulators are asking banks about audit trails.
Brent has fallen below $92, ABN AMRO expects an oil oversupply in 2027, and seaborne diesel exports hit 10.2 million barrels a day, yet diesel cracks are near $88 and Europe faces tight gas this winter.
Diagnosis varies by postcode, care services are stretched, home sensors are promising but unsettled, and a blood marker discriminates Alzheimer's well — the constraint is everything around the test.
A gastric-cancer combination, an engineered CAR-T platform, a cytokine finding and a phase 1 vaccine all conclude the same thing: change the tumour's surroundings.
Kirk Cousins is a Viking again, Fernando Mendoza is the Raiders' starter, and Arizona is signing quarterbacks off other teams' practice squads. One deadline, three very different plans.
Atlanta and Baltimore shut down trade talk on their stars, Washington paid to extend its center fielder, and San Francisco settled a contract dispute instead of moving its outfielder.
This week NASA marked a 49-year-old probe's latest record, showed how a future telescope could find exoplanets through gravitational waves, and welcomed an international crew home.
The New York Fed's latest data shows borrowing up across every category, delinquency at 5.0 percent, and a gap between rich and poor borrowers that has widened since 2022.
New Jersey ordered a site readiness plan, West Virginia put $40 million behind shell buildings, Illinois is fixing a flooded factory site, and Indiana landed the expansion that proves the model.
Nature-based frameworks diagnose well and deliver poorly, relocation is governed by attachment not incentives, and flood and fault maps keep getting sharper.