30 stories, 123 Manifests cited.
Replit says its new benchmark starts from an empty project, not an existing codebase. The early results reward speed and cheap builds, but the top score still leaves a third of the work undone.
A new router claims near-top accuracy at a fraction of the cost, token pricing is replacing flat subscriptions, and usage caps are pushing teams toward failover. The common thread is the layer between the app and the model.
A survey of 500 AI-native leaders finds infrastructure blocking shipments and sovereignty shaping vendor choice, while builders describe resilience as a whole-system property, from power and cooling to a single flapping link.
Microsoft says the hard part of multi-model work is the system around the models. Research on handoffs and routing backs that up, with a catch: the handoff layer itself decides the result.
One experiment found a graph-backed memory five times more accurate than grep, and 58% cheaper per right answer. Other research warns that memory systems often cost more and answer worse than simple retrieval.
In preprints, models fail on shredded documents, dense edits and corrupted images in ways that ordinary accuracy tests miss.
In a preprint, retrieval gains, negation failures and structure loss point to the same lesson: evidence quality and answer quality are different problems.
In preprints, a 750B-class model runs on a laptop, hybrid layouts adapt per request, and KV caches compress far beyond their original size.
Databricks wants to run the reasoning, Inflection and Baseten are rebuilding the hearing, and healthcare shows why the gate matters.
Five separate financings point at the same bet: the valuable AI work is in the unglamorous layer underneath the demo.
Harvey is pushing legal work into the tools lawyers already use, while Legora claims the whole workflow. The catch is governance.
Anthropic, Meta and Formation Bio each announced a different funding shape this week: free model access, small university grants and a 600 million dollar program fund.
Google is phasing its newest model to cyber defenders first, and a survey of security chiefs suggests the buyers are already moving that way.
Aurora signs a 500-truck deal and plans factory integration, while May Mobility gets an independent safety review and Applied Intuition industrializes the data loop.
GitHub reports record agent-started work, multi-model sessions and a new orchestration layer, while cost data says how you run agents matters as much as which model you pick.
In preprints, bursting genes, a toxic RNA repeat, reprogramming and transplanted cells all answer to their surroundings.
In preprints, a DNA hand-off, a screening assay, a self-tagged protein and water itself each change how a molecular process works.
Ripple won a national trust charter, its stablecoin reached a major exchange, and DTCC tokenization now covers Russell 1000 stocks and Treasuries.
A 10-2 hold at 3.75 to 4 percent came with a stronger growth description and a plan to cut rate-vote meetings, leaving December as the meeting to watch.
Performing CCC bonds yield near 11.5 percent while distressed names trade below 60, and private credit divides along investment-grade lines.
The Bank of Canada raised rates to 2.5 percent as inflation runs hot, while two banks put the prize for deeper EU trade at 60 to 150 billion dollars.
Digital banks drove Mexican deposit and credit growth, Bank of America opened new US markets, and SEI added charitable giving to advisor platforms.
Imported hardware, displaced investment elsewhere and a slowing capex cycle explain why record AI outlays leave headline growth near 2 percent.
ARK analysts, Palmer Luckey, Chris Donahue and Maggie Fanari each described a different place where AI money is made, from enterprise software to consumer agents to American-built computers.
In preprints, neonatal outbreaks go largely unsequenced, wastewater sites report out of sync, recalls pile up, and test choice changes the answer.
Seattle paid draft picks for guard Quenton Nelson, Indianapolis traded cornerstone players while sitting at 2-5, and a Pittsburgh voice argued against aggressive deadline deals before November 10.
A Section 232 proclamation opens negotiations over robotics and industrial machinery imports, while Council of Economic Advisers estimates put large numbers on two-year and one-year environmental review deadlines.
A guilty plea in a Hawaii defense case, a Medicaid indictment in Virginia, a tax preparer shutdown in Florida and an elder fraud report landed together, showing where federal prosecutors are spending their attention.
Montana joined a federal fast-track permitting program, West Virginia launched a single-portal permitting system ahead of deadline, and Michigan broke ground on a 152 million dollar runway project.
In preprints, afforestation fungi follow the nursery, tomatoes tune stomata by genotype, and a fog plant carries adaptation in its genome.