Biology AI stopped looking at the tissue and started looking at the cell
AlphaGenome 2 reads DNA effects per cell type. TxFM beats models trained on 100x more data. ProTEUS evolves proteins in a closed loop.
Updated 2026-11-12 00:00 UTC
30 stories, 123 Manifests cited.
Artificial Intelligence
Your brand now lives in the model's memory. The tools cannot agree on how to count it
72% of ChatGPT memories mention a brand. OpenAI's Business Hub counts only linked mentions. The gap between the two is the new SEO.
AI FinOps is now a market. The bill got big enough to need its own discipline
Gartner projects AI FinOps software growing from $3.7 billion to $10 billion by 2030. The tools split between automation, monitoring and moving the work itself.
The new agent security tests do not ask if the agent works. They ask if it can be tricked
MIRAGE poisons RAG pipelines, BypassGym measures EDR evasion, and RAS-Eval checks tool calls against formal specs. OWASP's new guide says to treat agent output as an untrusted proposal.
The tools developers trust to run agents needed trust fixes of their own
The flaws let untrusted workspaces, malicious MCP servers and unauthenticated cloud calls reach further than they should. The fixes are out; the governance lesson is the point.
Voice agents learned to sound human. Now they are learning when to shut up
Decagon's Alto lifts resolution by 5+ points by judging when to speak. ElevenLabs, LiveKit and ai-coustics are building the same layer from different sides.
Video models became robot controllers, and the latency fell from 800 ms to 62 ms
Runway's Praxis-1 predicts video and actions together. Reactor cut its latency to 62 ms. The same week brought faster streaming video and sharper image editing.
The sandbox became the unit of agent compute
Modal runs 40 million gVisor containers a day. Cursor moved its agents to the cloud. The question is no longer whether to sandbox agents, but which shape of sandbox fits the work.
Robot learning stopped arguing about policies and started arguing about data
The strongest papers at CoRL 2026 were about pipelines, curation and memory. The models were already good enough; the data was not.
Fable, GLM and Hy4 landed in the same week. The test that matters is the one you run yourself
Anthropic's Fable 5.2, Z.ai's GLM-5.3 and Tencent's Hy4 all arrived with big numbers. A fair-comparison guide says to judge them on eight observable requirements, not on the demo.
Law firms are no longer testing AI. They are rebuilding the work around it
Gilbert + Tobin reports 87% active ChatGPT usage. Legora, Harvey and Luminance are wiring AI into contracts, legislation and templates.
Databricks bet the enterprise AI race on knowing the business, not on the biggest model
Genie pairs an ontology of company knowledge with agents that act across tools. Its benchmark claims a 91% pass rate against frontier agents at less than half the tokens.
Token prices fell and GPU rents rose. The inference margin is caught in the middle
Silicon Data's crunch spread shows break-even throughput up sharply since May. Cheaper models and cheaper precision help, but they do not fix the rent.
Your agent's memory is now the product. The question is whether it remembers true things
Glean, Databricks and a new research paper all landed on the same idea this week: agents that carry context across work, and memory that can be checked against what actually happened.
Research & Science
The battery bottleneck is measurement — and new tools are attacking it
A tabular model predicts electrolyte conductivity from 40 labeled samples. A solid-electrolyte study says the standard high-symmetry model gets the energetics wrong.
Protein designers showed what their tools can build — and where they still fail
De novo ligases reached 90% conversion on a chosen target and a peptide generator produced 773 valid designs per 1,000 samples. A binder comparison ended with no validated binder on the receptors tested.
Finance & Investing
Brookfield put a number on the infrastructure decade: $1.3 trillion by 2031
Brookfield says it will double core earnings to over $11.5 billion in five years and reach $1.3 trillion in fee-bearing capital by 2031. It raised $163 billion in the last year alone. Hamilton Lane is hiring to keep up.
The OCC just gave banks the exam manual for AI agents
The OCC published Bulletin 2026-54 on November 4. Banks must inventory every AI agent and keep full session traces. Finland's central bank says 93 percent of its financial firms already use AI or plan to within two years.
The midterm sweep rotated money out of AI tech, and the build-out slips a year
Morgan Stanley moved a fifth of 2028 data-center capacity into 2029. The money is not leaving AI, it is moving to a different part of it.
Everything is becoming a tradable market, and Kalshi just proved the demand
Kalshi reached $5B in perpetuals volume in its first week. Art auctions are now prediction markets. Goldman says private equity sports deals nearly quadrupled since 2018. Everything is becoming a market.
European banks are resilient, the central banks say. The risks are rising anyway
Norges Bank held its capital buffer at 2.5% and warned the risk of a serious event has increased. Austria's central bank delivered the same message with different numbers.
Central banks stopped debating crypto and started writing its rulebook
Russia opens organized crypto trading on November 22. The ECB finds euro area stablecoin holdings limited but worth watching. Kyrgyzstan is training its supervisors. Three different central banks, one direction.
Health & Biotech
Vaccine designers are picking precise antibody targets — and the results follow
A dengue mRNA vaccine produced neutralizing titers above 1:1500 against all four serotypes. Preprints on HCMV and RSV found the same pattern: the target matters more than the platform.
Dementia research turns to brain circuits — and to timing stimulation to their rhythms
Tau burden predicts how brain connectivity changes in Alzheimer's. An EEG slowing index tracks dementia type. Stimulation aimed at a specific phase of a brain rhythm improved memory or inhibition.
Sports
Week 10 injury reports leave teams short-handed and quarterbacks playing hurt
Wednesday's injury reports ruled out starters across the league, left quarterbacks playing hurt, and put players on the clock to return from injured reserve.
Baylor signs the No. 3 class as signing day rewards the programs that recruited longest
Baylor and Texas announced the highest-ranked women's classes of signing day, while Houston closed its men's class and UCF's softball class cracked the national rankings.
Federal Government
The short end froze and the long end crept up: a quiet week in rates with a split inside it
Interest on reserve balances and the federal funds rate did not move, while the 10-year Treasury yield rose to 4.88% and the 2-year to 4.56%.
Stablecoins and AI agents reached the regulators in the same week, and neither got a free pass
The Bank of England set out how AI agents should be governed, the ECB mapped who holds stablecoins, the FSB reviewed Türkiye's crypto rules, and Britain's payments board moved to build stablecoins into the new infrastructure.
State Legislatures & Executives
Veterans Day, state by state: housing money, tax breaks and tuition that transfers
California, Wisconsin, North Carolina and New York marked Veterans Day with ledgers, not just ceremonies: billions for housing, tax breaks for retirees, and tuition awards that can now pass to a veteran's family.
Energy & Climate
Climate risk to crops is now measured district by district — and it varies by place
A dataset covers 724 Indian districts from 1981 to 2025. In southern Africa, rain drives maize losses in some countries and heat in others.