Inference serving's next leap is not a faster chip — it is using less memory per token
Preprints propose broadcasting weights instead of storing them, early-exit decoding at 2.2x speed, and agent-aware serving that cuts latency up to 4.1x.
Updated 2026-11-14 00:00 UTC
29 stories, 121 Manifests cited.
Artificial Intelligence
The model you trained may have learned something you never taught it
In preprints, subliminal learning shifts student preferences by up to 10 points, a dormant backdoor hits 97% success, and unlearning leaves 'forgotten' facts behind.
DeepSeek puts its whole app behind an API as the open-model serving race heats up
V4.1-Flash brings web search, file parsing and safety checks to developers, while Verda, NVIDIA and Intel each push a different way to run giant models affordably.
Black Friday's shortlist is written by AI now — and it changes every year
Profound tracked 279,741 AI responses across 25 retail categories: AT&T's phone visibility rose 645%, Wayfair's furniture visibility hit 85%.
Agents can now pay for things — and the checkout lane is being built around trust, not speed
OpenAI launched ChatGPT Wallet with tokenized payments and a biometric check per purchase, while agentic orders across Forter's network rose 6.8x since mid-August.
Your agents have standing access to everything. The fix is to give them almost nothing, briefly.
Cyera argues agents operate on over-scoped access that needs no adversary to exploit. Harvey, Airia and LangWatch show what replaces it.
Agents just proved a 13-year-old conjecture — and science AI is getting both stronger and more honest
Google says /teamwork proved the 2013 Courtade-Kumar conjecture, while a preprint framework diagnoses when weather models break the laws of physics.
The smallest Claude out-engineered the biggest GPT — judgment, not size, decided it
Surge AI's 60-task benchmark found Claude models ahead on all eight dimensions, while a one-line cache setting cut Claude Code bills 10-15%.
The cheapest fix in RAG is a second look: reranking lifts precision from 81% to 97%
OpenRouter's benchmark shows a cross-encoder reranker rescuing near-miss retrieval, while preprints tackle cost, privacy and when to stay silent.
The power crunch is now the AI buildout's binding constraint — and it is reshaping the data center
The US data-center power shortfall is projected to reach the mid-30 gigawatt range by 2028, with memory the biggest component bottleneck.
Physical AI's new training data is us: human motion is becoming the robot's textbook
Viam lets developers train robot policies with no physical hardware, Ropedia captured 4,230 egocentric recordings, and Zoox began robotaxi operations in Atlanta.
Your agent can be turned into a denial-of-service weapon against your own bill
In a preprint, researchers show OverServe amplifying API requests up to 93.88x. New defenses answer by checking what the agent meant to do.
The judges disagree: evaluating long-horizon agents is now the hard problem, not building them
In preprints, LLM judges miss forbidden database writes that rule-based checks catch, while judging each step beats predicting success.
LangChain raises $300M as the agent stack turns into a governance business
The Series C values LangChain at $3 billion. The money is chasing the same question Databricks and Airia are answering: who owns, governs and pays for the agents.
Agents are now rewriting their own instructions. The new rule: prove it, or it does not ship.
In preprints, ACE-RL trains one model to act, reflect and curate playbooks, and Evidence-Governed Evolution gates every self-change on statistics.
Research & Science
Drug-design tools are sharper than the scores judging them
A peptide model, an efflux correction, a synthesizability score and an automated synthesis platform all point the same way: check what the metric actually measures.
Battery models match the conductivity and miss the chemistry
Three preprints posted on 13 November show the same split: simulations that reproduce a battery's headline number while misrepresenting what the ions are actually doing.
Finance & Investing
Inflation expectations are falling. Rate expectations are rising.
After the November midterms, markets priced lower inflation and higher rates at the same time. The October CPI report is why, and the Fed's December meeting is where the contradiction gets resolved.
The AI buildout is now being financed with debt, not cash flow
Hyperscalers still pay from cash flow, but the bill has grown past what cash flow covers. Bond markets, private credit and GPU-backed loans are filling the gap.
AI took 82.7% of venture deal value — and LangChain just raised $300 million
LangChain's Series C at a $3 billion valuation caps a quarter in which venture capital returned 12.2% on the back of AI. But deal value collapsed from the first quarter, and distributions to investors are still running well below normal.
Regulators in India and South Africa sanctioned banks in the same week
The Reserve Bank of India fined a payments firm for letting money move to unregistered beneficiaries. South Africa's Prudential Authority sanctioned two banks for anti-money-laundering failures. In the US and Europe, regulators extended comment periods and simplified reporting instead.
Private credit raised nearly $100 billion in a quarter — and the scrutiny arrived with it
Fundraising surged in the second quarter, but returns trailed public markets, small-borrower defaults ran hot, and a $3.4 billion collapse in Australia put the whole model under the microscope.
Three central banks tested a new way to settle foreign exchange
The Bank of England, the Monetary Authority of Singapore and the Bank of Thailand showed that foreign exchange can settle simultaneously across different systems. In the same week, four Southeast Asian central banks agreed to use their own currencies more.
Health & Biotech
Ancestry in genomics stops being a label and becomes a profile
Across four preprints posted on 13 November, continuous ancestry beats categories at placing people, explains gene regulation, and sharpens disease timing.
SGLT2 drugs help the sickest kidneys; one explanation does not hold
A meta-analysis of 57,156 people with stage 5 kidney disease finds fewer heart-failure admissions and heart attacks — but the drugs do not switch on PANK1.
Sports
Baseball's winter market opened with a $58 million deal and a draft pick
Boston paid for Bauers' breakout season, Milwaukee banked a compensation pick, and San Diego and New York left the GM Meetings with pitching at the top of their lists.
Federal Government
SEC wants executive pay disclosure cut to what investors actually need
The proposal would refocus pay disclosure on the top two officers, simplify the narrative, and replace a framework untouched since 2006. It is the second step in a three-part rewrite of public company disclosure.
State Legislatures & Executives
New York's housing bills attack the same problem from four sides
Two Senate bills from Rachel May would speed zoning decisions and publish preapproved home designs statewide. An Assembly bill from Linda Rosenthal would make the housing voucher pilot permanent, and a fourth bill sets discharge rules for supportive housing. None of them is law yet.
Energy & Climate
Water, measured from Antarctica to the Indus, is getting harder to ignore
Precipitation supplies nearly half the Amundsen Sea's freshwater, one flood model beats another by metres, and a treaty suspension carries a price tag.