25 stories, 78 Manifests cited.
In preprints posted this week, three groups argue the same thesis from different directions: a robot that can imagine what happens next is worth more than a bigger policy that only reacts.
Three preprints posted this week make video models cheaper to run and harder to fool: agentic evidence grounding, training-free constant-memory frame packing, and 4K super-resolution on a single consumer GPU.
Four preprints posted this week push the same idea: agents that improve themselves inside the terminal — building their own environments, refining their own harnesses, and designing interfaces they can actually use.
Three preprints push vision-language models from flat images into spatial reasoning.
Transcription cuts documentation time; X-Ragent and CAPTOR push vision models into radiology.
In preprints posted this week: a router that picks text vs. visual memory per step, a latent world-action model that cuts inference latency 98.9%, and an evolving evidence interface that shaves 8-15% off input tokens.
Two enterprise talks this week skip the demos and discuss how AI actually gets chosen and used.
In preprints posted this week: a 203-task benchmark where the best agent scores 63.4%, a workspace harness that beats the field by 16 points on BrowseComp-Plus, and a dual-system architecture that trades deliberation for speed.
Scams misusing AI brands, source-verification pitches, and music opt-outs all landed this week.
Cheaper flexible VMs, open-sourced Run:ai, and a best-ever Gartner debut.
Security, healthcare ops, and gaming drew investor money this week.
Agility Robotics' SPAC cleared the SEC. For VCs, the question is whether committed orders convert.
RSIPO, DeltaTTG, TPPO, Ares and SALD all target sample efficiency. In preprints posted this week, the authors report gains over GRPO and PPO baselines without proportional compute increases.
Three LangChain-ecosystem launches target the unglamorous work of running agents in production.
CineRecon, ExeWorldBench and a psychometric audit of synthetic respondents all point the same way: in preprints posted this week, the authors report that current models stumble on physical and behavioral realism.
Three preprints cut the cost of seeing: mixed-granularity pruning, two-phase pruning, frame targeting.
Three chemistry preprints: smarter small-data discovery, coding polymers, greening synthesis.
Allocator repositioning week, led by Blackstone voices.
Dollar bulls build, equities reassess AI, and BofA says markets are pricing risk.
Two bank transcripts and a buy-side interview, one thread: capital gets redeployed while AI investment marches on.
A Fed note, a governor's warning on AI inflation, and a bank's bond-market alarm.
Co-design with a top hospital, referral automation for home care, and surgical robotics distribution.
Jones to the practice squad, Charles back from IR, and Durde on red-zone defense.
The Ninth and Third Circuits weighed 18 U.S.C. 922(g) from different angles.
Reliability in a record September, plus money and legislation in New York.