The Polylog AI Intelligence Brief

Morning Edition · Saturday, November 7, 2026

Tech

Thinking Machines Lab releases Inkling 2 Small, a 594-billion-parameter MoE priced at $0.30 per million input tokens

The model activates 17 billion parameters per token and reads up to 1 million tokens of text and images. The lab says Apache 2.0 weights will follow next week, and the license would carry none of the revenue conditions attached to Moonshot's newly published Kimi K3.1 Pro.

5 sources
Corroborated

Markets

Anthropic's amended IPO filing shows compute consumed 58% of third-quarter revenue

Revenue reached about $17 billion, but growth slowed to roughly 47% from the prior quarter, and the company disclosed $895.4 billion in purchase commitments that are almost entirely for compute and infrastructure.

5 sources

Tech

OpenAI pledges to pay full power and grid costs at its own data center campuses after midterm voters restrict data centers

The National Community Compact covers only sites OpenAI owns and operates, excludes leased capacity, and asks lawmakers to make the same commitments binding on every data center builder.

4 sources
Corroborated

Tech

OpenAI's BioBasicsBench finds its best model scores 66.7% on interpreting raw wet-lab data

The 100-task benchmark, built with the enzyme-design company Ligo, reports scores only for OpenAI models and gives no human baseline, while OpenAI president Greg Brockman predicts major biology gains within 12 to 18 months.

4 sources
Corroborated

Tech

NVIDIA claims its Vera CPU runs 1.6 times more AI agents per watt than the fastest x86 chip

An independent test by Signal65 measured a 1.64-times per-core speedup across 69 agentic tasks, but it did not measure whole-server throughput or power, which is where NVIDIA's headline claim applies.

4 sources
Plausible

Tech

Anthropic says Claude helped resolve the first 3D structure of a vault particle from bacterial life

The preprint reports a shell built from 96 copies of a protein called L05, and it also records Claude's errors, including a mirrored density map that human researchers had to catch and a mistake that cost two weeks.

3 sources
Plausible

Tech

OpenAI expands security firm Hacktron's frontier-model access to attack its third-party integrations

OpenAI first encountered Hacktron through its bug bounty program, and Hacktron says it previously chained two critical flaws to take over several OpenAI employees' ChatGPT accounts.

4 sources
Corroborated

Tech

Hightouch cuts LLM-judge cost 4.4 times by sending 22% of identity-resolution cases to Claude Opus

The hybrid scored 98.8% against Opus alone at 99.0% on a 1,000-identity synthetic benchmark, and the better-calibrated cheap model produced the better cascade even though another model was more accurate.

3 sources

Tech

US prosecutors charge three men with using AI-cloned executives on calls to steal about $129 million

The indictment in Manhattan federal court alleges the money moved through nine countries and into cryptocurrency, and all three defendants are awaiting extradition from Spain and the United Kingdom.

4 sources
Corroborated

Tech

FAH paper distills Meta's SAM 3D Body into real-time hand models as Meta's open vision models reach labs and wheelchairs

The arXiv paper fits MANO or MHR-Hand meshes and estimates contact without object geometry. Separately, a Pittsburgh wheelchair-arm project and a Berkeley Lab beamline pipeline run Meta's DINO and SAM models on their own hardware.

4 sources

Tech

Russian Telegram resellers advertise two years of Gemini Pro for 800 rubles while Google and Anthropic exclude Russia from their services

The advertised price is about 2% of the listed 39,000-ruble value, and the offer lists access to Anthropic's Claude Opus 5.5 and Sonnet 5.5 alongside Google's tools.

3 sources
Plausible

Tech

A Unitree A2 quadruped wins China Media Group's first robot race up Mount Tai in 43 minutes 41 seconds

Nearly 90 teams ran a course of about 3.9 kilometers with more than 3,100 steps, and a Unitree G1 humanoid overheated during the climb and was carried down on a stretcher.

5 sources
Corroborated