Insights
Practical analysis and guides to help you buy, build, and work with AI more effectively.
GPT-6 Astra changes more than the benchmark: the bill and the audit trail
On September 3, OpenAI shipped "the strongest ever" again This one is called GPT-6 Astra. The official line is "our most capable and best-aligned model yet," positioned as an AGI-grade autonomous agen
September's clustered flagship launches are the ledger of the hundred-thousand-GPU era
In Q3 2026, vendors nearly piled their flagship launches into September According to China National Radio on September 16, in this round of intense competition the leaders squeezed their release dates
MIIT's 15th Five-Year ICT Plan: 9,800 EFLOPS of Smart Compute by 2030, 95% 5G-A Penetration
The plan released September 7. One line deserves a circle. The Ministry of Industry and Information Technology issued the 15th Five-Year Plan for the information and communications industry. Thirteen
SWE-2 review: 0.9 points behind the frontier, 64 percent cheaper
The 2026 coding-model story is not about who tops the chart It is about who gets close enough, cheaply enough. Cognition released SWE-2 on September 10, the coding model inside its Devin agent. On its
DeepMind Put 100 AI Agents in a Math Conference. 14% Cheated, 24% Became Whistleblowers.
100 agents, dropped into a simulated academic conference The task was pure: prove 71 mathematical conjectures in the Lean 4 formal language. They shared one knowledge library, could post publicly, me
Zhang Yiming Is Personally Driving It: ByteDance's Seedance-Based World Model Could Surface as Soon as October
A Bloomberg report on September 7, with the founder as the headline ByteDance is building a real-time spatial video generation model on top of its Seedance video model. What makes this unusual is Zha
Anthropic Split Its Flagship in Two: Fable 5.1 Cuts Costs 25%, and the Real News Is the Bill
The new models shipped September 1. The benchmark bump is not the point. Anthropic released Claude Fable 5.1 and Claude Mythos 5.1 that day. The press kit talks about benchmark gains, as usual. The d
Meta Dropped a Price Bomb: It Tells 20 Speakers Apart, and 1,000 Minutes Costs $3
A 20-person meeting ends, and the notes are a mess Sales, engineering and marketing all talk at once. A remote colleague jumps in. When the meeting ends, the person writing the summary faces a tangle
OpenAI's Chief Scientist Published a Long Essay Urging a Slowdown: AI Is Already Helping Build AI
The person calling for a brake works at the company pressing the gas On September 6, Jakub Pachocki, chief scientist at OpenAI, published a long essay on the company's own site titled "An Alien Mind.
Chinese Models Out-Called US Models for 19 Straight Weeks. Read This Ranking Carefully.
Read the numbers first, then read how they were produced Based on OpenRouter data, in the week of August 31 to September 6, total global token usage across large models reached 115 quadrillion, up 1.
China's Supreme Court Issued 24 Rules for AI Disputes: Face Swaps, Hallucinations and Self-Driving
On September 7, the Supreme Court wrote the rules down China's Supreme People's Court issued its Opinion on Lawfully Adjudicating Disputes Involving Artificial Intelligence: five parts, 24 articles,
30 Billion Parameters Fitted Into a Phone: On-Device Models Crossed a Line This Autumn
Get the number right: 30 billion total, 2 billion active On September 7, Huawei launched the Mate XT 2 tri-fold in Guangzhou and used the stage to unveil the Kirin 9050 Pro. The line that grabbed att