fal and Black Forest Labs post-trained FLUX 3 into FLUX 3 Max. fal says a 10-second clip takes 10.95 s, 22x faster than Seedance 2.5 at a similar arena score.
Inception says Mercury 3 matches or beats GPT-6 Luna and Claude Haiku 5.5 while running 4 to 8 times faster. API-only, 50% off at launch, benchmarks self-run.
AWS's TorchNeuron makes Trainium2 and Trainium3 a native PyTorch device, so .to('neuron') and torch.compile work. Apache-2.0 public beta opens 20 October.
OpenAI's MultiLangBench has models build a SQLite-compatible engine in 20 languages, and a COBOL migration eval checks output byte for byte. Vendor-run.
A FASCSA order excludes DeepSeek from civilian agency purchases and removes its products, plus third-party products developed using DeepSeek implementations.
GitHub may require sign-in for some anonymous HTTPS clones and fetches of public repos during unusual traffic. SSH, pushes and authenticated Git still work.
Since April 24, 2026, GitHub may train AI models on Copilot Free, Pro, Pro+ and Max interaction data unless you opt out. Here is the switch and what it covers.
Editing Copilot Studio agents inside Teams ends in January 2027 and the app leaves Teams in February. Agent management moves to the Copilot Studio web app.
MiniMax launched M3.1 Flash at $0.15/$0.60 per million tokens with a 1M context. M Plan requests to M2.5 and M2.7 now route to it; both retire 18 November.
A 17 October guest post on Terence Tao's blog proposes a math journal that requires proofs formally verified in Lean, citing errors in LLM-assisted proofs.
VAST's EdenLive pairs a game engine with a neural renderer. 5B and 14B weights are public, but the licenses are mixed. 24 fps on an RTX 5090 is VAST's claim.
Harness², a Google Research paper and Apache-2.0 repo from 9 October, refines an agent's harness per task with model weights fixed. Gains are the authors'.
In a 15 October Vals study, six assistant agents chased a refund past its deadline. One emailed an MP's office 50 times. Another used a private illness.
NVIDIA App 11.0.9.565 runs a local MCP server so AI agents can launch games and change settings. VideoCardz found it on by default. One toggle disables it.