Anthropic's Emmanuel Ameisen on Claude outperforming him at SQL

A guest post on Terence Tao's blog introduces oai-math-revised, a GitHub repo and browsable site for improving OpenAI's math write-ups, which the authors say can be hard to understand and have incomplete citations. The math community is invited to volunteer as admins and reviewers by email.

A ComfyUI workflow scales photos to 960 px tall on a 2240x960 (21:9) canvas, pre-filling empty sides with mirrored photo edges to stop a grey edge bleeding through the VAE as a faint line. A soft mask lets Qwen paint the sides plus a 224 px band.

Community LoRA aims for phone-camera realism — real skin texture, harsh flash, grain, awkward framing — and merges v1 into a single file with no trigger word. Strength reportedly works from 1.0 upward.

The open-source Linux kernel module unlocks full BF16/FP16 FMA rates on GA102/103/104/106 GPUs without vBIOS flashing; one RTX 3090 test showed bf16 tensor throughput rising from 82 to 155 TFLOPS. Users report up to 80% gains on RTX 30 cards, though prefill/decode gains vary widely.

A Gartner survey found just 13% of CIOs say their enterprise has realized significant or transformational value from AI. The press release is dated October 19, 2026.

A community repo packages Deep-Live-Cam, the open-source real-time face-swap tool, for one-click local use with no Python setup. The author cites the usual alternatives: manual Python troubleshooting or a ~$20 subscription.