AI Research Atlas

Anthropic released Claude Sonnet 5.5, and AMD agreed to buy World Labs

Daily brief · Monday, 28 September 2026

Monday. Written from the atlas logs (checked against sources 6 Oct 2026); numbers are company-reported unless noted.

Anthropic released Claude Sonnet 5.5 at $2/$10 per million tokens, scoring 70.6% on Terminal-Bench 4.0, and AMD agreed to buy Fei-Fei Li's World Labs in a deal reported at about $8.2 billion in stock.

Claude Sonnet 5.5 kept Sonnet's $2/$10 per-million-token price and reported 70.6% on Terminal-Bench 4.0, against 10.3% for Sonnet 5 on the same test, with output about 30% faster. It arrived six days after Claude Opus 5.5, which fits the usual 2026 pattern. The gated and flagship tiers move first, and the mid tier inherits their training within weeks.

AMD's agreement to acquire World Labs, reported at about $8.2 billion in stock, makes Fei-Fei Li AMD's chief scientist. AMD is betting that persistent 3D worlds, used to train robots and to build games and simulations, will be a large compute workload that a chip maker wants to own.

Also in the news

  • Eleven v4 from ElevenLabs is its most expressive speech model, with inline delivery tags, multi-speaker dialogue, 90+ languages and a roughly 150 ms Turbo variant.
  • Kling 4.0 (early access) from Kuaishou supports native 30-second clips, up to ten keyframes and fifteen reference inputs.

Everything logged this day

  • Eleven v4 (and v4 Turbo) ElevenLabs
    Eleven v4 is ElevenLabs' most emotive TTS: inline delivery tags, consistent multi-speaker dialogue, 90+ languages and a ~150 ms Turbo variant.
  • World Labs to join AMD World Labs
    AMD agreed to acquire World Labs; Fei-Fei Li becomes AMD EVP and Chief Scientist under Lisa Su, with closing expected by end of 2026.
  • Claude Sonnet 5.5 Anthropic
    Claude Sonnet 5.5 scores 70.6% on Terminal-Bench 4.0 versus Sonnet 5's 10.3%, runs 30% faster, and keeps the $2/$10 price.
  • Kling 4.0 (early access; full launch October 2026) Kuaishou
    Kling 4.0: native 30-second clips, up to 10 keyframes, 15 multimodal reference inputs, 10-bit HDR (announced as coming) and a faster Flash tier.
  • Fei-Fei Li World Labs to AMD
    AMD agreed to buy World Labs in an all-stock deal valued around $8.2B; Li will become EVP and chief scientist reporting to Lisa Su while the team keeps advancing…