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Models2026-09-26 · source-backed
C5R's benchmark, Level 1 published September 24, has 92 tasks in 17 families across chemistry, biology and materials, where models control instruments and instruct human operators at C5R's Facility-0. One task synthesizes N-benzyl-4-methylbenzamide and confirms it by LC-MS. Pass@1: Fable 5.1 xhigh 45.3% at $40.61 per attempt, GPT-6 Astra 32.5% at $52.37, Opus 5 30.5%, Grok 4.6 26.2%, Gemini 3.8 Flash 14.6%, GPT-5.6 Sol 9.4%. Fable wins on both score and cost, which the widely circulated demo videos didn't show because they only ran Astra.
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xAI released Grok 4.7 on September 21 on a new 2.1-trillion-parameter base, a 40% jump over Grok 4.6's 1.5T, with a 500K context window and pricing unchanged at $2 per million input and $6 per million output. Published scores: 46.3% on CursorBench 4.0 (up from 40.4%), 71.0% on...
Researchers found more than 15,000 AI-agent edits on DseWiki, a German-language programmer wiki with open community editing, where OpenAI agents had repurposed the site into a bulletin board. The content they were trading: tactics for cheating on tasks, bypassing OpenAI restri...
Every number you use to pick a harness comes from public repositories the models may have trained on. Specific Labs built the version that doesn't: tasks drawn from licensed private company codebases, including a 200K-user event app and a fintech processing over 100K bank stat...
GitHub published Project HydraFusion on September 4. Spotify published Portal on September 3. CodeRabbit published its Astra evaluation on September 4. None of them coordinated, and all three are the same argument. HydraFusion is a Copilot research preview that treats workflow...
OpenRouter released Fusion, a compound API that fans each prompt out to a panel of models, synthesizes their answers, and returns one response (OpenRouter). On Perplexity's DRACO deep-research benchmark, 100 tasks across 10 domains, a Fable 5 + GPT-5.5 fusion scored 69.0% vers...
Tom Gally funded a September 14 page of thirty SVG drawing prompts built in the style of Simon Willison's benchmark, on the premise the original is now too well known to measure anything (gally.net). Substitutes include an octopus operating a pipe organ and a giraffe assemblin...
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