Perplexity uses Astra to write communications, change software, and monitor production systems, and checks in much less frequently than with earlier models.
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Read the full story on OpenAIThe round for the two-year-old startup is coming together months after Mecka announced its Series A.
Sep 11, 2026
ByteDance Seed, SUTD, Georgia Tech, M-A-P, and TokenWave.AI introduce HarnessDev, a benchmark that scores the runnable harness a model builds rather than the answer it returns. Starting from a seed that scores 0, 6 creator LLMs construct harnesses across 5 benchmarks and 2,207 tasks, then evolve them from execution feedback. Self-built harnesses match human references on writing and ML…
Sep 11, 2026
Anthropic has published a new plugin evals workflow for Claude Code. The claude plugin eval command runs a plugin against realistic prompts, grades what Claude produced, and compares the result with a run where the plugin is not loaded. It answers 3 questions plugin developers could not previously measure: does the skill trigger, does it […] The post Anthropic Adds Plugin Evals to Claude Code: 6…
Sep 11, 2026
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