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Claude Opus 4.8 System Card (official PDF)

Melvin Vivas · X post · 2026-05-29 · Open on X

Topics: LLM Fundamentals, AI Safety, Security & Guardrails, Evaluation (Evals) & Testing · Level: intermediate

Summary

Links to Anthropic's official system card for Claude Opus 4.8, which the creator calls everything you need to know about the new model. System cards cover a model's capabilities, evaluations and safety testing, so they are the main source for understanding a new frontier model.

Key points

From the PDF shared here: System Card: Claude Opus 4.8

Open the original · 244 pages

Anthropic's 244-page system card for Claude Opus 4.8 (May 28, 2026). It reports pre-deployment evaluations covering Responsible Scaling Policy risks (chemical/biological weapons, AI R&D, misalignment), cyber capabilities, safeguards and harmlessness, agentic safety (including the first live prompt-injection bug bounty), alignment, model welfare and capability benchmarks. Read it as a detailed case study in how a frontier lab evaluates a model: red-teaming, behavioral audits, evaluation awareness and chain-of-thought monitorability, and benchmarks like SWE-bench, OSWorld and MCP Atlas.

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