AI & ML · Oct 27
Claude Sonnet 5.5 Makes the System Card a Product Artifact
Anthropic’s launch puts benchmarks, price, and safety evidence in the sales aisle, where eval methodology now matters as much as raw scores.
- Treat system cards as deployment evidence, not PDF garnish; read methodology before trusting a benchmark jump.
- Validate Sonnet 5.5 on your own tasks, especially if Terminal-Bench-style coding is not your workload.
- Use speed and token price together; same sticker price can still mean lower cost if throughput improves.