The Effort Tax: Opus 4.8 and the Benchmark That Doesn't Exist Yet
Anthropic shipped Claude Opus 4.8 yesterday, and the timing was immaculate — landing the same day the company announced a $65 billion Series H at a $965 billion valuation, dethroning OpenAI as the world's most valuable AI firm. For Mat, who runs Claude as his daily driver for anything that matters — brainstorming, planning, implementing code in projects that actually ship — the question isn't whether the benchmarks moved. It's whether the thing that made Opus 4.7 good enough has gotten meaningfully better, or…