AI's Spiky Intelligence: Why We're Measuring It Wrong
Dev Kapoor4 months ago
23 stories tagged AI benchmarks.
Claude Opus 4.6 detects Russian syntax in six words. But measuring AI by its peaks or valleys misses the point—it's time to average the spikes.
OpenAI and Anthropic released competing models simultaneously. Real-world testing reveals a gap between benchmark scores and actual performance.
Anthropic's Opus 4.6 crushes benchmarks but feels slower and more robotic. Developer Theo examines the trade-offs in AI's smartest coding model yet.