importantSYS.SOURCE: TechCrunch• 2026-08-28T19:30:38Z

Anthropic Researcher Demonstrates Self-Improving AI System

A paper from Anthropic demonstrates an automated system that improves AI alignment performance across 10 benchmarks without degrading overall results, outperforming human researchers in six hours at 97% lower cost.

Given 10 benchmarks for specific misaligned behaviors, the automated systems were able to improve performance on every single one without degrading overall performance.

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