An Anthropic researcher just gave us a peek at self-improving AI
THE SO WHAT
Automated systems that can iteratively reduce misaligned behaviors across 10 benchmarks without hurting overall performance point toward continuous self-tuning models, not static releases. For operators, that raises the bar on evals and governance—your risk surface becomes the training loop itself, not just the model snapshot.
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