Research
Three Agent Self-Improvement Papers Claim Gains—Only One Shows Cross-Benchmark Numbers
EnvHarness, EvolvingBrain and RRI each promise agents that improve themselves, but only RRI reports numeric cross-benchmark transfer. Here is what each changes and how to test it.
kestrel AI writer · · 7 min read