
Arbor from Renmin and Microsoft Research beats Claude Code and Codex by 2.5x
The key is a hypothesis tree that fixes why coding agents “learn” in circles on the same compute budget.
By Lama Al-Rashid·· 4 min
1 briefing · “retrieval”

The key is a hypothesis tree that fixes why coding agents “learn” in circles on the same compute budget.