Hardware
Very interesting new work from Prime Intellect. Prime Agent is an impressive open-source self-improving harnesses. It's a harness for long-h…
Very interesting new work from Prime Intellect. Prime Agent is an impressive open-source self-improving harnesses. It's a harness for long-horizon agent work. A persistent IPython REPL lets the model
Very interesting new work from Prime Intellect. Prime Agent is an impressive open-source self-improving harnesses. It's a harness for long-horizon agent work. A persistent IPython REPL lets the model process its own context programmatically, and a Continual Harness carries histories, memories, skills, prompts, and subagent specifications across trajectories, so improvements compound instead of resetting on every run. Same model class, ARC-AGI-3 RHAE Best@1 moves from 30% to 95.5%. It also matches or beats native harnesses on long-context coding, GPU kernel generation, and autonomous nanoGPT speedruns. Paper: https://arxiv.org/abs/2608.23552 Track more trending AI papers in our academy: https://academy.dair.ai/
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- Very good advice on self-improving agents. (bookmark it) This is something I am seeing in my own experiments with coding agents and harnesse…
Source: DAIR.AI (X) | 2026-08-25