inferstep/ATLAS
View on GitHub ↗ ★ 2,111 Python
Adaptive Test-time Learning and Autonomous Specialization
6 mentions on Hacker News by 1 person: 1 story, 5 comments · first 2026-03-26 · latest 2026-07-02
20082026
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…needed direction. Another interesting project in this space I can recommend checking out is ATLAS https://github.com/itigges22/ATLAS
comment by yogthos · 2026-07-02 · in ZCode – Harness for GLM-5.2 -
…This is my favorite example of how much difference a harness can make even for a tiny model https://github.com/itigges22/ATLAS And you're bang on with the storage comparison, we're basically in the mainframe era of this tech, but there's…
comment by yogthos · 2026-06-13 · in Open source AI must win -
…is an under-explored territory right now. For example, ATLAS does some clever tricks in this area https://github.com/itigges22/ATLAS I started working on my own harness and also notice a significant improvement in model capability with it…
comment by yogthos · 2026-06-06 · in Computex 2026: Are We Heading for the Agentic PC Era Yet? -
…for the capabilities of the model. We already see this happening with two prime examples here: https://github.com/itigges22/ATLAS https://arxiv.org/abs/2509.16198
comment by yogthos · 2026-05-22 · in The current AI pricing was always going to go away -
…to score them keeping the promising ones. And this drastically improves coding capability. https://github.com/itigges22/ATLAS There's also a paper along similar lines discussing how using a harness to force a project structure also allows…
comment by yogthos · 2026-05-15 · in The old world of tech is dying and the new cannot be born -
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$500 GPU outperforms Claude Sonnet on coding benchmarksstory by yogthos · 2026-03-26 · 284 comments