An open-source AI research system just won 49 golds on MLE-bench for ~$3,000 in compute. The Claude Code baseline: 34 golds for $38,000. Same tasks, same rules, 12x cheaper. The secret? It inherits evidence, not scores. Failed experiments pass their lessons to the next generation. We dug into how PRAXIST works and why it's blowing up: https://x.com/GitGem/status/2095829155095130402 #AI #OpenSource #MachineLearning
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