covenant(@covenant_ai):AI that runs its own experiments, picks what works, and improves itself overnight. No human in the loop. @Hevalon built it on @basilic_ai. 15 autonomous iterations, better model by morning. One command. This is what happens when GPU infrastructure becomes programmable.

2026.03.31 15:27

AI that runs its own experiments, picks what works, and improves itself overnight. No human in the loop. @Hevalon built it on @basilic_ai. 15 autonomous iterations, better model by morning. One command. This is what happens when GPU infrastructure becomes programmable.

⚡🛡️ Evan Pappas@Hevalon

2026.03.31 13:51

I built autoresearch-rl and pointed it at GRPO fine-tuning on @basilic_ai A100s. One command. 15 iterations. Zero human intervention. 100% infrastructure success rate. GSM8K pass@1: 26% baseline to 36%. The hard part wasn't the search algorithm. It was the infrastructure.

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