Show HN: We built a learning loop that learns from its own failures
By DarenWatson · 2026-06-29 · 3 points · 0 comments
https://blankline.org/research/intelligence-compounds
We recently published our research on the learning loop behind the Dropstone agent. Instead of throwing more compute at a problem or trying to dynamically update weights, we tested what happens when you give a frozen open-weight model persistent memory of its own mistakes. We fo…
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