Active learning for predicting the enthalpy of mixing in binary liquids based on ab initio molecular dynamics

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| FD-050 | Confidence-based routing | Pending Verification | Medium | High |

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Hebrew Paseq (U+05C0), which maps to lowercase l, scores 0.923 mean SSIM. This is Hebrew punctuation, not a letter, yet it renders as a vertical bar nearly identical to l. Think “paypa׀.com” with Paseq replacing the L. It scores 0.997 in Tahoma, 0.988 in Arial Unicode MS, 0.951 in Microsoft Sans Serif. The scoring surfaces it correctly.

Used the Up ansi code to move the cursor count lines up each time, so we can then print the count progress bars one per linee

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With 6+ agents running, there’s always something waiting for me, like a Planner with design questions or a Worker ready for verification. Managing that is where the system starts to strain.