https://research.ilang.ai/tags/learnability/ Recent content in Learnability on I-Lang (I Language) Research Hugo -- 0.147.2 en Mon, 21 Sep 2026 00:00:00 +0000 https://research.ilang.ai/datasets/judgment-learnability/ Mon, 21 Sep 2026 00:00:00 +0000 https://research.ilang.ai/datasets/judgment-learnability/ Is the v5.0 judgment mapping — 11-dimension vector to one of eight decision modes — a learnable surface or an arbitrary table? A plain gradient-boosted tree recovers it at 0.9653 against a 0.3528 majority baseline, and its predictions pass the official JCS gate at 0.9861. 24,000 pairs, seed fixed, predictions published.