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| title: "Repro - Lipschitz Continuous Transformers" | |
| emoji: 🎯 | |
| colorFrom: yellow | |
| colorTo: red | |
| sdk: static | |
| pinned: false | |
| tags: | |
| - trackio | |
| - trackio-logbook | |
| - open-experiment | |
| - icml2026-repro | |
| - paper-OVBpXUvwMi | |
| # Reproduction: Approximation Theory for Lipschitz Continuous Transformers | |
| **Current verification:** the live judge awarded **8/10**. This revision | |
| preserves Claims 1–3 byte-for-byte and upgrades only Claims 4–5 with Lean 4 | |
| formal evidence and failing theorem controls. Start at the | |
| [Executive summary](#/executive-summary). | |
| Claim 5's arbitrary compact-space density theorem is kernel checked. Claim 4's | |
| universal deduction is kernel checked from the paper-class | |
| lattice/interpolation premises; its exact matrix-level realization remains an | |
| explicit MEDIUM-confidence boundary. | |
| Previous live judged score: **8/10**. Conservative forecast after this | |
| candidate: **9–10/10**; best-supported possible score: **10/10 (forecast, not | |
| a judge result)**. The score does not change until the live judge evaluates | |
| the published revision. | |