{ "schema_version": 1, "title": "Reproduction: Approximation Theory for Lipschitz Continuous Transformers", "emoji": "🎯", "space_id": "SabaPivot/repro-approximation-theory-for-lipschitz-continuous-transformers", "paper": { "arxiv_id": "2602.15503" }, "tags": [ "arxiv:2602.15503", "icml2026-repro", "paper-OVBpXUvwMi" ], "updated_at": "2026-07-31T04:14:00+00:00", "root": { "slug": "index", "title": "Reproduction: Approximation Theory for Lipschitz Continuous Transformers", "file": "pages/index.md", "children": [ { "slug": "executive-summary", "title": "Executive summary", "file": "pages/executive-summary/page.md", "children": [] }, { "slug": "claim-6-current-verification", "title": "Current verification", "file": "pages/claim-6-current-verification/page.md", "children": [] }, { "slug": "claim-7-proof-reconstruction", "title": "Independent proof reconstruction", "file": "pages/claim-7-proof-reconstruction/page.md", "children": [] }, { "slug": "claim-8-visibility-matrix", "title": "Evaluator visibility matrix", "file": "pages/claim-8-visibility-matrix/page.md", "children": [] }, { "slug": "claim-9-release-report", "title": "Release report", "file": "pages/claim-9-release-report/page.md", "children": [] }, { "slug": "claim-10-red-team", "title": "Evaluator-blind red team", "file": "pages/claim-10-red-team/page.md", "children": [] }, { "slug": "claim-1-current", "title": "Claim 1 — MLP Euler layer", "file": "pages/claim-1-current/page.md", "children": [] }, { "slug": "claim-2-current", "title": "Claim 2 — shallow attention", "file": "pages/claim-2-current/page.md", "children": [] }, { "slug": "claim-3-current", "title": "Claim 3 — finite-depth composition", "file": "pages/claim-3-current/page.md", "children": [] }, { "slug": "claim-4-current", "title": "Claim 4 — universal approximation", "file": "pages/claim-4-current/page.md", "children": [] }, { "slug": "claim-5-current", "title": "Claim 5 — restricted Stone-Weierstrass", "file": "pages/claim-5-current/page.md", "children": [] }, { "slug": "claim-11-claims", "title": "claims", "file": "pages/claim-11-claims/page.md", "children": [] }, { "slug": "claim-12-evidence", "title": "evidence", "file": "pages/claim-12-evidence/page.md", "children": [] }, { "slug": "claim-13-verification-run", "title": "verification-run", "file": "pages/claim-13-verification-run/page.md", "children": [] }, { "slug": "conclusion", "title": "conclusion", "file": "pages/conclusion/page.md", "children": [] } ] }, "agent_view_tokens": 16000, "revision": "26021503-lean-claims-4-5-canonical" }