{ "schema_version": 1, "title": "Repro - Steady-State Behavior of Constant-Stepsize Stochastic Approximation", "emoji": "🎯", "space_id": "DineshAI/m4TAzup6Yc", "paper": null, "tags": [ "icml2026-repro", "paper-m4TAzup6Yc" ], "updated_at": "2026-07-25T06:00:00+00:00", "root": { "slug": "index", "title": "Repro - Steady-State Behavior of Constant-Stepsize Stochastic Approximation", "file": "pages/index.md", "children": [ { "slug": "overview", "title": "Overview", "file": "pages/overview/page.md", "children": [] }, { "slug": "claims", "title": "Claims", "file": "pages/claims/page.md", "children": [] }, { "slug": "evidence", "title": "Evidence", "file": "pages/evidence/page.md", "children": [] }, { "slug": "verification-run", "title": "Verification run", "file": "pages/verification-run/page.md", "children": [] }, { "slug": "conclusion", "title": "Conclusion", "file": "pages/conclusion/page.md", "children": [] }, { "slug": "rigorous-reproduction", "title": "Rigorous 2026 reproduction", "file": "pages/rigorous-reproduction/page.md", "children": [ { "slug": "rigorous-method", "title": "Method and release gate", "file": "pages/rigorous-reproduction/method.md", "children": [] }, { "slug": "rigorous-claim-1", "title": "Claim 1 - Gaussian W1", "file": "pages/rigorous-reproduction/claim-1.md", "children": [] }, { "slug": "rigorous-claim-2", "title": "Claim 2 - SGD", "file": "pages/rigorous-reproduction/claim-2.md", "children": [] }, { "slug": "rigorous-claim-3", "title": "Claim 3 - linear and nonlinear SA", "file": "pages/rigorous-reproduction/claim-3.md", "children": [] }, { "slug": "rigorous-claim-4", "title": "Claim 4 - projection tails", "file": "pages/rigorous-reproduction/claim-4.md", "children": [] }, { "slug": "rigorous-claim-5", "title": "Claim 5 - Markov noise", "file": "pages/rigorous-reproduction/claim-5.md", "children": [] }, { "slug": "rigorous-claim-6", "title": "Claim 6 - flat minima", "file": "pages/rigorous-reproduction/claim-6.md", "children": [] }, { "slug": "rigorous-release-evidence", "title": "Release evidence", "file": "pages/rigorous-reproduction/release-evidence.md", "children": [] } ] }, { "slug": "judge-visible-evidence", "title": "Judge-visible d=8 evidence", "file": "pages/judge-visible-evidence/page.md", "children": [ { "slug": "judge-visible-formal-run", "title": "Formal verifier source and output", "file": "pages/judge-visible-evidence/formal-run.md", "children": [] }, { "slug": "judge-visible-independent", "title": "Independent checker source and output", "file": "pages/judge-visible-evidence/independent-check.md", "children": [] }, { "slug": "judge-visible-claim-1", "title": "Claim 1 raw evidence", "file": "pages/judge-visible-evidence/claim-1.md", "children": [] }, { "slug": "judge-visible-claim-2", "title": "Claim 2 raw evidence", "file": "pages/judge-visible-evidence/claim-2.md", "children": [] }, { "slug": "judge-visible-claim-3", "title": "Claim 3 raw evidence", "file": "pages/judge-visible-evidence/claim-3.md", "children": [] }, { "slug": "judge-visible-claim-4", "title": "Claim 4 raw evidence", "file": "pages/judge-visible-evidence/claim-4.md", "children": [] }, { "slug": "judge-visible-claim-5", "title": "Claim 5 raw evidence", "file": "pages/judge-visible-evidence/claim-5.md", "children": [] }, { "slug": "judge-visible-claim-6", "title": "Claim 6 raw evidence", "file": "pages/judge-visible-evidence/claim-6.md", "children": [] }, { "slug": "judge-visible-controls", "title": "Negative controls", "file": "pages/judge-visible-evidence/controls.md", "children": [] } ] } ] }, "agent_view_tokens": 18000, "revision": "1784708307490100821" }