| { |
| "schema_version": 1, |
| "title": "Reproduction: Learning Randomized Reductions", |
| "emoji": "🎯", |
| "space_id": "Alogotron/repro-learning-randomized-reductions", |
| "paper": { |
| "arxiv_id": "2412.18134" |
| }, |
| "tags": [ |
| "icml2026-repro", |
| "paper-hCAEcqig2C" |
| ], |
| "updated_at": "2026-07-22T09:42:07+00:00", |
| "root": { |
| "slug": "index", |
| "title": "Reproduction: Learning Randomized Reductions", |
| "file": "pages/index.md", |
| "children": [ |
| { |
| "slug": "executive-summary", |
| "title": "Executive summary", |
| "file": "pages/executive-summary/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-1-vanilla-bitween-discovers-rsrs-for-43-of-80-functions-54-in-rsr-bench-including-first-known-reduction-for-sigmoid", |
| "title": "Claim 1: Vanilla Bitween discovers RSRs for 43 of 80 functions (54%) in RSR-Bench, including first known reduction for sigmoid", |
| "file": "pages/claim-1-vanilla-bitween-discovers-rsrs-for-43-of-80-functions-54-in-rsr-bench-including-first-known-reduction-for-sigmoid/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-2-agentic-bitween-neuro-symbolic-approach-with-llm-agents-discovers-rsrs-for-64-of-80-functions-80", |
| "title": "Claim 2: Agentic Bitween neuro-symbolic approach with LLM agents discovers RSRs for 64 of 80 functions (80%)", |
| "file": "pages/claim-2-agentic-bitween-neuro-symbolic-approach-with-llm-agents-discovers-rsrs-for-64-of-80-functions-80/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-3-agentic-bitween-outperforms-pure-neural-baselines-in-both-rsr-discovery-and-verification-accuracy", |
| "title": "Claim 3: Agentic Bitween outperforms pure neural baselines in both RSR discovery and verification accuracy", |
| "file": "pages/claim-3-agentic-bitween-outperforms-pure-neural-baselines-in-both-rsr-discovery-and-verification-accuracy/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "conclusion", |
| "title": "Conclusion", |
| "file": "pages/conclusion/page.md", |
| "children": [] |
| } |
| ] |
| }, |
| "agent_view_tokens": 3853, |
| "revision": "1784713327685251102" |
| } |
