| { |
| "agent_view_tokens": 5000, |
| "emoji": "📈", |
| "paper": { |
| "arxiv_id": "2602.15327" |
| }, |
| "revision": "1785277560000000000", |
| "root": { |
| "children": [ |
| { |
| "children": [], |
| "file": "pages/00-judge-evidence-scorecard/page.md", |
| "slug": "00-judge-evidence-scorecard", |
| "title": "Judge evidence scorecard" |
| }, |
| { |
| "children": [], |
| "file": "pages/executive-summary/page.md", |
| "slug": "executive-summary", |
| "title": "Executive summary" |
| }, |
| { |
| "children": [], |
| "file": "pages/claim-1-estimator-hyperparameters/page.md", |
| "slug": "claim-1-estimator-hyperparameters", |
| "title": "Claim 1: estimator hyperparameters" |
| }, |
| { |
| "children": [], |
| "file": "pages/claim-2-sigmoid-vs-ispline/page.md", |
| "slug": "claim-2-sigmoid-vs-ispline", |
| "title": "Claim 2: sigmoid versus I-spline" |
| }, |
| { |
| "children": [], |
| "file": "pages/claim-3-attainable-accuracy-1e24/page.md", |
| "slug": "claim-3-attainable-accuracy-1e24", |
| "title": "Claim 3: attainable accuracy at 10^24 FLOPs" |
| }, |
| { |
| "children": [], |
| "file": "pages/claim-4-temporal-nonstationarity/page.md", |
| "slug": "claim-4-temporal-nonstationarity", |
| "title": "Claim 4: temporal nonstationarity" |
| }, |
| { |
| "children": [], |
| "file": "pages/claim-5-budgeted-design/page.md", |
| "slug": "claim-5-budgeted-design", |
| "title": "Claim 5: budgeted design" |
| }, |
| { |
| "children": [], |
| "file": "pages/claim-6-contamination-shift-test/page.md", |
| "slug": "claim-6-contamination-shift-test", |
| "title": "Claim 6: contamination shift test" |
| } |
| ], |
| "file": "pages/index.md", |
| "slug": "index", |
| "title": "Prescriptive Scaling Reveals the Evolution of LM Capabilities" |
| }, |
| "schema_version": 1, |
| "space_id": "ProCreations/repro-prescriptive-scaling-lm-capabilities", |
| "tags": [ |
| "icml2026-repro", |
| "paper-IkjsHRpuYY" |
| ], |
| "title": "Reproduction: Prescriptive Scaling of LM Capabilities", |
| "updated_at": "2026-07-28T23:02:51+00:00" |
| } |
|
|
