ai-research-survey

Systematic scan of agentic development research. What's signal, what's noise.
git clone https://git.shiptheloop.com/ai-research-survey.git
Log | Files | Refs

DateCommit messageAuthorFiles+-
2026-04-14 21:31calibration: ship learned weights (20 anchors, v1 fit)Brian Graham2+114-22
2026-04-14 21:11calibration: pairwise weight fitting against labeled anchorsBrian Graham3+431-8
2026-04-14 20:34partition benchmark-eval + tag Attention as reference-benchmarkBrian Graham2+19-7
2026-04-14 20:24partition calibration (reference-benchmark) specimensBrian Graham1+25-8
2026-04-14 19:45stats: include v1 scans with graceful degradationBrian Graham1+7-2
2026-04-13 13:51CI: trigger deploy on scan-v5.json changesBrian Graham1+1-0
2026-04-13 13:24V5 Haiku sweep: 531 papers scanned (280 new)Brian Graham310+153024-0
2026-04-12 17:49V5 Haiku sweep: 220 papers scannedBrian Graham114+56353-0
2026-04-12 16:10Progress bar: 4-segment v5 pipeline, 106 pure Haiku scansBrian Graham113+53509-69
2026-04-11 05:45Add run-scan-v5-haiku.py: pure Haiku output, no Opus mergeBrian Graham1+367-0
2026-04-11 05:31V4 Haiku sweep: 241 new papers (263 total)Brian Graham261+142094-0
2026-03-31 06:40V4 Haiku scan pipeline: type-routed instrument with Opus overlayBrian Graham5+2895-0
2026-03-30 18:17Classify all 1,206 papers by type via HaikuBrian Graham582+2910-0
2026-03-30 14:40Add Haiku paper type classification script (preliminary)Brian Graham625+3303-0
2026-03-30 14:10Filter non-empirical papers from findings, tag in UIBrian Graham8+543-75
2026-03-29 14:13Update to 1205 scans, new sampling checkpoint, refresh memoryBrian Graham277+139338-297
2026-03-24 05:51Add explanatory descriptions to each tension sectionBrian Graham1+8-1
2026-03-24 05:49Add 3 new tensions, expand keyword matching for existing 3Brian Graham4+82-22
2026-03-24 05:43Use bar width for methodology score, not border thicknessBrian Graham1+11-11
2026-03-24 05:40Replace dot chart with border-thickness encoding for tension qualityBrian Graham1+21-41
2026-03-24 05:35Replace shade gradient with bar+dot chart on tensionsBrian Graham1+44-33
2026-03-24 05:31Add count scale ticks and clearer axis description to tension chartsBrian Graham1+10-3
2026-03-24 05:29Tension butterfly: single-hue gradient + quality-weighted balance lineBrian Graham1+66-20
2026-03-24 05:25Add butterfly timeline charts to tensions viewBrian Graham3+97-3
2026-03-24 05:19Expand HN analysis: scatter, tag paradox, repost/controversy signalsBrian Graham2+170-11
2026-03-24 05:13Add 187 scans (932 total), new sampling checkpoint, remove corrupt scanBrian Graham191+98288-196
2026-03-23 18:53Add engagement factor strip to papers tableBrian Graham3+25-4
2026-03-23 14:41Show engagement factors on paper detail pagesBrian Graham1+35-0
2026-03-23 14:05Show v3 scans in survey progress barBrian Graham4+17-4
2026-03-23 13:54Integrate v3 engagement factors into explorer pipelineBrian Graham52+2576-335
2026-03-23 12:49Fix catchup-v3 to read full paper.txt, not just scan summaryBrian Graham30+1293-540
2026-03-23 12:26Add v3 scan instrument with engagement factors, catchup scriptBrian Graham15+866-74
2026-03-23 12:09Add HN social attention data: enrichment script, findings, paper linksBrian Graham750+33545-2
2026-03-23 10:19Replace jittered scatter with bubble grid for two culturesBrian Graham1+56-42
2026-03-23 10:17Add jitter to two cultures scatter to show densityBrian Graham1+12-3
2026-03-23 10:15Add repro funnel, methodology treemap, two cultures scatter; fix network zoomBrian Graham1+6-5
2026-03-23 10:03Add reproducibility funnel, methodology treemap, two cultures scatterBrian Graham4+235-3
2026-03-23 09:23Rescan Agents of Chaos (2602.20021) as v2: 47.5%Brian Graham1+173-226
2026-03-23 09:09Add human-readable descriptions to per-question pass ratesBrian Graham2+82-6
2026-03-23 09:06Add explainer text for each named game on dashboardBrian Graham2+18-3
2026-03-23 08:59Rebuild citation network, add ego mode, quality flow, and network findingsBrian Graham10+1381-307
2026-03-23 07:46Add 4 new games (10 total), DNA profile strips in paper tableBrian Graham5+64-3
2026-03-22 20:54Add PCA scatter plot — paper methodology mapBrian Graham5+276-2
2026-03-22 20:49Add category correlation heatmap to findings viewBrian Graham4+119-2
2026-03-22 20:33Add findings view with 10 analysis sections and code URL extractionBrian Graham9+680-26
2026-03-22 18:04Fix network: edge contrast, mouseover hit detectionBrian Graham2+30-17
2026-03-22 17:38Add pipeline progress bar and show all registry papers in browserBrian Graham7+174-16
2026-03-22 12:03Trigger deploy on scan.json and registry changesBrian Graham1+2-0
2026-03-22 11:19Add 274 v2 scans (741 total), remove corrupt spectr scanBrian Graham276+135131-274
2026-03-22 06:45Fix scan agent max-turns: 3 → 8, accept --max-turns CLI argBrian Graham1+9-6
2026-03-18 13:11Split data pipeline, add light/dark mode, fix network and detail viewsBrian Graham13+415-257
2026-03-18 12:38Add 467 v2 scans, metadata, calibration, explorer, and deploy pipelineBrian Graham1872+500712-5740
2026-03-08 09:22Implement v2 scan pipeline with conditional modules and enrichmentBrian Graham16+1777-26
2026-02-28 05:55Tighten scan instrument based on Opus calibration (93.2% agreement)Brian Graham6+636-90
2026-02-27 21:34Add paper claim system for parallel scan agentsBrian Graham2+166-0
2026-02-27 21:31Replace subjective 0-3 rubric with 50-question boolean checklistBrian Graham2+404-72
2026-02-27 21:05Update scan agent prompt and add scan orchestratorBrian Graham3+335-4
2026-02-27 20:55Add DOI-based download script for non-arXiv papersBrian Graham2+4003-0
2026-02-27 20:45Harvester run 2: 2492 new papers via S2 citation graph + keyword searchBrian Graham1+2492-0
2026-02-27 20:32Harvester: write to registry immediately after each searchBrian Graham1+1-0
2026-02-27 20:30Harvester run 1 (138 papers) + rewrite harvester promptBrian Graham2+259-32
2026-02-27 20:27Add build pipeline: text extraction, summary aggregation, venue listBrian Graham5+506-0
2026-02-27 20:11Add downstream pipeline context to harvester agent promptBrian Graham1+11-0
2026-02-27 20:08Add arXiv PDF download scriptBrian Graham1+142-0
2026-02-27 20:05Add .gitignore and CLAUDE.md project rulesBrian Graham2+61-0
2026-02-27 20:00Document target scope (~1000 papers) and model assignmentsBrian Graham2+13-1
2026-02-27 19:57Add citation-chasing pipeline: cited_papers in scan + harvest scriptBrian Graham3+225-2
2026-02-27 19:54Add Agents of Chaos paper and Wakefield methodology precedentBrian Graham2+18-0
2026-02-27 19:51Initial scaffold for AI research survey projectBrian Graham13+825-0

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