The discriminative, contamination-resistant, fully transparent LLM ranking — updated live.
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Wed, Aug 5, 2026 2
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docs: methodology white paper (17-page LaTeX + PDF + BibTeX)
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Full technical white paper: benchmark failure analysis, design principles, 2PL IRT and Bradley-Terry mathematics, robustness metrics, score structure and interpretation guide, governance, limitations, comparison table, roadmap, 33 academic references. Compiles with latexmk -pdf. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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feat: LLM Index platform v0.2.0 — discriminative, contamination-resistant live LLM ranking
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IRT 2PL + Bradley-Terry scoring over 12 domains with dynamically generated items: hardened math/reasoning/code/knowledge/multilingual/instruction, home-made simulated agentic (+context-load) and terminal benches, SVG logo duels (3-judge cross-provider panel), vision OCR. Robust extraction cascade, parallel evaluation lanes with live-updating leaderboard, per-model full transparency pages, public API v1, detailed methodology with references. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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