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Introducing the Pramaana Index
A capability, cost, and latency-weighted view of frontier AI performance on real work.
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Research notes, benchmark releases, and independent analysis.
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Why independent evaluation is becoming deployment infrastructure
How versioned benchmarks reduce uncertainty for teams selecting production models.
Model Systems ReviewFinance Agent v2 joins the benchmark suite
Audited spreadsheet, memo, and research tasks with item-level provenance and review.
Error bars belong on every leaderboard
Point estimates hide instability. We publish uncertainty and sample coverage by default.
Eight new open-weight models evaluated
A reproducible comparison of capability, serving cost, and latency across open releases.
Benchmark leakage is a product risk, not just a research problem
Why private test sets and immutable releases matter for enterprise model selection.