Open-sourcing PAIR: building trustworthy evals on your own data, fair across vendors
kalyan_kpl · x · 2026-11-10
One line of sarcasm sums up today's eval landscape: "Everyone is #1 on their benchmark."
The quoted post announces PAIR, an open-source tool for building parse evals you can trust on your own data, designed to be fair across vendors and generalizable across datasets — a direct answer to vendors cherry-picking benchmarks to crown themselves. A practical open-source release in the eval-engineering space.
More from coding & agent
- Leaked: xAI Building Grok Academy at learn.grok.com with 15 Courses and Certificates — nima_owji · 2026-11-10
- Claude Code share of T3 Code turns jumps from 52% to 78% after Opus 5.5 launch — FinanceYF5 · 2026-11-10
- Full-color display plus hand tracking now fits in 50-gram glasses — what if Codex ran on them? — Scobleizer · 2026-11-10
- Agentlas-OS: open-source agent OS that turns goals into verifiable task trees — Aiden_Tech_Ai · 2026-11-10
- Measuring an LLM agent that writes tests before the code exists: 33/33 planted bugs caught — Infinite-Fly-2756 · 2026-11-10
- MiniMax M3.1 Flash goes free in OpenCode, praised for bug bounties and repros — DanielLockyer · 2026-11-10