Benchmarking retrieval for agents on messy real-world company knowledge

🌐 Hacker News (United States) — 2026-10-02

Kapa introduces a benchmark for evaluating how AI agents retrieve information from messy, real-world company knowledge sources. The benchmark focuses on the challenges of finding accurate answers across fragmented organizational data.

Article URL: https://www.kapa.ai/blog/company-knowledge-bench Comments URL: https://news.ycombinator.com/item?id=49933381 Points: 16 # Comments: 0

AI & Tech AI agents information retrieval benchmark company knowledge Kapa

Read original source →

2027: Local languages key to fighting AI misinformation — Expert
Punch Nigeria — 2026-11-11
American Land Title Association Taps Orbital as Platform for Its Licensed Content
Commercial Observer — 2026-11-11
How are Chinese infantry units training to survive drone-filled battlefields?
South China Morning Post — 2026-11-11
Adobe’s AI experiments let you walk around in photos and interview your characters
The Verge — 2026-11-11
Plurai wants to help AI agents work better using the same approach that helped get self-driving cars to roads
TechCrunch — 2026-11-11
AI data center opponents are cheering midterm results, but they say the fight isn’t over
Egypt Independent — 2026-11-11

Benchmarking retrieval for agents on messy real-world company knowledge

AI Summary

Related Articles

2027: Local languages key to fighting AI misinformation — Expert

American Land Title Association Taps Orbital as Platform for Its Licensed Content

How are Chinese infantry units training to survive drone-filled battlefields?

Adobe’s AI experiments let you walk around in photos and interview your characters

Plurai wants to help AI agents work better using the same approach that helped get self-driving cars to roads

AI data center opponents are cheering midterm results, but they say the fight isn’t over