Chakra Labs
@chakra_ai
Turning the web into a permissionless database. The open data protocol for AI and beyond.
The internet wasn't built for AI. We're fixing that. Introducing Scout by Chakra - map the web as you browse. Climb the leaderboard and help turn the internet into an open, permissionless database.
Mind2Web (2,350 tasks across 137 real websites spanning 31 domains) and other open‑source HCI datasets like OSWorld & WebArena are fantastic for prototyping and fine‑tuning. But at ~2k–4k tasks (estimated ~40 hours) they’re tiny compared to what you’d need to truly post‑train an…
The Pango dataset is now live on HuggingFace! This presents the first large-scale dataset of real users performing authentic work tasks in business productivity software.
Next week, the team will be attending ICML 2025 in Vancouver. DMs open to connect with AI researchers, builders, and data practitioners - see you next week.

Data and compute are more critical than ever in the AI era. Hear from @0xnirmal at Akash Accelerate as he shares how @chakra_ai creates permissionless datasets to allow AI teams the freedom to build what wasn't possible before. June 23rd • NYC Register below.
subnet 1 is almost here - waitlist open. pango.so
AI agents that can actually USE your computer - clicking buttons, filling forms, navigating spreadsheets - hit a wall in 2025. These "computer use" agents promise to automate your digital work, but they're stuck at 40% success vs the 70% human benchmark.
Grounding models in structured data = much better outputs than naive RAG. Thanks for the s/o @etherary!
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