🤝 Open to Collab

Dipankar Sarkar PRO

dipankarsarkar

7 1657 329

https://www.dipankar.cc

AI & ML interests

Building the AI-native stack. Agents as infrastructure, safety as architecture, performance as plumbing. I publish the receipts: papers, datasets, demos.

Recent Activity

reacted to doofz's post with 🔥 about 1 hour ago

We just open-sourced THX-01, a 322M decision model. Most AI decisions in production are classification in disguise: which team gets this ticket, is this email phishing, what's the total on this invoice. Calling a large LLM for each one is slow, expensive, and its confidence means nothing. THX-01 is built for exactly these decisions. You send it a message or document plus typed questions, and in one forward pass (~10 ms) it returns: - an answer to every question, with a calibrated probability for each option - exact numbers stated in the document, or null if the number isn't there - verbatim quotes and the passages that support each answer On our 4-language support-ticket benchmark it matches Claude Sonnet 5.5 (98.4 vs 98.5) and is about 150x faster. Because its confidence is calibrated, it handled about 75% of tickets automatically with zero errors. pip install thx01 https://huggingface.co/doofz/THX-01

liked a dataset about 1 hour ago

oro-ai/orobench-trajectories

liked a dataset about 2 hours ago

AQ-MedAI/MedMemoryBench

View all activity

Organizations

dipankarsarkar 's datasets 3

Dipankar Sarkar PRO

AI & ML interests

Recent Activity

Organizations

dipankarsarkar 's datasets 3 Sort: Recently updated

dipankarsarkar 's datasets 3