About TalksIntel AI

TalksIntel AI turns conference talks into reading — and helps you find the ones worth reading. Every talk gets a TL;DR, a full written analysis, and word-level YouTube timestamps so you can jump straight to the part that matters. Browse by topic or search across every talk we've covered to surface the ideas you didn't know you were looking for.

Why we built this

A good conference talk takes months to prepare and usually gets watched once before it disappears into a YouTube backlog. That felt like a waste to us — speakers gave this work away for free, and most of it never reaches the people who'd actually use it. So we read every talk, write it up properly, and make it searchable. The goal is simple: keep the good ideas moving after the room empties.

This works better the more people pitch in. If a talk shaped how you think and we haven't covered it yet, tell us — same goes for corrections, or speakers who want their work indexed properly.

What we cover

Conferences with original research and practitioner content — covering cybersecurity, AI/ML, and more as we expand.

Contact

Suggestions, corrections, takedowns, sponsorship — see our contact page.