Just soft launched BlkSeal, a modern content integrity platform.
It lets people, apps, and AI agents sign any digital content so anyone can verify it hasn't been modified after it was created. Think provenance and tamper detection, but with a different trust model than traditional digital signatures, including native revocation. The underlying tech is actually very cool.
Just put it out there, so now I'm in the fun/scary phase of seeing if anyone besides me actually wants it. Either way, I've learned a ton building it, and it's been one of the most rewarding side projects I've ever turned into a startup.
They're just jumping on the hype train but can you really blame them? They've been hearing about how their job will be replaced, how they need to upskill with AI, and they see everyone else doing it. Many probably have no real skills so they're just trying to survive.
My first memory was meeting my parents for the first time when I was around two (I'm adopted). I don't remember anything before it, probably for the better.
Below is the "Attention is all you need" paper. Transformers and their attention mechanism was the major breakthrough for modern LLMs. ML has been around for a long time, I'd suggest joining kaggle or something and learn by doing. You'll retain more and realize how broad the category is anymore.
The problem I'm currently trying to solve, building a business around a novel data protection mechanism using ML based encoding while continuing to do research on it.
Production service for digital content attestation and verification utilizing bespoke neural encoding models. Will be looking for beta testers soon. Reach out if you're interested!
Although incredibly rare, it's not impossible so probably best to just plan for collisions. A simply retry should suffice. But I agree I feel like something is going on somewhere else ...
Building neural-network-based data encoding & verification systems.
I don't know what I don't know.