Recent posts tagged multimodality

Update and addition from July 15, 2026 Smart Contract Audit Comparison: Single AI vs. Egregor AI Council Below is a detailed case study of exactly how this audit was conducted, why manually prompting single models no longer works, and how to set u...

Author: Vladislav Shter, Solo-founder of the Sovereign Ecosystem Last Updated: July 2026 Finding Critical Vulnerabilities Through the Egregor AI Consilium The Egregor desktop application discovers critical vulnerabilities in smart contracts by simul...

Multimodal AI has a hidden problem. Images → one tokenizer Videos → another 3D → completely different setup And it gets worse: Models that generate visuals don’t really understand them Models that understand visuals can’t generate them wel...

Remember when LLMs could only handle text? Well, those days are long gone. Today’s AI models can see images, watch videos, and even listen to your voice. They’ve evolved into what we now call LMMs - Large Multimodal Models. But how did we g...