One CSS class rename, and your automation empire crumbles. But what if AI could just *look* at the screen like a human and click accordingly?
Self-driving teams hoarded petabytes of footage, hoping humans could sift it. Nomadic flips the script: AI agents that query videos like databases, unearthing rare glitches that train better bots.
A video clip feeds into an AI that cross-references product specs and customer tweets, spits out a sales script. Sounds slick. Productionizing it? That's the grind most ignore.
Labs ditched true scratch training after it devoured $100M in compute for mediocre results. Now it's all Frankenstein mods on pre-trained giants.
Trained on a mere 200 billion multimodal tokens—versus over a trillion for rivals—Microsoft's Phi-4-reasoning-vision-15B matches or beats much bigger models. It's proof that smarts, not scale, rule AI efficiency.
Your inbox overflows with scanned PDFs and messy invoices. Baidu's new Qianfan-OCR might turn that chaos into instant Markdown gold — if it lives up to the hype.