
LLM Evals: How to Know Your AI Code Actually Works
So, you've dropped some AI into your code, huh? Great. Now you need to figure out if it actually works, without blowing anything up.
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Saturday, August 1, 2026
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So, you've dropped some AI into your code, huh? Great. Now you need to figure out if it actually works, without blowing anything up.

Imagine a startup that helps AI learn better. Now imagine it's worth twenty billion dollars. Yes, you read that right.

Someone just predicted SpaceX could be worth 10 trillion dollars. That's a head-spinning number, even if it's still light-years from reality.

While American tech giants keep throwing billions at AI development, Europe isn't about to sit on the sidelines. Mistral AI, the French startup that's been making serious waves in the open-source AI scene, is about to land a massive cash injection that values the company at roughly €20 billion.
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Delivery vans might be numbered. Elroy Air is going public to replace trucks with long-range heavy-payload cargo drones.

Humanoid robots are no longer sci-fi movie stuff—they're becoming a billion-dollar business. Agility Robotics, the startup building machines that walk like humans, is gearing up to go public with a valuation that would make most traditional companies jealous.
Mistral, the French startup that's been breathing down the necks of AI giants, is reportedly about to land a funding round that would nearly double its value overnight. Not bad for a company that was barely on anyone's radar just a couple of years ago.
While AI startups are rushing to go public, OpenAI has just filed for an IPO that could shatter all valuation records. Brace yourself—this bill might be steeper than anything we've seen before.

While the rest of the world is still debating whether AI is a bubble or the future, Jeff Bezos just threw $41 billion on the table. Prometheus, his brainchild in artificial intelligence, has hit a valuation that puts it among the sector's heavy hitters—and no, this isn't a joke.

While the enterprise software market was shaking in its boots over AI fears, someone just doubled the valuation of an IT management startup. NinjaOne raised $400 million in a fresh funding round, proving that not every big investor fell for the collective panic.

While everyone's chasing the next AI hype, a Finnish startup that literally watches Earth from space just quadrupled its value. General Atlantic just bet €10 billion on Iceye — and that tells you everything about where the real money is flowing right now.