1/ Your LLM flags a trading opportunity. The desk reacts in seconds. But how do you know the AI ran the right model? That the output was legit—and not some hallucination or outdated version? That’s where Lagrange’s DeepProve comes in. Here’s how 🧵👇

2/ Traders don’t just want speed—they want certainty. But AI models? They hallucinate. They drift. They get hotfixed without warning. And in black-box systems, you wouldn’t know until it’s already cost you.

3/ DeepProve makes your AI accountable. It cryptographically proves that your model ran as intended—on the correct data, with the right architecture—every time it acts.

4/ Imagine every trade decision coming with a receipt. Not just “what it predicted”—but proof it did what it was supposed to. That’s DeepProve: provable inference, private execution, zero trust required.