AI Is Now Doing Science — Not Just Talking About It
Claude just designed 17 scorpion-antivenom binders autonomously — and that changes everything about how we think about AI's role in the world.
AI just went from writing your emails to saving lives.
This week, Anthropic's Claude autonomously designed 17 scorpion-antivenom binders and developed more efficient quantum circuits — without being hand-held through the process.
Let that sink in.
We've spent the last three years debating whether AI can write a decent blog post. Meanwhile, it's quietly becoming a full research collaborator in some of the hardest scientific domains on the planet.
This is the shift I keep telling founders and investors to pay attention to:
- Generative AI was the opening act
- Agentic AI is the main event
The companies building real moats right now aren't just using AI to automate tasks — they're deploying it as an active participant in discovery, strategy, and execution.
The question for every executive this week shouldn't be 'how do we use AI?' It should be 'what problems are now solvable that weren't six months ago?'
The frontier is moving faster than most boardrooms realize.
— Leo Giel, Founder & CEO, Lemonhead.ai
