@JensenHuang & @garrytan at YC Startup School;
“Controllability of agents will be the next breakthrough”
He’s referring to how a simple word change in an md file (for example) could significantly perturb agent actions.
Interesting area!
We create systems like school to serve students. But since it’s difficult to measure learning directly, we use metrics like grades and test scores as a proxy. And the system begins to reward performance on the metrics, which leads students to organize their behavior around optimizing for those metrics, instead of learning itself.
Once those metrics no longer dictate what matters, it’s easier to ask what do you genuinely want to understand. What knowledge will help me in the things I’m doing in life
For my first post, I’m sharing a letter @NVIDIA signed on why open models matter.
AI will transform every industry, power every company, and be built by every country.
Open models strengthen safety and cybersecurity, accelerate innovation and diffusion, and enable sovereignty.
The world needs both frontier closed models and frontier open models.
https://t.co/AUKzoQ5Ikb
Thank you @vercel for providing an agent skill for AI SDK version migration - saved me from a runtime regression that Claude did not catch initially. What are other cool use cases for agent skills?
Underrated life advice: A good life is built by simply doing uncomfortable things sooner. The delayed conversation gets harder. The ignored problem gets bigger. The small repair gets more expensive. Peace is never found through avoidance. It’s found through direct early action.
I'm convinced that real success is often quiet. It's spending less than you make. Driving the simple car. Wearing what you like. Loving the same person forever. Showing up for friends. Avoiding drama. Doing hard things. Real success doesn't shout. Quiet is seriously underrated.