A research org wins by concentrating compute on a few big bets and disbanding the rest — not by letting a bottom-up credit market allocate it.

Why Google failed to make GPT-3 + why Multimodal Agents are the path to AGI — with David Luan of Adept · Latent Space (swyx & Alessio)

Stop hand-engineering reward functions — have an LLM write them in the simulator's API and iterate.

Jim Fan on Nvidia's Embodied AI Lab and Jensen Huang's Prediction that All Robots will be Autonomous · Sequoia Capital (Training Data)

Let the agent write code as its action space — then save what works to a skill library it authors itself.

Jim Fan on Nvidia's Embodied AI Lab and Jensen Huang's Prediction that All Robots will be Autonomous · Sequoia Capital (Training Data)

One model that generalizes across three axes — the skills it can do, the bodies it can control, and the realities it can master.

Jim Fan on Nvidia's Embodied AI Lab and Jensen Huang's Prediction that All Robots will be Autonomous · Sequoia Capital (Training Data)

Match model size to task complexity and measure energy cost before defaulting to the biggest available LLM.

We're Doing AI All Wrong. Here's How to Get It Right · Sasha Luccioni

AI invents — making it the last invention and all retraining logic obsolete

The AI Safety Expert: These Are The Only 5 Jobs That Will Remain In 2030! · Roman Yampolskiy

Not all AI is the same — match resource consumption to use-case requirements

AI Whistleblower: We Are Being Gaslit By AI Companies, They're Hiding The Truth! · Karen Hao

Accelerating Science

Curing All Human Diseases & the Future of Health & Technology | Mark Zuckerberg & Dr. Priscilla Chan · Andrew Huberman