
Mom: how's work going?
Me: pretty good, we made all the numbers go way up in this table and shipped the best model in the world
Mom: that's nice but what's happening with the "SWE Bench" row
Me: mom can you not right now
Essays and thoughts on AI, machine learning, and complex systems

Me: pretty good, we made all the numbers go way up in this table and shipped the best model in the world
Mom: that's nice but what's happening with the "SWE Bench" row
Me: mom can you not right now

Here is the graph you need to understand. What looks like a bubble is just the visible edge of an exponential. Each 100x jump in compute pushes us into a new capability regime.
Pretraining is still accelerating toward the noise floor and following scaling laws. Somewhere along that path, it's possible that we get superintelligence.

In nine months we have seen HLE 0.21 → 0.43, MMMU Pro 0.68 → 0.81, Toolathlon 0.1 → 0.49, and $/mtok $10 → $3.
"Intelligence too cheap to meter" is on the horizon.

A tribute to the architects of AI featured on TIME's Person of the Year cover.

122 years ago it was inconceivable to many that a heavier-than-air craft might fly. What ultimately mattered was not skepticism, but those who charged forward in spite of it. The future belongs to optimists.

Sixty years ago Irving John Good somehow intuited the trajectory we are living through. It's all here - the role of computers in helping humanity endure, neural networks, the mechanization of intelligence, recursive self-improvement, alignment...just remember:
The survival of man depends on the early construction of an ultra-intelligent machine.

How artificial intelligence and big data are reshaping how we focus and consume information.

Exploring the evolutionary basis of meditative states and altered consciousness.

Comparing cloud platforms for training and deploying deep learning models.

A deep dive into the algorithms that decide how elevators move.

Technical analysis of the rage against the cage and z4root Android exploits.

On the Large Hadron Collider and addressing fears about particle physics experiments.

Exploring the future of genomic science and knowledge repositories.

Reflections on medical education and the path to becoming a physician.

On religious expression and finding voice in a pluralistic society.