tech, startups, internet

Scaling test-time compute.

The new dimension of AI scaling is here. “Rather than relying on ever-larger pretraining budgets, test-time methods use dynamic inference strategies that allow models to “think longer” on harder problems. A prominent example is OpenAI’s o1 model, which shows consistent […]

tech, startups, internet

Scaling test-time compute.

The new dimension of AI scaling is here. “Rather than relying on ever-larger pretraining budgets, test-time methods use dynamic inference strategies that allow models to “think longer” on harder problems. A prominent example is OpenAI’s o1 model, which shows consistent […]

tech, startups, internet

Math is hard if you’re an LLM.

“No matter how much data you train them on, they still don’t truly understand multiplication.” Written by Gary Marcus, who “feels really old whenever he has to write articles like this. He had really hoped to have said his last […]

better doing

Beware the casual polymath

This is a very insightful post from the anonymously published blog Applied Divinity Studies. “[W]hat’s really happening is that we’ve chosen to privilege certain combinations of skills as impressive, while taking others for granted. A physicist who studies math, can […]