Chollet explains why ARC-AGI-3 is harder than prior ARC benchmarks: agents must simultaneously explore an unknown environment and solve the game, creating a compounding interplay that neither pure search nor scale handles well.

Western European and US OEMs take 16 to 40 months to develop a new car from launch intent to manufacturing. Chinese OEMs do it in 18 to 24 months.

On the Program Bench benchmark, all LLMs scored 0% because none passed all tests.

Solving a single ARC-AGI game setup from scratch requires approximately 5,000 different permutations of training data.

Etched's hardware delivers an order of magnitude more concurrency than NVIDIA's at the same level of interactivity.

Thomas von Tschammer on AI-generated designs that outperform human intuition.

The verification loop for recognizing the value of Galois theory took approximately one hundred years, flowing through many different people's minds before the math community agreed it was good.

Strive is flagged alongside Strategy as a digital capital structure vehicle that risks morphing into an actively managed hedge fund unless it acquires operating businesses.

“If you live in a state where there is an arbitrary power who can have you put to death, you are a slave.”

“The moon's gravity on Earth is the same no matter what the phase of the moon is.”

“40 to 41% of employees saying they ship AI work that they couldn't explain if asked. This is bot f***.”

“You're spending a trillion dollars a year and the revenue on AI talk about maybe 70 80 billion.”

“We believe it would be good for the world to have the option to slow or temporarily pause frontier AI development.”

“You cannot sell Bitcoin. If you are selling Bitcoin, the whole system breaks.”

“Consensus 2027 EPS change for AI infrastructure stocks. Insane. 42%.”