School really taught us that you need to attain some level of accuracy before you’re creative.

The truth is the creativity was already there before you even entered school. 

Accuracy is correlated with creativity, but too much accuracy and it becomes automation.

https://x.com/fchollet/status/1870169764762710376?s=46

Oh oh oh 🎅🎅

Today OpenAI announced o3, its next-gen reasoning model. We've worked with OpenAI to test it on ARC-AGI, and we believe it represents a significant breakthrough in getting AI to adapt to novel tasks.

It scores 75.7% on the semi-private eval in low-compute mode (for $20 per task… https://t.co/ESQ9CNVCEA

François Chollet

https://www.notboring.co/p/the-return-of-magic?r=ezk3i&utm_medium=ios&utm_campaign=audio-player

Interesting and weird read. I wonder if most people have weird experiences but don’t say it.

Upgraded my phone. Made me realize half of the ux is the phone itself. Everything looks better.

https://x.com/fchollet/status/1869578315952197797

o1 performs poorly on ARC-AGI eval. When we say it's a reasoning model what do we mean in technical terms?

Verified o1 performance on ARC-AGI's Semi-Private Eval (100 tasks)

o1, Low: 25% ($1.5/task)
o1, Medium: 31% ($2.5/task)
o1, High: 32% ($3.8/task)

o1 performance on the ARC-AGI pub leaderboard at different compute levels: 25-32%, solid progress compared to o1-preview

This is a smart blog

https://blog.usv.com/four-futures

12 hour lay over on my flight back home 🫠

I really like deconstructed pho (pho to go). The veggies don’t get cooked so it tastes fresh. The fat of the meat doesn’t go into the broth so it’s still clear and not foggy.

There are four possible futures

Indefinite pessimism says America is going to fall similar to Rome falling.

Definite pessimism says things will at best return to the mean and continue on trend. The debt will grow. Doge will fail. Violence will grow.

It’s crazy that I can find answers to questions I’ve held for a long time in fictional stories. 

It’s probably because that’s the only place you can discuss abstract topics such as properties of the devil.

After we start cleaning up the environment, I wonder if we will ever reach a point where nature is too clean.

Clean like the hospitals or an OCD’s house.

We are in the early stages, today, of one of the biggest economic booms in the history of the US https://t.co/6aBPf8uzEL

Ben Kizemchuk

Interesting 

https://x.com/benkizemchuk/status/1868056495671415062?s=46

I like theories elucidated within a tweet as a format.

@pmarca Do you have a theory on why it started around then?

My theory: The US experiences generational waves of a form of secularized puritan Great Awakening, continuing the prior pattern of religious Protestant awakenings. The waves hit every 20-30 years. Four in the last century: actual Communism in the 1920's-30's ("Red Decade"),…

Marc Andreessen 🇺🇸

I like theories elucidated within a tweet as a format. 

https://x.com/pmarca/status/1868119914113826895?s=46

Just realized effective altruism is a modern day moral theory.

If you want social change, make a product.

https://x.com/vincentweisser/status/1867719020444889118?s=46

Found it.

.@ilyasut full talk at neurips 2024 "pre-training as we know it will end" and what comes next is superintelligence: agentic, reasons, understands and is self aware https://t.co/CUyQN5zA47

Vincent Weisser

With all the magic tricks explained online, you’d think it’d be the end of magic tricks forever.

John Hoang

@jhoang