TIL that faecal transplants (💩 in a 💊) will play a big role in the future of medicine, especially for longevity.
Dunno how I feel about it...
If it works I guess it's a pretty cheap low-tech fix that won't go into the pockets of big pharma?
Current AI video gen costs ~$30/min -> $1,800/h
Only two orders of magnitude away from fully personalized 24/7 AI video feeds.
That seems like a lot??
LLMs dropped two OMs in just 4 years!
And people think we live in divergent realities now...
GenAI historical strategy/RPGs are gonna be lit 🔥
If you'd get the latency for video gen down to ~10s it'd become a pretty fluid experience.
Just generate one scene ahead while player is busy with game mechanics in this one.
World models will be even better.
GenAI historical strategy/RPGs are gonna be lit 🔥
If you'd get the latency for video gen down to ~10s it'd become a pretty fluid experience.
Just generate one scene ahead while player is busy with game mechanics in this one.
World models will be even better.
From GPT-OSS system card:
First evidence of AI-driven optimization of LLM architecture.
"Hey O5, suggest 128 new SwiGLU variants and benchmark performance, doubling compute and halfing the number of variants at each step."
Very unpopular opinion:
I miss GPT 4.5 the most. Yes, it was slow, yes it has a weird attitude, but it was the only model that could actually write.
I'd be willing to pay a lot for access to a model like that.
Hope they release a model based on that pre-training run soon!
ML then vs now:
2015: invent new model, optimize for weeks on own hardware, win imagenet with ResNet: 75% accuracy
Total cost: $$$$
2025: Spin up 8 H100s in 10 mins, let Cursor write 100 lines of PyTorch, train for 2h: 76% accuracy
Total cost: $20
Thanks @PrimeIntellect
ML then vs now:
2015: invent new model, optimize for weeks on own hardware, win imagenet with ResNet: 75% accuracy
Total cost: $$$$
2025: Spin up 8 H100s in 10 mins, let Cursor write 100 lines of PyTorch, train for 2h: 76% accuracy
Total cost: $20
Thanks @PrimeIntellect https://t.co/9ivb5TChhk
With hyperscalers and neoclouds scaling GPU clusters into nirvana means compute actually got kinda cheap!
With Prime Intellect I can find the lowest rates at any given time and spin up a mini cluster in ~10mins.
$100 for 8 H100 for a full day 🤯
Somebody should hang this in a museum:
The original implementation of a ReLU neuron from the revolutionary AlexNet (2012) paper.
Copyright (c) 2011, Alex Krizhevsky
this is almost 95% similar to what ive experienced
its also something ive been trying to write about - I even have a chapter titled "do what feels right" trying to describe this (though honestly feel like below is more interesting)
this is almost 95% similar to what ive experienced
its also something ive been trying to write about - I even have a chapter titled "do what feels right" trying to describe this (though honestly feel like below is more interesting) https://t.co/Nkzpc9RCTv
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