The good news is we can do more and more with AI. The bad news is we understand less and less how it does it.
RESEARCH
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AI Learning Trust and Hype: Key Challenges Ahead
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And this is a good summary of the key points: #ai mimics people's mistakes, needs to learn to learn vs being trained, needs to focus on trust! And I will repeat again, I only fear the hype! Thx @constellationr for giving us the platform. @AndyThurai was a great guide for us!
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Stable Diffusion Generates Music by Learning Images of Sheet Music
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wait lol so turns out the solve to AI music generation wasnt novel approaches to learning the underlying structures of music
— swyx 🐣 (@swyx) 15 décembre 2022
it was taking #StableDiffusion and finetuning for IMAGES OF MUSIC
and THAT WORKS?!?
synesthetes could never 🤯 https://t.co/zSfpFqsP3N pic.twitter.com/8gTbG5ZZuHwait lol so turns out the solve to AI music generation wasnt novel approaches to learning the underlying structures of music it was taking #StableDiffusion and finetuning for IMAGES OF MUSIC and THAT WORKS?!? synesthetes could never
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Hill Climbing in Billion-Dimensional Spaces: Deep Learning Training
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Training of deep learning models by “hill climbing” seems like it should be impossible because of our intuitions from 3D life. Turns out they don’t prepare us to understand what’s possible in billion-dimensional spaces.
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New Embedding Model Advances Language Processing and Code Tasks
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Our new embedding model is significantly more capable at language processing and code tasks, cost effective, and simpler to use.
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New Embedding Model Outperforms Previous Best at 99.8% Lower Cost
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Just released a new embedding model which outperforms our previous best one while being 99.8% cheaper:
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What if smaller, sparser models all fail?
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there is ongoing research toward smaller, sparser, human-efficient models, but what if they *all* fail. scary thought.
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CICERO Achieves Top 10% Performance in Online Diplomacy League
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If you guessed ‘double the average score of the human players’ you are correct! CICERO’s score ranked it in the top 10% of participants who played more than one game in the online league. Read about CICERO’s gameplay