Noam Brown explained last month why “search”* has only been used so recently. The costs in particular are probably still something that causes major problems today. *Search = test-time-compute, he uses it synonymously here.
@kimmonismus
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Test-Time Specialization and Model Generalization Limitations
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@teknium corrected this: "This just trains the model on the specific samples that most closely relate to the problem right before doing inference though – it is not generalizable at all, and does test-time specialization of the model"
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Test-Time Training Achieves 61.9% Performance on ARC Tasks
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New paper achieves 61.9% on ARC tasks by updating model parameters during inference "TTT boosts the performance of fine-tuned models (FT) by up to 6×, with consistent improvements across different model sizes. One scaling strategy that has gained recent attention is test-time
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Noam Brown OpenAI Extended Thinking Capabilities AI Progress
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Anyone who still believes that the development of AI has reached its limits should watch this video excerpt from Noam Brown (OpenAI).
— Chubby♨️ (@kimmonismus) 12 novembre 2024
Sometimes I get the feeling people arent listening closely.
Noam Brown: "We saw that like yeah it, once it's able to think for longer it um… pic.twitter.com/cwqFyX8EtoAnyone who still believes that the development of AI has reached its limits should watch this video excerpt from Noam Brown (OpenAI). Sometimes I get the feeling people arent listening closely. Noam Brown: "We saw that like yeah it, once it's able to think for longer it um
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Frustration Over Inability to Invest in Private OpenAI and Similar Companies
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Yea, but just sad that you can’t (!) invest in OpenAI and many others as they are private equity.
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Childhood movies with AI-generated people nostalgic experience
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That would be amazing! I have so many memories of my childhood movies I would love to watch again with real (ai generated) people.
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Spirited Away Key Scenes Reimagined with AI Retexturization
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Spirited Away Key Scenes Reimagined with AI Retexturization! With @Kling_ai
— Chubby♨️ (@kimmonismus) 12 novembre 2024
🎥/u/particula-let9884 (not on X, link comment) pic.twitter.com/sdeyCcbJlpSpirited Away Key Scenes Reimagined with AI Retexturization! With @Kling_ai /u/particula-let9884 (not on X, link comment)
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Robotics and AI: The Future Solution for Demographic Challenges
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Something I’m saying all the time: we need robotics to take care of our elderly. We need robotics in factory’s as fewer baby’s are born. We need robotics to keep up accelerating. There is no doubt, no at all, that robotic + AI is the future.
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Anthropic Delays Opus 3.5 Release Amid OpenAI Competition
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Opus 3.5 is coming. However, no date yet. Shows that Anthropic is still not sure if they can beat OpenAI upcoming models. Good to see that competition continues. pic.twitter.com/gRxGEfQdkX
— Chubby♨️ (@kimmonismus) 12 novembre 2024Opus 3.5 is coming. However, no date yet. Shows that Anthropic is still not sure if they can beat OpenAI upcoming models. Good to see that competition continues.