Jack Cole
@MindsAI_Jack
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AI Researcher, Clinical Psychologist, App Dev
Illinois, USA
Joined April 2022
Thanks Greg. We are looking forward to a great competition, trying to progress towards AGI, and contributing to open source and science. I would like to introduce our new great teammate Dr. Dries Smit @DriesSmit1. He's cooking up other hot things in the lab most of the time,.
The mission of ARC Prize is to open source progress towards systems that can generalize. The energy from @MindsAI_Jack and team to push the frontier forward help do that. Excited to have them full time on ARC-AGI-2.
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Interesting work.
My new paper proposes an implementation of execution-guided neural program synthesis for ARC-AGI (@arcprize), and compares its compositional generalization capabilities with a few alternatives such as test-time fine-tuning. The conclusion is that execution-guided neural program.
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RT @OfficialLoganK: Gemini has unlocked a new capability: conversational image segmentation 🖼️. This enables new use cases that were previo….
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RT @arcprize: Impressive work by @makingAGI and team. No pre-training or CoT with material performance on ARC-AGI. > With only 27 million p….
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Great work by Giotto and ARChitects!.
We've had 3 leaders in the past 7 days for @arcprize . Top score ($50K pool) prize heating up.
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RT @rohanpaul_ai: The paper shows that LLMs can explain rules yet still stumble when asked to carry them out. Most people try bigger model….
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RL musing: should we get a cookie every time we get a correct answer or are there other principles at work?.
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RT @pmddomingos: Transformers are the standard model of AI. They’re both:.- The result of a long series of breakthroughs.- Surprisingly pow….
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Yes, you only need attention plus everything else you need.
Attention is all you need. Oh, and also MLPs, layer norm, resnets, positional encoding, tokenization, Adam, fine-tuning, GPUs, etc.
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RT @MLStreetTalk: Fantastic result from OAI achieving IMO gold medal level performance. However -- we disagree with the premise that super….
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RT @fchollet: Today we're releasing a developer preview of our next-gen benchmark, ARC-AGI-3. The goal of this preview, leading up to the….
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RT @sama: Today we launched a new product called ChatGPT Agent. Agent represents a new level of capability for AI systems and can accompli….
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Congratulations! Well done.
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RT @AdamZweiger: Come check out our ICML poster on combining Test-Time Training and In-Context Learning for on-the-fly adaptation to novel….
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RT @rohanpaul_ai: Big LLMs always run every layer, no matter how simple or hard the prompt. This paper shows that skipping or looping laye….
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RT @GregKamradt: One of my favorite things about @arcprize, new ideas are needed which leads to novel research. Open papers like this by @P….
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RT @rohanpaul_ai: Meta’s reply to Stargate comes through Prometheus at 1 GW and Hyperion at 2 GW, running multi-billion-dollar GPU clusters….
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RT @EMostaque: fwiw the amount of compute needed for Kimi K2 is around about the same as DeepSeek V3/R1 ($5m worth). More stable training,….
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RT @DrTechlash: 🚨The UK AISI identified four methodological flaws in AI "scheming" studies (deceptive alignment) conducted by Anthropic, MT….
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