The most powerful AI right now are the reasoning models. But only 0.01% know how to unlock the full potential of o1, o3, Gemini 2.5, and Claude Sonnet 3.7. That's why we created this cheatsheet to help you. Here's everything you need to master prompt writing:
MACHINE LEARNING
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Paper2Code: Automated ML Paper to Runnable Code Framework
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Paper2Code, from KAIST, is a multi-agent LLM framework that turns ML papers into runnable code repos—automatically! Bridging the gap between research and implementation, one agent at a time.
Paper: https://
arxiv.org/pdf/2504.17192 -
FunSearch: LLM-Assisted Scientific Discovery Method Demonstrated
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FunSearch is a novel method for LLM-assisted scientific discovery. Drop by the #ICLR2025 Google booth today at 3pm where researchers will demonstrate how FunSearch can be applied to interesting problems and provide a glimpse into its user interface. https://
deepmind.google/discover/blog/
funsearch-making-new-discoveries-in-mathematical-sciences-using-large-language-models/
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Researcher shifts focus to large-scale neural network training
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Yes, I was one of the co-authors on the first paper, but not the second (by then I had shifted my focus towards large scale training and deployment of neural networks).
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AI Assistance Becomes Default in Coding Practices
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haha nice i love that it just rolls the default over. "coding" basically assume AI assistance as the default coding now, legacy coding becomes "handcoding".
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ZAPBench: Predicting Larval Zebrafish Brain Activity
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Can we predict future brain activity in a small vertebrate? Stop by the Google booth at 12PM @iclr_conf, for the introduction of ZAPBench: a benchmark to forecast activity in a whole larval zebrafish brain with 70k+ neurons. https://t.co/GSE3Bgher9 pic.twitter.com/v4La4QTxP4
— Google AI (@GoogleAI) 25 avril 2025Can we predict future brain activity in a small vertebrate? Stop by the Google booth at 12PM @iclr_conf
, for the introduction of ZAPBench: a benchmark to forecast activity in a whole larval zebrafish brain with 70k+ neurons. https://
openreview.net/forum?id=oCHsD
pyawq
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What’s New in AI and Tech: Latest Developments
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Hello, I’m interested in learning more about what’s been cooking
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The Urgency of Interpretability: Understanding AI Models
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The Urgency of Interpretability: Why it's crucial that we understand how AI models work
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DeepMind’s Virtual Fruit Fly Simulation Advances AI Research
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Virtual fruit fly simulation to conquer the world, and beyond.
— Linus ✦ Ekenstam (@LinusEkenstam) 24 avril 2025
via @GoogleDeepMindhttps://t.co/cUQzQkcsBMVirtual fruit fly simulation to conquer the world, and beyond. via @GoogleDeepMind
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E5-Mistral-7B-Instruct Fast Embeddings for RAG Solutions
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Fast Embeddings with E5-Mistral-7B-Instruct, delivering cutting-edge English text embeddings for your RAG solutions. Seamlessly integrate this leading open-source embedding model into your workflows using our API. https://
bit.ly/4lMGp4n