Andrew Dai
@andrewdai99
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Research Engineer @SakanaAILabs, a Kerryman, LMs x open-endedness; prev @Aleph__Alpha, @tcddublin, @FormulaTrinity Autonomous | 🇮🇪
Tokyo / Ireland
Joined May 2023
How can LLMs automatically generate meaningfully diverse, high-quality text responses in creative domains (like generating stories and poems)? Introducing Quality-Diversity through AI Feedback (QDAIF)! 🌐: 📜: 👇 Thread (1/11)
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RT @jaseweston: 🚨 Diverse Preference Optimization (DivPO) 🚨 SOTA LLMs have model collapse🫠: they can't generate diverse creative writing or…
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RT @MartinKlissarov: Can AI agents adapt zero-shot, to complex multi-step language instructions in open-ended environments? We present Mae…
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RT @joelbot3000: new paper: "Evolution and the Knightian Blindspot of Machine Learning" Our ever-changing world bubbles with surprise and…
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RT @akarshkumar0101: Very excited to share ASAL! Artificial Life aims to recreate natural evolution, but is severely bottlenecked by hand-…
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RT @SakanaAILabs: Introducing ASAL: Automating the Search for Artificial Life with Foundation Models Artificial L…
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RT @cong_ml: Novel foundation models require substantial human effort to comprehensively evaluate, particularly for surprising or dangerous…
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RT @_aadharna: Our in-progress work Quality-Diversity Self-Play (w/ @cong_ml and @Jeffclune) will have a poster presentation at #NeurIPS202…
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RT @jennyzhangzt: Our work OMNI-EPIC (w/ @maxencefaldor, @CULLYAntoine, and @Jeffclune) will have an ✨oral presentation✨ at #NeurIPS2024 wo…
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RT @robbycostales: 🚨 Come visit our #NeurIPS2024 poster on "Enabling Adaptive Agent Training in Open-Ended Simulators by Targeting Diversit…
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RT @SakanaAILabs: Introducing An Evolved Universal Transformer Memory Neural Attention Memory Models (NAMMs) are…
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Inspiring to take a page from @MelMitchell1’s book on Complexity, and pioneering perspectives in QD/OE @err_more @CULLYAntoine @MinqiJiang @jb_mouret @_rockt @joelbot3000 @egrefen @edwardfhughes @jeffclune @kenneth0stanley + more! Optimistic about growing opportunities in OE x AI
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RT @Dahoas1: How important is the quality, diversity, and complexity (QDC) of synthetic data for LLM performance? What effect does QDC data…
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RT @SakanaAILabs: Introducing CycleQD: A population-based model merging via Quality Diversity CycleQD builds on o…
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