The brain and an LLM are both soups of algorithms, but the brain’s recipe is much better.
RESEARCH
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2040 Book Pre-order: Revealing AI Developments and Controversies
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"2040" spills the beans on all the AI shenanigans. Pre-order it now:
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Fine-Tuned Models Leak Private Pretraining Data Information
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Nice talk by John Abascal on "TMI! Finetuned Models Leak Private Information from their Pretraining Data," a joint work with @the_stanleywu
, @AlinaMOprea
, and @thejonullman
. They show that fine-tuning large models can nonetheless leak info about their training data. -
UAI Conference Classification in AI Research
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This is deflecting from Jon's question, but UAI is not a top ML conference. It's an AI conference.
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AI21 Labs Offers Course on Hybrid SSM-Transformer Architecture
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Congrats Andrej! We'd love to help you create a course on building a hybrid SSM-Transformer architecture and all of the awesome benefits of that.
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Newborn Binary States: Innate Good-Bad Feedback Mechanisms
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I thought about newborn babies and how they already come "pre-wired" feeling the 2 physical states of good/bad. Hungry, cold, wet => distress signal. All systems go => quiet.
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The Unreasonable Effectiveness of Human Feedback
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The Unreasonable Effectiveness of Human Feedback https://
bit.ly/4cUDJMZ
#AI #MachineLearning #DeepLearning #LLMs #DataScience -
Honoring Tom’s Retirement and Interprocedural Slicing Research
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Congrats to Tom on his retirement! I have fond memories of reading this gem of a paper when I was in grad school on "Interprocedural slicing using dependence graphs" that Susan Horowitz, he and David Binkley wrote. https://
scholar.google.com/citations?view
_op=view_citation&hl=en&user=pwhyTq0AAAAJ&citation_for_view=pwhyTq0AAAAJ:YlPif8NxrbYC
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Neural Scaling Laws Workshop Features Bilingual Arabic-English LLMs
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Join us for the 7th workshop on Neural Scaling Laws at ICML 2024 G42's Neha Sengupta will discuss the Jais family of Arabic-English bilingual models, comparing those trained from scratch with those adapted from off-the-shelf English LLMs. July 22, 2024, 9:00AM Local Time
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Upstage Solar LLM Outperforms GPT-4 Llama3 Phi3
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ICYMI: Catch our webinar replay to learn about one of the hottest #SLMs on the block: Upstage Solar: How we fine-tuned Solar for 30+ tasks like #translation, math and more How Solar outperformed 15 top LLMs like #GPT4, #llama3, #phi3 https://
pbase.ai/3W7s3zB