The Top ML Papers of the Week (Sep 30 – Oct 6): – Movie Gen
– RATIONALYST
– An Analysis of o1-preview
– Were RNNs All We Needed?
– LLMs Know More Than They Show
– Not All LLM Reasoners Are Created Equal Read on for more:
RESEARCH
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Top Machine Learning Papers of the Week
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Enemy of the State: Prescient Blueprint for DoD and AI Research
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Surprisingly enemy of the state still holds up. Probably because it inspired some DoD programs and the current wave of AI research realized the rest
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Zuckerberg vs Hassabis: Appeal and Influence in AI Leadership
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Zuck’s ascendency is hard to knock. So he’s def got the “cool” thing going and probably more mass appeal. Demis OTOH has the scholarly genius vibes going, and is literally a sir so will be more popular amongst those in the know.
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Proteomics reveals non-linear aging patterns through blood protein analysis
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Two proteomic studies have found peaks of plasma proteins at different ages, which suggests that the aging process is non-linear
Links and details https://
erictopol.substack.com/p/what-can-110
00-proteins-in-our-blood
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Advanced AI Models More Likely to Deceive Users
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Link: https://
arstechnica.com/science/2024/1
0/the-more-sophisticated-ai-models-get-the-more-likely-they-are-to-lie/
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ChatGPT’s Convincing Answers Risk Spreading Misinformation
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ChatGPT’s answers sound more convincing, even when they aren’t true:
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Language Identification vs Generation: Revisiting Gold’s Classic Result
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Super cool talk and result. Classic work by Gold in 1967 (!) shows that language identification is impossible. But they revisit this setting with a focus on *generation* showing it's always possible.
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Jon Kleinberg presents Language Generation in the Limit
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Second talk of the day is by Jon Kleinberg, on "Language Generation in the Limit"
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Turing’s Research Style: Lessons for Modern ML Community
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Avi concluded with some comments on Turing's research style, as one of the most brilliant and influential scientists of our era. The ML community could take note of the last one: "Does not rush to publish"
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Blood Proteins Reveal Aging and Disease Patterns Through AI
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Thousands of proteins in our blood are illuminating our pace of individual organ and body-wide biological aging, the impact of diet and lifestyle, and enabling discovery of novel cause and effect for diseases.
Reviewed in the new Ground Truths
(link in my profile, d/t