Found this super interesting: AI-aided imagery algorithm converts thermal night vision into sharp color image Conventional thermal vision (top) depicts this nighttime scene of a forest road in ghostly grays, and the system adds color based on the objects detected
RESEARCH
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GenAI Hype Fades: Deep Learning Emerges as Lasting Legacy
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When the generative AI hype fades: "Once all the hype around GenAI fades—and it will—we’ll be left with increased investments in deep learning and machine learning, which may be GenAI’s biggest contribution to AI" https://
infoworld.com/article/370554
9/when-the-generative-ai-hype-fades.html
… by @mjasay for @infoworld -
Meta Releases Code Llama Foundation Models Family Open Source
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Meta releases the Code Llama foundation models family in open source https://actuia.com/actualite/meta-publie-la-famille-de-modeles-de-fondation-code-llama-en-open-source/
… #AI #artificialintelligence
@Meta -
Human Preference Evaluation as LLM Gold Standard Despite Its Limitations
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2/2 So, the gold standard remains human preference evaluation, which is expensive and difficult to automate and scale. But even human preference evaluation has its flaws. E.g., see The False Promise of Imitating Proprietary LLMs (
https://
arxiv.org/abs/2305.15717). -
Benchmark Overfitting Problem in Machine Learning Research
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The problem is we still don't have any good benchmarks. And the time a benchmark dataset exists is strongly correlated with the rate of overfitting on these benchmarks. Plus, there are also little accidents like this: https://
x.com/Shahules786/st
atus/1695493641610133600?s=20
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GPU Race Myth: H100 Won’t Determine AGI Winner
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Personally, I don't subscribe to the Space-race type idea that the one company with the largest number of GPUs will reach AGI and win everything. H100 is not God. I think it is a Sci-Fi imbued view (achieve Civilization-like "Science victory") that is aligned with the marketing
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AI Restores Voice to Woman Paralyzed After Stroke
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How AI Restored Voice to a Woman Paralyzed Following a Stroke https://actuia.com/actualite/comment-lia-a-redonne-la-voix-a-une-femme-paralysee-a-la-suite-dun-avc/
… #AI #artificialintelligence -
AI Industry Leaders Warn of Extinction Risk in Statement
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#AI industry and researchers sign statement warning of ‘extinction’ risk https://
cnn.it/3C0kqBB #ethics #FutureofWork -
Value Misalignment vs Pseudo-Epistemic Problems in AI
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This is not what value misalignment looks like. This is a pseudo-epistemic problem and it would be far more straightforward to solve than value alignment, which is about the equivalent of the utility function. Better architecture or maybe just more compute solves this. Any
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AI Protein Folding: Structure Prediction, Not Process Simulation
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AI is not capable of protein folding though, it can only do the final structure prediction. As an analogy, imagine cooking a meal, the AI can tell you how the final picture of the meal will look like based on a list of ingredients, but it can’t say how to make the meal.