Rio was amazing, I had such a fun time at @iclr_conf @liquidai presented many papers, managed a busy booth, announced a partnership with Mercedes, and organized a (delicious) dinner event 10/10 would do it again!
RESEARCH
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Successor Representations as World Models in AI Systems
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E.g., successor representations are world models but not transition models.
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Frontier Labs vs Universities: Who Drives AI Innovation?
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Also, frontier labs will invent less than universities, as has always been the case, and what universities invent is free for everyone to use.
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World Models vs Transition Models: Clarifying AI Concepts
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Yes, of course transition models are older. My point is that world models in AI are older than Schmidhuber's, and they're not the same as transition models. (It's really Schmidhuber's fault for mixing up the two. World model is a much broader notion than transition model.)
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AI Researchers Reveal Critical Gaps in AI System Understanding
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This #AI Researcher Says the People Building AI Don’t Understand How It Works. Here’s What Every Founder Needs to Know
by Daniel Robbins @Inc Learn more: https://
bit.ly/4cdqf1b #MachineLearning #ArtificialIntelligence #ML #MI -
Technology advancement divides opinion excitement versus concern
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some will see it as exciting.
some will see it as scary. -

The Modern AI Ecosystem Overview and Integration
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The Modern #AI Ecosystem
by @Python_Dv #ArtificialIntelligence #MachineLearning #ML #MI -

Shifting AI evaluation metrics beyond Level 2 results
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Yes, we will soon stop counting Level-2 results & shift toward Levels 3 & 4 that were laid out in the Aletheia paper.
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AIKosh Sandbox Environment for Data Scientists and Engineers
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A glimpse into what’s available on AIKosh. Sandbox Environment- A dedicated space for data scientists and engineers to explore, experiment and build with ease. Designed to help turn concepts into real solutions, faster and more efficiently. Discover what’s shaping AI on
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Real Signal vs Placebo: Evaluating AI System Quality
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One complex question is a thin eval. But first impressions from serious users tend to cluster around real signal, not placebo.