Anthropic CEO Dario Contributes $1 Million to βPublic Firstβ PAC That Supports Greater AI RegulationsβΊvia aifront-page.com




Can large language models perform deep technical comprehension of computer architecture papers -- not summarization, but structured critique that names the core mechanism, surfaces buried assumptions, and connects a contribution beyond its own scope? We s
Failure attribution for LLM-based agentic systems, i.e., identifying which steps in a failure trajectory caused the task to fail, is critical for debugging and improving these systems. Existing approaches either rely on prompting-based pipelines, which ar
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We develop a simple method for learning goal-directed behavior from pretraining on internet-scale video, and use it to train a model capable of achieving diverse and out-of-distribution goals in Minecraft. These goals are first seen at inference time, wit
Anthropic finds Claude expresses different values across languages



Shared by @chris_j_paxton βRouting policies for multi-model systems are evaluated almost exclusively on task accuracy and inference cost. We argue that two properties, orthogonal to performance, determine whether routing is meaningful. First, the society of actors must be behaviour
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research.perplexity.ai2d ago
Generating long-duration, high-definition, and rhythmically synchronized dance videos directly from music remains a significant challenge, primarily due to the temporal constraints of current diffusion models, which typically fail beyond 20 seconds. Exist

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alibaba-damo-academy.github.io7d agoThere is a lot of debate and some hyperbole around the impact of AI-assisted scientific research. When considering the future impact of gene...
