“This paper addresses this critical gap by presenting a survey of current explainability and interpretability methods specifically for MLLMs.”

“What could be done to improve this? I'm halfway wondering if I train a neural network such that the embeddings (i.e. Doc2Vec vectors) without dimensionality reduction as input and the targets are after all the labels if that'd improve things, but it feels a little 'hopeless' given the chart here.”

“This article helps you navigate the exciting world of Claude Code Skills by selecting and categorizing 9 essential skills.”

“While security for text-based LLMs is an active area of research, existing solutions are often insufficient to address the unique threats for the embodied robotic agents, where malicious outputs manifest not merely as harmful text but as dangerous physical actions.”

“The core message is that understanding the six features becomes easier by organizing them around two axes: 'when they are loaded' and 'who operates them'.”

“Agent Skills are powerful tools for automating routine tasks and freeing up creative time. This article introduces a total of 22 use cases (+2 bonus cases), including 10 for development, 10 for content creation/creative, and 2 for documentation/knowledge management.”

“The paper successfully distributed all 159 physical items from a representative collection of 35 applications among the four component roles.”

“Online methods can achieve an average success rate of 45/19/77% with just a few thousand queries over three tasks where static methods from existing multi-turn conversation benchmarks find few or even no failure cases.”

“Raven uncovers six new invariant categories absent from existing invariant catalogs, including feature toggles, replay prevention, proof/signature verification, counters, caller-provided slippage thresholds, and allow/ban/bot lists.”

“Space AI can accelerate humanity's capability to explore and operate in space, while translating advances in sensing, robotics, optimisation, and trustworthy AI into broad societal impact on Earth.”

“Share what your favorite models are right now and why.”

“"can we create a new set of tags that mark different GPU tiers based on VRAM & RAM richness"”

“本書は、主要なAIエージェント開発ツールを調査し、技術的観点から分類し、それぞれの概要と基本仕様を提示するリファレンスである。”

“The article is a survey of the field, encompassing algorithms and applications.”

“The study focuses on applying the Apriori algorithm to hadith texts.”

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“The article is sourced from ArXiv, indicating it's a pre-print or working paper.”

“The research focuses on the 'Ten Deadly Sins' in embodied intelligence.”

“The research is based on ArXiv.”

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“We’ve built a system for automatically figuring out which object is meant by a word by having a neural network decide if the word belongs to each of about 100 automatically-discovered “types” (non-exclusive categories).”

“The article doesn't contain a direct quote.”

“The article is presented as Part 1, suggesting a multi-part series.”

“The article's source is Hacker News, indicating a technical or community-driven focus.”