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arXiv:2603.20260v1 Announce Type: new Abstract: The integration of Large Language Models into MultiAgent Systems MAS has enabled the solution of complex, longhorizon tasks through collaborative reasoning.
arXiv:2603.20267v1 Announce Type: new Abstract: While Large Language Models LLMs have advanced complex reasoning, prominent methods like the Tree of Thoughts ToT framework face a critical tradeoff between exploration depth and computational efficiency.
arXiv:2603.20270v1 Announce Type: new Abstract: Generating executable simulations from natural language specifications remains a challenging problem due to the limited reasoning capacity of large language models LLMs when confronted with large, interconnected codebases.
arXiv:2603.20276v1 Announce Type: new Abstract: A hallmark of human intelligence is Introspectionthe ability to assess and reason about one's own cognitive processes. Introspection has emerged as a promising but contested capability in large language models LLMs.
arXiv:2603.20285v1 Announce Type: new Abstract: Cooperative multiagent methods for embodied AI are almost universally evaluated under idealized communication: zero latency, no packet loss, and unlimited bandwidth.
arXiv:2603.20293v1 Announce Type: new Abstract: Textattributed graphs, where nodes are enriched with textual attributes, have become a powerful tool for modeling realworld networks such as citation, social, and transaction networks.
arXiv:2603.20396v1 Announce Type: new Abstract: Human mathematics HM, the mathematics humans discover and value, is a vanishingly small subset of formal mathematics FM, the totality of all valid deductions.
arXiv:2603.20425v1 Announce Type: new Abstract: Food security policy formulation in datascarce regions remains a critical challenge due to limited structured datasets, fragmented textual reports, and demographic bias in decisionmaking systems.
arXiv:2603.20435v1 Announce Type: new Abstract: Extracting structured information from clinical notes requires navigating a dense web of interdependent variables where the value of one attribute logically constrains others.
A New Framework for Evaluating Voice Agents (EVA)
Sen. Bernie Sanders thinks he's tricked Claude into revealing the AI industry's secrets, but he really just exposed how agreeable chatbots can become.
Ever watch a TV ad and wonder, "How did this get approved?" Today, Google has not one but two new ad spots for its sixmonthold Pixel 10 phones, and… let's just say they may not come across as intended.