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arXiv:2603.02239v1 Announce Type: new Abstract: The Engineering Reasoning and Instruction ERI benchmark is a taxonomydriven instruction dataset designed to train and evaluate engineeringcapable large language models LLMs and agents.
arXiv:2603.02240v1 Announce Type: new Abstract: We present SuperLocalMemory, a localfirst memory system for multiagent AI that defends against OWASP ASI06 memory poisoning through architectural isolation and Bayesian trust scoring, while personalizing retrieval through adaptive learningtorank all...
arXiv:2603.02359v1 Announce Type: new Abstract: Digital advertising increasingly relies on visual content, yet marketers lack rigorous methods for understanding how specific visual attributes causally affect consumer engagement.
arXiv:2603.02365v1 Announce Type: new Abstract: The paper investigates whether and how AI systems can realize states of uncertainty. By adopting a functionalist and behavioral perspective, it examines how symbolic, connectionist and hybrid architectures make room for uncertainty.
arXiv:2603.02396v1 Announce Type: new Abstract: Platelets expire within five days. Blood banks face uncertain daily demand and must balance ordering decisions between costly wastage from overstocking and lifethreatening shortages from understocking.
arXiv:2603.02435v1 Announce Type: new Abstract: Realworld multimodal knowledge graphs MKGs are inherently heterogeneous, modeling entities that are associated with diverse modalities.
arXiv:2603.02473v1 Announce Type: new Abstract: Memoryaugmented LLM agents store and retrieve information from prior interactions, yet the relative importance of how memories are written versus how they are retrieved remains unclear.
arXiv:2603.02479v1 Announce Type: new Abstract: DEEPTHINK methods improve reasoning by generating, refining, and aggregating populations of candidate solutions, which enables strong performance on complex mathematical and scientific tasks.
arXiv:2603.02495v1 Announce Type: new Abstract: We consider a setting where agents take action by following their role models in a social network, and study strategies for a social planner to help agents by revealing whether the role models are positive or negative.
Some AI founders are using a novel valuation mechanism to manufacture unicorn status.
OpenAI introduces the Learning Outcomes Measurement Suite to assess AI’s impact on student learning across diverse educational environments over time.
Axios COO Allison Murphy explains how the company uses AI to support local reporters, streamline newsroom workflows, and deliver highimpact local journalism at scale.