arXiv:2607.15439v2 Announce Type: replace Abstract: Our previous ARC-AGI-3 agent bundled executable world modeling, prompted simplification, and exact…
Category: AI
ProvenanceGuard: Source-Aware Factuality Verification for MCP-Based LLM Agents
arXiv:2606.18037v3 Announce Type: replace Abstract: Tool-using LLM agents increasingly use the Model Context Protocol (MCP) to answer from heterogeneous…
Learning the ARTS of Search for Automated Discovery
arXiv:2606.21891v2 Announce Type: replace Abstract: Scientific discovery can be formulated as an iterative search process over the space of hypotheses and…
From Accuracy to Auditability: A Survey of Determinism in Financial AI Systems
arXiv:2605.23955v4 Announce Type: replace Abstract: Deploying machine learning in regulated financial environments — credit risk, fraud detection, and…
Nomad: Autonomous Exploration and Discovery
arXiv:2603.29353v3 Announce Type: replace Abstract: We introduce Nomad, a system for autonomous data exploration and insight discovery. Given a corpus of…
When AI Is Everywhere, What Becomes the Competitive Advantage?
For the past few years, access to AI has been an advantage in itself. The companies that moved early could automate faster, build new capabilities, and…
TouchThinker: Scaling Tactile Commonsense Reasoning to the Open World with Large-scale Data and Action-aware Representation
arXiv:2606.11637v4 Announce Type: replace Abstract: Touch is a key modality for embodied agents to understand the physical world. Although recent work has…
Interaction Protocol Shapes Moral Judgment in Multi-Agent Debate
arXiv:2510.10002v4 Announce Type: replace Abstract: As agentic AI systems are deployed in advisory and evaluative roles, understanding how multi-agent…
Learning to Predict, Discover, and Reason in High-Dimensional Event Sequences
arXiv:2603.16313v3 Announce Type: replace Abstract: Electronic control units (ECUs) embedded within modern vehicles generate a large number of…
DeepPlanner: Scaling Planning Capability for Deep Research Agents via Advantage Shaping
arXiv:2510.12979v2 Announce Type: replace Abstract: Large language models (LLMs) augmented with multi-step reasoning and action generation abilities have…