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…
Plaud’s new earphones come with an eSIM-enabled case for talking to AI agents
Called Plaud One, these adopt the simple bare-bones style of Apple’s AirPods, and can record calls, while their case can be used to record in-person…
DIANOIA: Diagnostic Decomposition and Joint Optimization for Multi-Agent Reasoning
arXiv:2602.08586v4 Announce Type: replace Abstract: Multi-agent LLM systems consistently outperform single-agent baselines, yet practitioners still cannot…
Your AI Agent Is Only As Good As Your Filing System
On 30 December 2025, Denmark’s postal service delivered the last letter in its 401-year history. The 1,500 remaining postboxes came off the streets during…
Beyond Linearization: Attributed Table Graphs for Table Reasoning
arXiv:2601.08444v2 Announce Type: replace Abstract: Table reasoning, a task to answer questions by reasoning over data presented in tables, is an…
LLM-Powered Swarms: A New Frontier or a Conceptual Stretch?
arXiv:2506.14496v3 Announce Type: replace Abstract: Swarm intelligence describes how simple, decentralized agents can collectively produce complex…
Designing Cellular Manufacturing Systems in the Presence of Alternative Process Plans
arXiv:2411.15361v4 Announce Type: replace Abstract: In the design of cellular manufacturing systems (CMS), numerous technological and managerial decisions…
Do Language Models Follow Occam’s Razor? An Evaluation of Parsimony in Inductive and Abductive Reasoning
arXiv:2509.03345v3 Announce Type: replace Abstract: Non-deductive reasoning, encompassing inductive and abductive reasoning, is essential in addressing…
The Next Challenge for AI in Personal Injury Law Is Accountability
Some of AI’s use cases are relatively anodyne; others can generate quite the controversy. And given the technology is relatively nascent, one could argue…
Pushing the Envelope of LLM Inference with Ultra-Low-Bit Quantized Models
arXiv:2508.06753v3 Announce Type: replace Abstract: The advent of ultra-low-bit LLM models, approaching the perplexity and task accuracy of their full…