Jun 23, 2026
Causal Discovery in the Era of Agents
Causal Discovery in the Era of Agents This paper addresses the growing trend of using Large Language Models (LLMs) to assist in causal discovery—the process...
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AI Research Papers
Understand new AI research with readable explanations and links to the original papers.
Jun 23, 2026
VeriEvol: Scaling Multimodal Mathematical Reasoning via Verifiable Evol-Instruct
VeriEvol is a framework designed to improve how AI models learn visual mathematical reasoning.
Jun 23, 2026
Teaching LLMs String Matching, Backtracking, and Error Recovery to Deduce Bases and Truth Tables for the Combinatorially Exploding Bit Manipulation Puzzles
Teaching LLMs String Matching, Backtracking, and Error Recovery to Deduce Bases and Truth Tables for the Combinatorially Exploding Bit Manipulation Puzzles L...
Jun 23, 2026
AI Exposure Scores: what they measure, what they miss, and what comes next
AI Exposure Scores: what they measure, what they miss, and what comes next examines the reliance of current labor policy debates on static "exposure scores"—...
Jun 23, 2026
Against Proxy Optimization
Against Proxy Optimization This paper investigates the conditions under which relying on simplified metrics—or "proxies"—to make decisions leads to harmful o...
Jun 19, 2026
How Do Instructions Shape Speech? Cross-Attention Attribution for Style-Captioned Text-to-Speech
How Do Instructions Shape Speech? Cross-Attention Attribution for Style-Captioned Text-to-Speech Modern text-to-speech (TTS) systems allow users to control v...
Jun 19, 2026
Autonomous Event-Driven Multi-Agent Orchestration for Enterprise AI at Scale
Autonomous Event-Driven Multi-Agent Orchestration for Enterprise AI at Scale This research addresses the challenge of scaling multi-agent AI systems for ente...
Jun 19, 2026
Toward Calibrated Mixture-of-Experts Under Distribution Shift
Toward Calibrated Mixture-of-Experts Under Distribution Shift This paper investigates why Mixture-of-Experts (MoE) models—which combine multiple specialized...
Jun 19, 2026
Lagrange: An Open-Vocabulary, Energy-Based Sparse Framework for Generalized End-to-End Driving
Lagrange: An Open-Vocabulary, Energy-Based Sparse Framework for Generalized End-to-End Driving Autonomous driving systems currently face a difficult trade-of...
Jun 19, 2026
The Tao of Agency: Autotelic AI, Embedded Agency and Dissolution of the Self
The Tao of Agency: Autotelic AI, Embedded Agency and Dissolution of the Self explores a shift in artificial intelligence from systems that follow designer-pr...
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