Jun 17, 2026
First Proof Second Batch
The First Proof Second Batch project aims to provide a transparent, rigorous assessment of how current AI systems perform when tasked with solving research-l...
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AI Research Papers
Understand new AI research with readable explanations and links to the original papers.
Jun 17, 2026
WEQA: Wearable hEalth Question Answering with Query-Adaptive Agentic Reasoning
WEQA: Wearable hEalth Question Answering with Query-Adaptive Agentic Reasoning Wearable devices like smartwatches generate a constant stream of complex healt...
Jun 17, 2026
Knowledge Reutilization in Meta-Reinforcement Learning
Knowledge Reutilization in Meta-Reinforcement Learning Meta-reinforcement learning is designed to help AI agents adapt quickly to new tasks by identifying sh...
Jun 17, 2026
Your AI Travel Agent Would Book You a Bullfight: An Agentic Benchmark for Implicit Animal Welfare in Frontier AI Models
Your AI Travel Agent Would Book You a Bullfight: An Agentic Benchmark for Implicit Animal Welfare in Frontier AI Models As AI models transition from simple c...
Jun 17, 2026
Memory as a Wasting Asset: Pricing Flash Endurance for Embodied Agents, and the Limits of Doing So
Memory as a Wasting Asset: Pricing Flash Endurance for Embodied Agents, and the Limits of Doing So This paper addresses a fundamental oversight in robotics:...
Jun 17, 2026
DRFLOW: A Deep Research Benchmark for Personalized Workflow Prediction
Deep research (DR) systems are increasingly common, but they are typically designed to generate summaries or reports.
Jun 17, 2026
The Stanford EDGAR Filings Dataset: Reconstructing U.S. Corporate and Financial Disclosures into Layout-Faithful and Token-Efficient Pretraining Data
The Stanford EDGAR Filings Dataset (SEFD) is a project designed to transform the U.S.
Jun 17, 2026
Fixed-Point Reasoners: Stable and Adaptive Deep Looped Transformers
Fixed-Point Reasoners: Stable and Adaptive Deep Looped Transformers introduces a new way for AI models to solve complex reasoning tasks by adjusting how much...
Jun 17, 2026
EvolveNav: Proactive Preflection and Self-Evolving Memory for Zero-Shot Object Goal Navigation
EvolveNav: Proactive Preflection and Self-Evolving Memory for Zero-Shot Object Goal Navigation Zero-Shot Object-Goal Navigation (ZS-OGN) tasks challenge AI a...
Jun 16, 2026
Symbolic Informalization: Fluent, Productive, Multilingual
Symbolic Informalization: Fluent, Productive, Multilingual The paper introduces "Informath," a project designed to bridge the gap between formal mathematical...
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