May 27, 2026
Maat: The Agentic Legal Research Assistant for Competition Protection
What the paper is about Competition law experts conducting legal research must review extensive volumes of cases, decisions, and judicial reports to identify...
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AI Research Papers
Understand new AI research with readable explanations and links to the original papers.
May 27, 2026
2-ASP(Q) programs with weak constraints: Complexity and efficient implementation
What the paper is about ASP(Q) extends Answer Set Programming (ASP) with Quantifiers over answer sets.
May 27, 2026
Gumbel Machine: Counterfactual Student Writing Generation via Gumbel Noise Steering
What the paper is about An effective method of teaching across disciplines is to provide examples of high-quality work.
May 27, 2026
The Compressive Knowledge Graph Hypothesis: Which Graph Facts Matter for Scientific Hypothesis Generation?
What the paper is about Knowledge graphs (KGs) can provide structured scientific context to language models, but it remains unclear which graph facts actuall...
May 27, 2026
Learning to Act under Noise: Enhancing Agent Robustness via Noisy Environments
What the paper is about Recent advances in large language models (LLMs) have facilitated the widespread deployment of LLMs as interactive agents capable of r...
May 27, 2026
Modeling Agentic Technical Debt and Stochastic Tax: A Standalone Framework for Measurement, Simulation, and Dashboarding
What the paper is about Agentic AI systems combine probabilistic reasoning with delegated action through tools, context, memory, orchestration, and external...
May 27, 2026
Natural Language Query to Configuration for Retrieval Agents
What the paper is about Modern retrieval agents expose many configuration choices -- LLM, retriever, number of documents, number of hops, and synthesis strat...
May 27, 2026
SIA: Self Improving AI with Harness & Weight Updates
What the paper is about Humans are the bottleneck in building and improving AI. Both the models and the agents that wrap them are written, tuned, and correct...
May 27, 2026
MUSE-Autoskill: Self-Evolving Agents via Skill Creation, Memory, Management, and Evaluation
What the paper is about Large language model (LLM) agents rely on reusable skills to solve complex tasks.
May 26, 2026
LECTOR: Joint Optimization of Scientific Reasoning Graphs and Introduction Generation
What the paper is about AI Scientists have shown promising progress across multiple stages of the research pipeline, among which automatic scientific paper w...
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