Sep 3, 2026
Repo-To-Skill: Distilling GitHub Repositories Into AI4AI Skills
Autonomous research agents are becoming increasingly capable of handling machine learning tasks, yet they often struggle with a specific hurdle: the gap betw...
Explore Franklin AI
AI Research Papers
Understand new AI research with readable explanations and links to the original papers.
Sep 3, 2026
Bilevel Coordinated Reflection: A Game-Theoretic Approach to Multi-Agent LLM Systems
Bilevel Coordinated Reflection: A Game-Theoretic Approach to Multi-Agent LLM Systems Multi-agent LLM systems often use an orchestrator to break down complex...
Sep 3, 2026
Loom: Weaving Diagnostic Strands into Free-Text Consensus via Embedding-Space Reweighting
Loom: Weaving Diagnostic Strands into Free-Text Consensus via Embedding-Space Reweighting In industrial settings, identifying the root cause of system failur...
Sep 3, 2026
Measurement-Driven Sub-Network Selection for On-Premise Retrieval-Augmented Factory Agents
Measurement-Driven Sub-Network Selection for On-Premise Retrieval-Augmented Factory Agents Factory workers often need quick access to technical machine docum...
Sep 3, 2026
Large Language Models (LLMs) for Telecom Root Cause Analysis (RCA): A Structured Reasoning Framework for Evidence-Grounded Diagnosis
Large Language Models (LLMs) for Telecom Root Cause Analysis (RCA): A Structured Reasoning Framework for Evidence-Grounded Diagnosis Modern 5G and emerging 6...
Sep 3, 2026
AI Contextual Measurement for Recovering Individual and Group-Level Effects: Validation Against Survey Measures and an Occupational Application
AI Contextual Measurement for Recovering Individual and Group-Level Effects: Validation Against Survey Measures and an Occupational Application Researchers o...
Sep 3, 2026
Door-in-the-Face Requests and Refusal Behaviour in Large Language Models
Door-in-the-Face Requests and Refusal Behaviour in Large Language Models This paper investigates whether the "door-in-the-face" (DITF) technique—a social psy...
Sep 3, 2026
Collective creativity in hybrid societies
Collective creativity in hybrid societies The paper Collective creativity in hybrid societies explores how the integration of generative AI into human creati...
Sep 2, 2026
Harness-of-Harness: Multi-Day Autonomous Software Development with Continual Improvement
Harness-of-Harness (HoH) is a framework designed to enable AI coding agents to build complex software systems from scratch without human intervention.
Sep 2, 2026
Neuro-Symbolic Geometric Abstraction (NeuSOGA): From Observations to Symbolic Mathematical Representations
Neuro-Symbolic Geometric Abstraction (NeuSOGA): From Observations to Symbolic Mathematical Representations Modern artificial intelligence excels at recognizi...
Good to know
How do I use these AI research explainers?
Start with the overview to understand the paper’s main idea, then follow its original paper link for the methods, results and limitations.
Can I suggest a research paper?
Use Submit Research to send the original paper URL and explain why it is useful. An editor reviews the suggestion before publication.