Explore Franklin AI

AI Research Papers

Understand new AI research with readable explanations and links to the original papers.

Oct 13, 2026

AI Research Model Training Large Language Models

RoadMOPD coordinates teachers that update the same student model

Cross-teacher feedback and gradient controls aim to reduce interference when a model learns several domains at once.

Oct 13, 2026

AI Research AI Agents Reasoning

HOA coordinates multiple sessions, task knowledge and Lean checks to reduce errors in difficult mathematical and scientific tasks.

Oct 12, 2026

AI Evaluation AI Agents

A baseline study evaluates combinations of models, protocols and implementation frameworks using task completion and resource measures.

Oct 12, 2026

AI Agents Model Training

A research framework assigns analyst, coder and recorder roles while keeping the surrounding network structure fixed.

Oct 12, 2026

Multimodal AI Digital Humanities

The framework organizes scans, codebook-based annotations and human review to study American comics and Japanese manga at archive scale.

Oct 12, 2026

AI Research Model Training

Researchers find that a teacher's scoring signal can miss reasoning errors, then examine conditioning that signal on an explicit critique.

Oct 12, 2026

AI Safety AI Agents

A red-teaming framework uses tool-dependency graphs and execution feedback to explore failures that emerge across connected services.

Oct 12, 2026

AI Evaluation Multimodal AI

Researchers introduce annotated Ukrainian memes and a translated comparison set to evaluate vision-language models and explanation methods.

Oct 12, 2026

AI Research Model Training

A GSM8K experiment compares fixed-medium training with staged harder samples, finding that excessive progression can reverse the gain.

Oct 12, 2026

AI Infrastructure Model Serving

The research combines speculative decoding with a load-adaptive memory hierarchy, retaining extra history when GPU capacity is available.

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.