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LLM Research Papers: The 2026 List (January to May)

 🤖LLM  Content type: News

Sensitivity Analysis White Paper

 🌋Existential Risk Research  Content type: Academic
arxiv.org·

Commonwealth Fusion makes the physics case for its 400 MW reactor

 Tech History  Content type: News
arstechnica.com··Hacker News

Gates-Backed Commonwealth Fusion Says Its Tech Validated to Make Power (3 minute read)

 Tech History  Content type: News
bloomberg.com
·

danb21/social-media-robustness-sdxl-instantid

 🔓Hacking  Content type: Reference

Accounting for AI Inference in Corporate GHG Inventories: A Four-Tier Methodology for Scope 3 Category 1 Reporting

 ⚖️AI Governance  Content type: Academic
arxiv.org·

A Deep Dive into Calibration of Language Models: Platt Scaling, Isotonic Regression, Temperature Scaling

 LLMs
kdnuggets.com·

PaperMentor: A Human-Centered Multi-Agent Writing Tutor for AI Research Papers on Overleaf

 👨‍💻AI Coding  Content type: Academic
arxiv.org·

Solving the Worlds Hardest Problems with AI

 ⚠️Existential Risk

Agent Arena: Causal Evaluation of Agents in the Real World

 💻Terminal Tools  Content type: Blog
arena.ai··Hacker News

The energy efficiency of agent networks

 📱Edge AI Optimization
vdf.ai··Hacker News

What Makes a Desired Graph for Relational Deep Learning?

 🧠Machine Learning  Content type: Academic
arxiv.org·

Interpretable Crisis Behavior Analysis Using Mobility and Social Media Data

 🛡️Content Moderation  Content type: Academic
arxiv.org·

ActProbe: Action-Space Probe for Early Failure Detection of Generative Robot Policies

 Gemini  Content type: Academic
arxiv.org·

CrowdMath: A Dataset of Crowdsourced Mathematical Research Discussions

 🤖LLM  Content type: Academic
arxiv.org·

How Software Engineering Students Use LLMs to Write Research Papers: An Experience Report

 💻Software Engineering  Content type: Academic
arxiv.org·

Estimate Collapsibility of Causal Effects in Completed Partial DAGs via Strong d-Convex Hulls

 🔍AI Interpretability  Content type: Academic
arxiv.org·

DN-Hypo-Pipeline: An AI-Driven Workflow for Hypothesis Generation via Large Language Models and Scientific Explanations

 ⚙️MLOps  Content type: Academic
arxiv.org·

Automatic Generation of Titles for Research Papers Using Language Models

 🤖LLM  Content type: Academic
arxiv.org·

AI from concrete to abstract: demystifying artificial intelligence to the general public

 🧠Machine Learning  Content type: Academic
arxiv.org·

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