AI Papers - 2026-01-03

Today's papers: - RovoDev Code Reviewer: A Large-Scale Online Evaluation of LLM-based Code Review Automation at Atlassian: https://arxiv.org/abs/2601.01129v2 - A Platform for Interactive AI Character Experiences: https://arxiv.org/abs/2601.01027v1 - ScienceDB AI: An LLM-Driven Agentic Recommender System for Large-Scale Scientific Data Sharing Services: https://arxiv.org/abs/2601.01118v1 - Does Memory Need Graphs? A Unified Framework and Empirical Analysis for Long-Term Dialog Memory: https://arxiv.org/abs/2601.01280v3 - Aggressive Compression Enables LLM Weight Theft: https://arxiv.org/abs/2601.01296v1 This podcast is from Colin Davis (colin-davis.com) using Claude & Elevenlabs.