Daily Papers of 2026-01-22

  1. Agentic Reasoning for Large Language Models 182 upvotes, #1 of 2026-01-22
  2. MMDeepResearch-Bench: A Benchmark for Multimodal Deep Research Agents 49 upvotes, #2 of 2026-01-22
  3. Paper2Rebuttal: A Multi-Agent Framework for Transparent Author Response Assistance 48 upvotes, #3 of 2026-01-22
  4. Rethinking Video Generation Model for the Embodied World 42 upvotes, #4 of 2026-01-22
  5. GutenOCR: A Grounded Vision-Language Front-End for Documents 35 upvotes, #5 of 2026-01-22
  6. Behavior Knowledge Merge in Reinforced Agentic Models 23 upvotes, #6 of 2026-01-22
  7. FlashLabs Chroma 1.0: A Real-Time End-to-End Spoken Dialogue Model with Personalized Voice Cloning 20 upvotes, #7 of 2026-01-22
  8. Render-of-Thought: Rendering Textual Chain-of-Thought as Images for Visual Latent Reasoning 16 upvotes, #8 of 2026-01-22
  9. Typhoon OCR: Open Vision-Language Model For Thai Document Extraction 15 upvotes, #9 of 2026-01-22
  10. Numina-Lean-Agent: An Open and General Agentic Reasoning System for Formal Mathematics 12 upvotes, #10 of 2026-01-22
  11. Typhoon ASR Real-time: FastConformer-Transducer for Thai Automatic Speech Recognition 11 upvotes, #11 of 2026-01-22
  12. FinVault: Benchmarking Financial Agent Safety in Execution-Grounded Environments 9 upvotes, #12 of 2026-01-22
  13. XR: Cross-Modal Agents for Composed Image Retrieval 9 upvotes, #12 of 2026-01-22
  14. Motion 3-to-4: 3D Motion Reconstruction for 4D Synthesis 9 upvotes, #12 of 2026-01-22
  15. RoboBrain 2.5: Depth in Sight, Time in Mind 8 upvotes, #15 of 2026-01-22
  16. Privacy Collapse: Benign Fine-Tuning Can Break Contextual Privacy in Language Models 8 upvotes, #15 of 2026-01-22
  17. Implicit Neural Representation Facilitates Unified Universal Vision Encoding 6 upvotes, #17 of 2026-01-22
  18. AgentEHR: Advancing Autonomous Clinical Decision-Making via Retrospective Summarization 5 upvotes, #18 of 2026-01-22
  19. Lost in the Prompt Order: Revealing the Limitations of Causal Attention in Language Models 5 upvotes, #18 of 2026-01-22
  20. Quantifying Speaker Embedding Phonological Rule Interactions in Accented Speech Synthesis 5 upvotes, #18 of 2026-01-22
  21. FARE: Fast-Slow Agentic Robotic Exploration 5 upvotes, #18 of 2026-01-22
  22. The Responsibility Vacuum: Organizational Failure in Scaled Agent Systems 3 upvotes, #22 of 2026-01-22
  23. Facilitating Proactive and Reactive Guidance for Decision Making on the Web: A Design Probe with WebSeek 3 upvotes, #22 of 2026-01-22
  24. Show me the evidence: Evaluating the role of evidence and natural language explanations in AI-supported fact-checking 2 upvotes, #24 of 2026-01-22
  25. sangkuriang: A pseudo-spectral Python library for Korteweg-de Vries soliton simulation 2 upvotes, #24 of 2026-01-22
  26. CURE-Med: Curriculum-Informed Reinforcement Learning for Multilingual Medical Reasoning 1 upvotes, #26 of 2026-01-22

Data: hysts-bot-data/daily-papers-stats and the Daily Papers API. Open data: tardellirs/paper-pulse-data. Sister project: Model Pulse, the download history of every model on the Hub.