Episode 7: Agents of Change: From Interactive Papers to Lifelong AI Learning
In today’s episode of Hugging Face Trending Papers, we explore three cutting-edge ideas reshaping how we interact with AI and research.First, we dive into Paper2Agent, a framework that transforms stat...
3 Okt 20253min
Episode 6: Steering the Future: Real-Time Long Video, Training-Time Search, and a Gym for Agentic LLMs
In this episode, we unpack three fresh arXiv papers shaping how AI creates, reasons, and acts. First, arXiv:2509.22622 explores real-time, steerable long-form video generation you can guide on the fly...
2 Okt 20258min
Episode 5: Scaling Feedback, Forgetting Smartly, and Video Agents: AI’s Next Frontier
1. RLAIF at Scale: Reinforcement Learning from AI Feedback for Multi-Turn ReasoningThis paper explores using AI-generated feedback instead of expensive human labels to train reasoning models. The auth...
24 Sep 20257min
Episode 4: Panoramas, HALA, and the T2I Exam: Three Trends You Shouldn’t Miss
Today we cover three standout arXiv releases shaping vision, language, and evaluation. First, PANORAMA surveys the rise of omnidirectional, 360° perception for embodied AI—why standard pinhole vision ...
22 Sep 202510min
Episode 3: Swarms, Tiny Robot Policies & HuMo
In today’s 5–6 minute roundup, we cover: (1) SAPO’s decentralized RL that shares rollouts across a swarm for cheaper, faster LM post-training (arXiv:2509.08721 PDF), (2) VLA-Adapter’s “Bridge Attentio...
21 Sep 20258min
Episode 2: Boundaries Checked, Populations Evolved, Images Understood
In this episode, we cover three HuggingFace trending AI papers shaping the future of alignment, training, and creativity.How models can reason over boundaries to stick to instructions (arXiv:2509.1476...
20 Sep 20257min
Hugging Face Trending Papers (Ep. 1) — ScaleCUA, FlowRL, RynnVLA-001
Smarter computer agents, better reasoning, and robot manipulation breakthroughs.Today’s PapersScaleCUA: Scaling Open-Source Computer Use Agents with Cross-Platform Data🔗 arXiv:2509.15221➡️ Large data...
19 Sep 20253min
