Today's papers:

- Towards Effective Experiential Learning: Dual Guidance for Utilization and Internalization: https://arxiv.org/abs/2603.24093v1

- SM-Net: Learning a Continuous Spectral Manifold from Multiple Stellar Libraries: https://arxiv.org/abs/2603.23899v2

- A Deep Dive into Scaling RL for Code Generation with Synthetic Data and Curricula: https://arxiv.org/abs/2603.24202v1

- When Understanding Becomes a Risk: Authenticity and Safety Risks in the Emerging Image Generation Paradigm: https://arxiv.org/abs/2603.24079v1

- CUA-Suite: Massive Human-annotated Video Demonstrations for Computer-Use Agents: https://arxiv.org/abs/2603.24440v1

This podcast is from Colin Davis (colin-davis.com) using Claude & Elevenlabs.

Today's papers:

- SpatialReward: Verifiable Spatial Reward Modeling for Fine-Grained Spatial Consistency in Text-to-Image Generation: https://arxiv.org/abs/2603.22228v1

- Mind over Space: Can Multimodal Large Language Models Mentally Navigate?: https://arxiv.org/abs/2603.21577v1

- Tiny Inference-Time Scaling with Latent Verifiers: https://arxiv.org/abs/2603.22492v2

- Cerebra: A Multidisciplinary AI Board for Multimodal Dementia Characterization and Risk Assessment: https://arxiv.org/abs/2603.21597v2

- Ego2Web: A Web Agent Benchmark Grounded in Egocentric Videos: https://arxiv.org/abs/2603.22529v1

This podcast is from Colin Davis (colin-davis.com) using Claude & Elevenlabs.

Today's papers:

- The Library Theorem: How External Organization Governs Agentic Reasoning Capacity: https://arxiv.org/abs/2603.21272v1

- AgentHER: Hindsight Experience Replay for LLM Agent Trajectory Relabeling: https://arxiv.org/abs/2603.21357v1

- RoboAlign: Learning Test-Time Reasoning for Language-Action Alignment in Vision-Language-Action Models: https://arxiv.org/abs/2603.21341v1

- QMoP: Query Guided Mixture-of-Projector for Efficient Visual Token Compression: https://arxiv.org/abs/2603.21232v1

- Fusing Memory and Attention: A study on LSTM, Transformer and Hybrid Architectures for Symbolic Music Generation: https://arxiv.org/abs/2603.21282v1

This podcast is from Colin Davis (colin-davis.com) using Claude & Elevenlabs.

Today's papers:

- SortedRL: Accelerating RL Training for LLMs through Online Length-Aware Scheduling: https://arxiv.org/abs/2603.23414v1

- Contrastive Metric Learning for Point Cloud Segmentation in Highly Granular Detectors: https://arxiv.org/abs/2603.23356v1

- VTAM: Video-Tactile-Action Models for Complex Physical Interaction Beyond VLAs: https://arxiv.org/abs/2603.23481v1

- LLMLOOP: Improving LLM-Generated Code and Tests through Automated Iterative Feedback Loops: https://arxiv.org/abs/2603.23613v1

- Graph Energy Matching: Transport-Aligned Energy-Based Modeling for Graph Generation: https://arxiv.org/abs/2603.23398v1

This podcast is from Colin Davis (colin-davis.com) using Claude & Elevenlabs.

Today's papers:

- The data heat island effect: quantifying the impact of AI data centers in a warming world: https://arxiv.org/abs/2603.20897v1

- gUFO: A Gentle Foundational Ontology for Semantic Web Knowledge Graphs: https://arxiv.org/abs/2603.20948v1

- Seed1.8 Model Card: Towards Generalized Real-World Agency: https://arxiv.org/abs/2603.20633v1

- Characterizing the onset and offset of motor imagery during passive arm movements induced by an upper-body exoskeleton: https://arxiv.org/abs/2603.20885v1

- From Causal Discovery to Dynamic Causal Inference in Neural Time Series: https://arxiv.org/abs/2603.20980v1

This podcast is from Colin Davis (colin-davis.com) using Claude & Elevenlabs.

Today's papers:

- Agentic Business Process Management: A Research Manifesto: https://arxiv.org/abs/2603.18916v2

- Nemotron-Cascade 2: Post-Training LLMs with Cascade RL and Multi-Domain On-Policy Distillation: https://arxiv.org/abs/2603.19220v2

- Reasoning over mathematical objects: on-policy reward modeling and test time aggregation: https://arxiv.org/abs/2603.18886v1

- Measuring and Exploiting Confirmation Bias in LLM-Assisted Security Code Review: https://arxiv.org/abs/2603.18740v1

- ICE: Intervention-Consistent Explanation Evaluation with Statistical Grounding for LLMs: https://arxiv.org/abs/2603.18579v1

This podcast is from Colin Davis (colin-davis.com) using Claude & Elevenlabs.

Today's papers:

- Interpretable Cross-Domain Few-Shot Learning with Rectified Target-Domain Local Alignment: https://arxiv.org/abs/2603.17655v2

- Procedural Generation of Algorithm Discovery Tasks in Machine Learning: https://arxiv.org/abs/2603.17863v1

- IndicSafe: A Benchmark for Evaluating Multilingual LLM Safety in South Asia: https://arxiv.org/abs/2603.17915v1

- How do LLMs Compute Verbal Confidence: https://arxiv.org/abs/2603.17839v1

- How LLMs Distort Our Written Language: https://arxiv.org/abs/2603.18161v1

This podcast is from Colin Davis (colin-davis.com) using Claude & Elevenlabs.

Today's papers:

- Fanar 2.0: Arabic Generative AI Stack: https://arxiv.org/abs/2603.16397v1

- IQuest-Coder-V1 Technical Report: https://arxiv.org/abs/2603.16733v1

- Surg$Σ$: A Spectrum of Large-Scale Multimodal Data and Foundation Models for Surgical Intelligence: https://arxiv.org/abs/2603.16822v1

- Characterizing Delusional Spirals through Human-LLM Chat Logs: https://arxiv.org/abs/2603.16567v1

- Demystifing Video Reasoning: https://arxiv.org/abs/2603.16870v1

This podcast is from Colin Davis (colin-davis.com) using Claude & Elevenlabs.

Today's papers:

- How Vulnerable Are AI Agents to Indirect Prompt Injections? Insights from a Large-Scale Public Competition: https://arxiv.org/abs/2603.15714v1

- The PokeAgent Challenge: Competitive and Long-Context Learning at Scale: https://arxiv.org/abs/2603.15563v2

- A Family of LLMs Liberated from Static Vocabularies: https://arxiv.org/abs/2603.15953v1

- RoCo Challenge at AAAI 2026: Benchmarking Robotic Collaborative Manipulation for Assembly Towards Industrial Automation: https://arxiv.org/abs/2603.15469v1

- MiroThinker-1.7 & H1: Towards Heavy-Duty Research Agents via Verification: https://arxiv.org/abs/2603.15726v1

This podcast is from Colin Davis (colin-davis.com) using Claude & Elevenlabs.

Today's papers:

- MBD: A Model-Based Debiasing Framework Across User, Content, and Model Dimensions: https://arxiv.org/abs/2603.14422v1

- A comprehensive multimodal dataset and benchmark for ulcerative colitis scoring in endoscopy: https://arxiv.org/abs/2603.14559v1

- Data Darwinism Part II: DataEvolve -- AI can Autonomously Evolve Pretraining Data Curation: https://arxiv.org/abs/2603.14420v1

- Agentic DAG-Orchestrated Planner Framework for Multi-Modal, Multi-Hop Question Answering in Hybrid Data Lakes: https://arxiv.org/abs/2603.14229v1

- Autonomous Agents Coordinating Distributed Discovery Through Emergent Artifact Exchange: https://arxiv.org/abs/2603.14312v1

This podcast is from Colin Davis (colin-davis.com) using Claude & Elevenlabs.