Today's papers:

- Agent-Based ML-LLM Fusion with Self-Optimizing Prompts for Plateau Weather Alerts: https://arxiv.org/abs/2609.10135v1

- Domain-Specific Hallucination Detection in Large Language Models: https://arxiv.org/abs/2609.11878v1

- A Comparative Evaluation of Pre-trained Convolutional Neural Networks for Melanoma Detection: https://arxiv.org/abs/2609.11550v1

- Characterizing Job Power Elasticity for Power-Flexible AI Training: https://arxiv.org/abs/2609.11542v1

- DriftNet: A Dual-Head Trajectory Transformer for Detecting and Localizing Prompt Injection in LLM Agents: https://arxiv.org/abs/2609.10892v1

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

Today's papers:

- WorldAgen: Unified State-Action Prediction with Test-Time World Model Training: https://arxiv.org/abs/2609.08162v1

- Evidence-Aligned Entity Verification for Hallucination Detection in Retrieval-Augmented Generation: https://arxiv.org/abs/2609.08267v1

- Elastoformer: Enabling Dynamic Adaptivity via Elastic Model Transformation: https://arxiv.org/abs/2609.10018v1

- SQLMorph: Query Mutation and Fine-Grained Metrics for Text-to-SQL Evaluation: https://arxiv.org/abs/2609.08950v1

- Time-Varying Data as Sheaves: an Invitation to Narratives: https://arxiv.org/abs/2609.09056v1

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

Today's papers:

- NOAH: Learning the Full Patient Journey. A Longitudinal Multimodal Time-Aware Model for Representation and Forecasting: https://arxiv.org/abs/2609.09140v1

- Agentic ML Exploration (A-MLE) for Ads Ranking: https://arxiv.org/abs/2609.08248v1

- Bag of Tricks or Bag of Myths? Reducing Modeling Complexity with Task Knowledge in Explainable Suicide Risk Assessment: https://arxiv.org/abs/2609.07766v1

- SAFEGuard: Detect Optimization-Based Jailbreak Attacks Through Harmful Semantic Analysis and Fluency Measurement: https://arxiv.org/abs/2609.05850v1

- AgentDrift: A Step-Labeled Benchmark of Injection-Hijacked LLM Agent Trajectories: https://arxiv.org/abs/2609.06972v1

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

Today's papers:

- Leveraging Imperfect Restoration for Data Availability Attack: https://arxiv.org/abs/2609.04627v1

- Lightweight Vision Transformer Compression for On-Device Plant Disease Detection in Resource-Constrained Agricultural Field Conditions: https://arxiv.org/abs/2609.05334v1

- The Mirror Agent Model: a Bayesian Architecture for Interpretable Agent Behavior: https://arxiv.org/abs/2609.05190v1

- Sound-based Multi-Person 3D Pose Estimation: https://arxiv.org/abs/2609.04902v1

- Dynamic Heterogeneous Graph Representation Learning: A Survey: https://arxiv.org/abs/2609.04779v1

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

Today's papers:

- Commonsense Reasoning in Computer Vision: Foundations, Recent Advancements, and Future Directions: https://arxiv.org/abs/2609.05257v1

- Cross-modal triage network: a multimodal deep learning framework for severity-based triage and visual explainability in chest radiographs: https://arxiv.org/abs/2609.04357v1

- A Schema Bounded Language Model for Refining Robot Policies Without Destabilizing Local Learning: https://arxiv.org/abs/2609.05133v1

- Local Updates, Global Learning (LUGL): Playing Games with non-incremental Learners: https://arxiv.org/abs/2609.03660v1

- Investigating the Ability of Large Language Models to Analyze Recipes for Diabetes: https://arxiv.org/abs/2609.03967v1

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

Today's papers:

- C$^{3}$T: Counterfactual Causal Reasoning for Sentiment Shifts in Social-Media Conversation Trees: https://arxiv.org/abs/2609.02131v1

- GraFT: A Training-Free Framework for Spatial Reasoning in Multimodal Large Language Models via 3D Scene Graphs: https://arxiv.org/abs/2609.03892v1

- ENEAS: Embedding-guided Neural Ensemble for Adaptive Segmentation: https://arxiv.org/abs/2609.03756v1

- LLaDA-Image: Building Strong Image Generators with Fully Open Training Recipes: https://arxiv.org/abs/2609.03796v1

- Spectral Convergence of Random Feature Method in Multiple Dimensions: https://arxiv.org/abs/2609.03401v1

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

Today's papers:

- Benchmarking Vision-Language Models for Automated Pathology Diagnosis and Report Generation: https://arxiv.org/abs/2609.00866v1

- Differentially Private Paired Table-Image Multimodal Synthesis: https://arxiv.org/abs/2609.00708v1

- HiLRP: Toward One Trustworthy Explanation for Vision Transformer: Conservation-Valid Attribution via Attention Primitives: https://arxiv.org/abs/2609.01282v1

- Who Judges the Judges? A Chinese Safety QA Benchmark for Evaluating LLM Responses and Safety Judges: https://arxiv.org/abs/2609.01210v1

- VoiceLongMemEval: Do Assistants Remember How You Sounded?: https://arxiv.org/abs/2609.00570v2

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

Today's papers:

- CateKV: On Sequential Consistency for Long-Context LLM Inference Acceleration: https://arxiv.org/abs/2608.30295v1

- HBQ: Hierarchical Scaling Block Quantization with Hardware-Efficiency-Aware Design for Accurate LLM Inference: https://arxiv.org/abs/2609.00450v1

- Deploying and Evaluating a Smart-Agriculture Agentic Engine for Full-Season Soybean Farm Operations: https://arxiv.org/abs/2609.00106v1

- Fine-Grained Multi Image Object Hallucination Benchmark: https://arxiv.org/abs/2608.30653v1

- VoiceLongMemEval: Do Assistants Remember How You Sounded?: https://arxiv.org/abs/2609.00570v1

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

Today's papers:

- Spatial-Semantic Reasoning using Large Language Models for Efficient UAV Search Operations: https://arxiv.org/abs/2608.28270v1

- Token-Efficient Data Reasoning Agents via Adaptive Structuring of Unstructured Data: https://arxiv.org/abs/2608.31082v1

- MAP: A Benchmark on Multimodal Accessibility Planning for Real World Places: https://arxiv.org/abs/2608.28384v1

- Regime-Aware Portfolio Management via Retrieval-Augmented LLM-Guided Expert Switching: https://arxiv.org/abs/2608.28252v1

- Generating Clinical Vignettes that Preserve Cognitive Formulations: https://arxiv.org/abs/2608.29995v1

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

Today's papers:

- Accelerating Scientific Research with Gemini in the Real-World: https://arxiv.org/abs/2608.26701v1

- Learning a Continuous Sepsis Severity Score Without Hour-by-Hour Supervision: A Two-Site Retrospective Study: https://arxiv.org/abs/2608.27421v1

- CURA: Certified Runtime Alarms for Computer-Use Agents: https://arxiv.org/abs/2608.27808v1

- PCFBench: A Diagnostic Benchmark for Product Carbon Footprint Estimation: https://arxiv.org/abs/2608.27716v1

- OpenStamp: A Watermark for Open-Source Language Models: https://arxiv.org/abs/2608.27899v1

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