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Eye on AI Weekly Research Watch

Craig Spencer Smith

Weekly, digestible podcast explainers of significant research papers

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  • 60 episodes
  • Avg 2 min
  • English

Episodes 60

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  • August 29 · 2 min

    Why Fake Names Break AI Testing

    No PUN Intended: Plausible Unknown Names for Person-Centred LLM Evaluation arXiv: 2608.21206v1 — https://arxiv.org/abs/2608.21206v1 From Eye on AI Weekly Research Watch.

  • August 29 · 2 min

    Fixing the Gaps in Health Data

    Curriculum-Aware Interpolate-then-Refine: Learned Physiological Time-Series Imputation under Realistic Missingness arXiv: 2608.21207v1 — https://arxiv.org/abs/2608.21207v1 From Eye on AI Weekly Research Watch.

  • August 29 · 2 min

    When AI Software Agents Misunderstand Specifications

    Specification Portability Across LLM Development Agents: Cross-Agent Compatibility in Specification-Driven Software Migration arXiv: 2608.21208v1 — https://arxiv.org/abs/2608.21208v1 From Eye on AI Weekly Research Watch.

  • August 29 · 1 min

    Teaching AI to Keep Your Personal Secrets

    Personalized Privacy Control in LLMs via Attention Head Intervention arXiv: 2608.21209v1 — https://arxiv.org/abs/2608.21209v1 From Eye on AI Weekly Research Watch.

  • August 29 · 2 min

    Taming Industrial AI Asset Chaos

    Ontology-supported AI Model and Dataset Management arXiv: 2608.21224v1 — https://arxiv.org/abs/2608.21224v1 From Eye on AI Weekly Research Watch.

  • August 29 · 2 min

    When AI Memory Turns Against Us

    Utility Under Attack: Agent Memory Poisoning and the Limits of Content Screening and Provenance Ranking arXiv: 2608.21230v1 — https://arxiv.org/abs/2608.21230v1 From Eye on AI Weekly Research Watch.

  • August 29 · 2 min

    Scaling Traveling Salesman Solvers on GPUs

    Fine-Grain GPU Parallelization of the Generalized Partition Crossover for Large-Scale Traveling Salesman Problems arXiv: 2608.21233v1 — https://arxiv.org/abs/2608.21233v1 From Eye on AI Weekly Research Watch.

  • August 29 · 2 min

    Separating Signal From Noise in Recommendations

    Adapting Knowledge Graphs for Behavior Denoising in Sequential Recommendation arXiv: 2608.21243v1 — https://arxiv.org/abs/2608.21243v1 From Eye on AI Weekly Research Watch.

  • August 29 · 2 min

    Fixing Broken Context in Long Documents

    EnSI-RAG: Entity-Structure-Indexed Retrieval-Augmented Generation for Long-Document Question Answering arXiv: 2608.21252v1 — https://arxiv.org/abs/2608.21252v1 From Eye on AI Weekly Research Watch.

  • August 29 · 2 min

    Smart Gating for Safer Language Models

    CLEAR: Continuous Latent Adapter Routing for Utility-Preserving LLM Safety Alignment arXiv: 2608.21278v1 — https://arxiv.org/abs/2608.21278v1 From Eye on AI Weekly Research Watch.

  • August 29 · 2 min

    Teaching AI Agents When to Use Skills

    AUSO: Action-Level Unified Skill Optimization from Internalization to Utilization arXiv: 2608.21292v1 — https://arxiv.org/abs/2608.21292v1 From Eye on AI Weekly Research Watch.

  • August 29 · 2 min

    Teaching Vision AI to Self Correct

    Re3Cap: Retrieval-Guided Refinement for Image Captioning Enhancement via Reinforcement Learning arXiv: 2608.21305v1 — https://arxiv.org/abs/2608.21305v1 From Eye on AI Weekly Research Watch.

  • August 29 · 2 min

    When AI Fakes Your Regulatory Compliance

    From Regulation to Implementation: A Critical Evaluation of LLM-Assisted Regulatory Compliance in Industry arXiv: 2608.21317v1 — https://arxiv.org/abs/2608.21317v1 From Eye on AI Weekly Research Watch.

  • August 29 · 2 min

    Mastering Continuous Route Planning for Robotics

    Unified Branch-and-Bound Search for the Steiner Traveling Salesman Problem on Graphs of Convex Sets arXiv: 2608.21319v1 — https://arxiv.org/abs/2608.21319v1 From Eye on AI Weekly Research Watch.

  • August 29 · 3 min

    Teaching Artificial Intelligence Real Human Anatomy

    Anatomy-Informed Neural Networks: Encoding Anatomic Priors in Loss and Architecture, with an SE(3) Formulation of Guidewire-Induced Aortoiliac Deformation arXiv: 2608.21332v1 — https://arxiv.org/abs/2608.21332v1 From Eye on AI Weekly Research Watch.

  • August 29 · 2 min

    Supercharging Real Time Voice Bias

    TurboBias 2.0: Streaming Context-Biasing for Production-Efficient ASR Systems arXiv: 2608.21343v1 — https://arxiv.org/abs/2608.21343v1 From Eye on AI Weekly Research Watch.

  • August 29 · 2 min

    From AI Code to Verified Silicon

    AI with Authority, from Application to Silicon arXiv: 2608.21356v1 — https://arxiv.org/abs/2608.21356v1 From Eye on AI Weekly Research Watch.

  • August 29 · 2 min

    Why AI Struggles With Lab Images

    VIALS: A Benchmark for Visual Interpretation of Artifacts in the Life Sciences arXiv: 2608.21357v1 — https://arxiv.org/abs/2608.21357v1 From Eye on AI Weekly Research Watch.

Showing 1–20 of 60 episodes