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Skyler @ LimitLess AI

Your guide to the latest AI and machine learning research. We unpack complex papers into actionable insights for practitioners and enthusiasts alike.

  1. WebChallenger: A Reliable and Efficient Generalist Web Agent

    1d ago

    WebChallenger: A Reliable and Efficient Generalist Web Agent

    ## Episode Summary In this episode, we cover: - **WebChallenger: A Reliable and Efficient Generalist Web Agent** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.10423) - **The Cold-Start Safety Gap in LLM Agents** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.07867) - **ToolSense: A Diagnostic Framework for Auditing Parametric Tool Knowledge in LLMs** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.12451) - **EurekAgent: Agent Environment Engineering is All You Need For Autonomous Scientific Discovery** (arXiv) - [Read more](http://arxiv.org/abs/2606.13662v1) - **HyperTool: Beyond Step-Wise Tool Calls for Tool-Augmented Agents** (arXiv) - [Read more](http://arxiv.org/abs/2606.13663v1) --- *Sponsored by LimitLess AI*

  2. EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments

    2d ago

    EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments

    ## Episode Summary In this episode, we cover: - **EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments** (arXiv) - [Read more](http://arxiv.org/abs/2606.13681v1) - **ArogyaSutra: A Multi-Agent Framework for Multimodal Medical Reasoning in Indic Languages** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.13572) - **HYDRA-X: Native Unified Multimodal Models with Holistic Visual Tokenizers** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.13289) - **Getting Better at Working With You: Compiling User Corrections into Runtime Enforcement for Coding Agents** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.13174) - **Agents-K1: Towards Agent-native Knowledge Orchestration** (arXiv) - [Read more](http://arxiv.org/abs/2606.13669v1) --- *Sponsored by LimitLess AI*

  3. TAHOE: Text-to-SQL with Automated Hint Optimization from Experience

    3d ago

    TAHOE: Text-to-SQL with Automated Hint Optimization from Experience

    ## Episode Summary In this episode, we cover: - **TAHOE: Text-to-SQL with Automated Hint Optimization from Experience** (arXiv) - [Read more](http://arxiv.org/abs/2606.12387v1) - **τ-Rec: A Verifiable Benchmark for Agentic Recommender Systems** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.10156) - **Verifiable Environments Are LEGO Bricks: Recursive Composition for Reasoning Generalization** (arXiv) - [Read more](http://arxiv.org/abs/2606.12373v1) - **Which Models Are Our Models Built On? Auditing Invisible Dependencies in Modern LLMs** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.12385) - **Building Social World Models with Large Language Models** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.11482) --- *Sponsored by LimitLess AI*

  4. Kwai Keye-VL-2.0 Technical Report

    4d ago

    Kwai Keye-VL-2.0 Technical Report

    ## Episode Summary In this episode, we cover: - **Kwai Keye-VL-2.0 Technical Report** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.10651) - **ABC-Bench: An Agentic Bio-Capabilities Benchmark for Biosecurity** (arXiv) - [Read more](http://arxiv.org/abs/2606.11150v1) - **EEVEE: Towards Test-time Prompt Learning in the Real World for Self-Improving Agents** (arXiv) - [Read more](http://arxiv.org/abs/2606.11182v1) - **P3D-Bench: Benchmarking MLLMs for Parametric 3D Generation and Structural Reasoning** (arXiv) - [Read more](http://arxiv.org/abs/2606.11152v1) - **Data Journalist Agent: Transforming Data into Verifiable Multimodal Stories** (arXiv) - [Read more](http://arxiv.org/abs/2606.11176v1) --- *Sponsored by LimitLess AI*

  5. EmpiriGraph-Psy: A Dataset and LLM Pipeline for Extracting Empirical Relation Graphs from Psychology Abstracts

    5d ago

    EmpiriGraph-Psy: A Dataset and LLM Pipeline for Extracting Empirical Relation Graphs from Psychology Abstracts

    ## Episode Summary In this episode, we cover: - **EmpiriGraph-Psy: A Dataset and LLM Pipeline for Extracting Empirical Relation Graphs from Psychology Abstracts** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.08362) - **DEI: Diversity in Evolutionary Inference for Quality-Diversity Search** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2605.27130) - **SDR: Set-Distance Rewards for Radiology Report Generation** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.00440) - **OmniGameArena: A Unified UE5 Benchmark for VLM Game Agents with Improvement Dynamics** (arXiv) - [Read more](http://arxiv.org/abs/2606.09826v1) - **Skill-3D: Evolving Scene-Aware Skills for Agentic 3D Spatial Reasoning** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.07436) --- *Sponsored by LimitLess AI*

  6. Almieyar-Oryx-BloomBench: A Bilingual Multimodal Benchmark for Cognitively Informed Evaluation of Vision-Language Models

    6d ago

    Almieyar-Oryx-BloomBench: A Bilingual Multimodal Benchmark for Cognitively Informed Evaluation of Vision-Language Models

    ## Episode Summary In this episode, we cover: - **Almieyar-Oryx-BloomBench: A Bilingual Multimodal Benchmark for Cognitively Informed Evaluation of Vision-Language Models** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.05531) - **Towards Human-Like Interactive Speech Recognition With Agentic Correction and Semantic Evaluation** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2605.29430) - **A Cookbook of 3D Vision: Data, Learning Paradigms, and Application** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.04291) - **How reliable are LLMs when it comes to playing dice?** (arXiv) - [Read more](http://arxiv.org/abs/2606.07515v1) - **Agentopia: Long-Term Life Simulation and Learning in Agent Societies** (arXiv) - [Read more](http://arxiv.org/abs/2606.07513v1) --- *Sponsored by LimitLess AI*

  7. Operation-Guided Progressive Human-to-AI Text Transformation Benchmark for Multi-Granularity AI-Text Detection

    Jun 7

    Operation-Guided Progressive Human-to-AI Text Transformation Benchmark for Multi-Granularity AI-Text Detection

    ## Episode Summary In this episode, we cover: - **Operation-Guided Progressive Human-to-AI Text Transformation Benchmark for Multi-Granularity AI-Text Detection** (arXiv) - [Read more](http://arxiv.org/abs/2606.06481v1) - **Thinking with Imagination: Agentic Visual Spatial Reasoning with World Simulators** (arXiv) - [Read more](http://arxiv.org/abs/2606.06476v1) - **Code2LoRA: Hypernetwork-Generated Adapters for Code Language Models under Software Evolution** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.06492) - **You Only Index Once: Cross-Layer Sparse Attention with Shared Routing** (arXiv) - [Read more](http://arxiv.org/abs/2606.06467v1) - **Revising Context, Shifting Simulated Stance: Auditing LLM-Based Stance Simulation in Online Discussions** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.06443) --- *Sponsored by LimitLess AI*

  8. MAOAM: Unified Object and Material Selection with Vision-Language Models

    Jun 6

    MAOAM: Unified Object and Material Selection with Vision-Language Models

    ## Episode Summary In this episode, we cover: - **MAOAM: Unified Object and Material Selection with Vision-Language Models** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.04880) - **The Road Ahead in Autonomous Driving: The KITScenes Multimodal Dataset** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.02956) - **AffordanceVLA: A Vision-Language-Action Model Empowering Action Generation through Affordance-Aware Understanding** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.06155) - **ForeSci: Evaluating LLM Agents for Forward-Looking AI Research Judgment** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.00644) - **Regret Minimization with Adaptive Opponents in Repeated Games** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.06486) --- *Sponsored by LimitLess AI*

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Your guide to the latest AI and machine learning research. We unpack complex papers into actionable insights for practitioners and enthusiasts alike.

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  • Creator
    Skyler @ LimitLess AI
  • Years Active
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  • Episodes
    95
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    Unzip

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