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Unzip

Hosted by Skyler @ LimitLess AI · technology · EN-US

216 episodesAudience: 6
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About this Podcast:

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

Pitch Analysis

Required Pod Score for this podcast. PitchCentric checks your profile against host openness, topical fit, and audience signals before you generate a pitch.

Contact path

Verified email

Booking probability

36%

Guest openness

Selective

Verified email on file
80/100
Required Score

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Questions about Unzip

What is Unzip about?

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

What has Unzip covered recently?

Recent episodes include "Metacognitive Decoding: Efficient Inference for Diffusion Language Agents" (29 October 2026), "h1: A Taste of the Bitter Lesson in Automated Theorem Proving" (28 October 2026), and "Reva: Real-Time Vulnerability Detection through Contextual Probing of Large Language Models" (27 October 2026).

How often does Unzip publish?

Unzip publishes roughly daily across 216 episodes.

How hard is it to get booked on Unzip?

Booking probability for Unzip is 36%, and the host is rated Selective on guests. Unzip requires a Pod Score of 80 or higher. Unzip's contact route on record: verified email.

Who should pitch Unzip?

The strongest fits for Unzip are Scientific Research & Development and IT Services & Software Development. Unzip has a technology audience.

About the host

Unzip is a technology podcast with 216 episodes published.

Verified host email: ████████@████.comSign in to unlock →

Recent episodes

Our AI reads these to draft pitches. Use them as grounding for a pitch that cites a real guest and a specific topic.

  • Unzip

    Metacognitive Decoding: Efficient Inference for Diffusion Language Agents

    Oct 29, 2026—

    ## Episode Summary In this episode, we cover: - **Metacognitive Decoding: Efficient Inference for Diffusion Language Agents** (arXiv) - [Read more](http://arxiv.org/abs/2610.37642v1) - **TAO: Tool-Aware Joint Scheduling...

  • Unzip

    h1: A Taste of the Bitter Lesson in Automated Theorem Proving

    Oct 28, 2026—

    ## Episode Summary In this episode, we cover: - **h1: A Taste of the Bitter Lesson in Automated Theorem Proving** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2610.35962) - **Multiscale Policy...

  • Unzip

    Reva: Real-Time Vulnerability Detection through Contextual Probing of Large Language Models

    Oct 27, 2026—

    ## Episode Summary In this episode, we cover: - **Reva: Real-Time Vulnerability Detection through Contextual Probing of Large Language Models** (arXiv) - [Read more](http://arxiv.org/abs/2610.35829v1) - **Profiling a...

  • Unzip

    Kolab: Benchmarking Human-Agent Collaboration in Long-Horizon Workflows

    Oct 26, 2026—

    ## Episode Summary In this episode, we cover: - **Kolab: Benchmarking Human-Agent Collaboration in Long-Horizon Workflows** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2610.21109) - **On the Token...

  • Unzip

    Direct Pass@$k$ Optimization for Thought Pruning: Balancing Quality and Diversity in Test-Time Reasoning

    Oct 25, 2026—

    ## Episode Summary In this episode, we cover: - **Direct Pass@$k$ Optimization for Thought Pruning: Balancing Quality and Diversity in Test-Time Reasoning** (arXiv) - [Read more](http://arxiv.org/abs/2610.31667v1)...

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  • Unzip

    The LLM-Attacker: A Unified Red-Team Framework for Privacy Evaluation of Split and Distributed LLM Systems

    Oct 24, 2026—

    ## Episode Summary In this episode, we cover: - **The LLM-Attacker: A Unified Red-Team Framework for Privacy Evaluation of Split and Distributed LLM Systems** (Hugging Face Daily) - [Read...

  • Unzip

    IF-MAP: Influence-Function-Inspired Agent Prioritization in Multi-Agent Systems

    Oct 23, 2026—

    ## Episode Summary In this episode, we cover: - **IF-MAP: Influence-Function-Inspired Agent Prioritization in Multi-Agent Systems** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2610.24383)...

  • Unzip

    ToM2Vec: Continuous Theory-of-Mind Tokens for Multi-Agent Coordination

    Oct 22, 2026—

    ## Episode Summary In this episode, we cover: - **ToM2Vec: Continuous Theory-of-Mind Tokens for Multi-Agent Coordination** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2610.29934) - **DiffResearch...

  • Unzip

    Training the Whole Agent, Not Just the Model

    Oct 21, 2026—

    ## Episode Summary In this episode, we cover: - **Training the Whole Agent, Not Just the Model** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2610.28069) - **Self-Credit: Credit Assignment for...

  • Unzip

    Competence-Based Evaluation of Logical Reasoning in Large Language Models

    Oct 20, 2026—

    ## Episode Summary In this episode, we cover: - **Competence-Based Evaluation of Logical Reasoning in Large Language Models** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2610.22894) - **HERA...

  • Unzip

    Lean4AgenticRL: Advancing Agentic RL with Verifiable Multi-level Process Rewards

    Oct 19, 2026—

    ## Episode Summary In this episode, we cover: - **Lean4AgenticRL: Advancing Agentic RL with Verifiable Multi-level Process Rewards** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2610.22448)...

  • Unzip

    OmniVerifier-C1: Decomposed Graded Verifier for Rule-Governed Generative World Modeling

    Oct 18, 2026—

    ## Episode Summary In this episode, we cover: - **OmniVerifier-C1: Decomposed Graded Verifier for Rule-Governed Generative World Modeling** (arXiv) - [Read more](http://arxiv.org/abs/2610.22355v1) - **Diminishing...

  • Unzip

    3DCodeVerse: Exploring 3D Worlds as Code

    Oct 17, 2026—

    ## Episode Summary In this episode, we cover: - **3DCodeVerse: Exploring 3D Worlds as Code** (arXiv) - [Read more](http://arxiv.org/abs/2610.22341v1) - **Grounding Generative Verification in 3D Content** (arXiv) - [Read...

  • Unzip

    Scalable Weak-to-Strong Verifier Hardening for Agent Environments

    Oct 16, 2026—

    ## Episode Summary In this episode, we cover: - **Scalable Weak-to-Strong Verifier Hardening for Agent Environments** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2610.15924) - **MLExpert: Towards a...

  • Unzip

    Lluna: Collaborative Unimodal Models for Missing-Modality Inference

    Oct 15, 2026—

    ## Episode Summary In this episode, we cover: - **Lluna: Collaborative Unimodal Models for Missing-Modality Inference** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2610.20526) - **CLASHarness...

  • Unzip

    Visual Tokens on Demand: Visual Budgeting for Scalable and Efficient Multi-Image Reasoning in Multimodal LLMs

    Oct 14, 2026—

    ## Episode Summary In this episode, we cover: - **Visual Tokens on Demand: Visual Budgeting for Scalable and Efficient Multi-Image Reasoning in Multimodal LLMs** (arXiv) - [Read more](http://arxiv.org/abs/2610.18858v1)...

  • Unzip

    When VLMs Destroy What They Know: Spatial Representations Fall Below Lexical Priors

    Oct 13, 2026—

    ## Episode Summary In this episode, we cover: - **When VLMs Destroy What They Know: Spatial Representations Fall Below Lexical Priors** (arXiv) - [Read more](http://arxiv.org/abs/2610.13910v1) - **PR-OPD: Privileged...

  • Unzip

    Can machines reason non-verbally?

    Oct 12, 2026—

    ## Episode Summary In this episode, we cover: - **Can machines reason non-verbally?** (arXiv) - [Read more](http://arxiv.org/abs/2610.13925v1) - **Chronos Policy: Learning Robot Policies on Physical Time** (arXiv)...

  • Unzip

    DeCoPrune: Efficient KV-Cache Pruning for Autoregressive Video Diffusion via Denoising Consistency

    Oct 7, 2026—

    ## Episode Summary In this episode, we cover: - **DeCoPrune: Efficient KV-Cache Pruning for Autoregressive Video Diffusion via Denoising Consistency** (Hugging Face Daily) - [Read...

  • Unzip

    Beyond Semantic Similarity: Performance and Costs of Agentic Retrieval for Complex Tasks

    Oct 6, 2026—

    ## Episode Summary In this episode, we cover: - **Beyond Semantic Similarity: Performance and Costs of Agentic Retrieval for Complex Tasks** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2610.05750)...

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