Outreach Signals
Publishing Details
About This Podcast
Deep Papers is a podcast series featuring deep dives on today’s most important AI papers and research. Hosted by Arize AI founders and engineers, each episode profiles the people and techniques behind cutting-edge breakthroughs in machine learning.
Podcasting 2.0 Features
Social Media
Explore Statistics
Recent Episodes
CUGA Agent: From Benchmarks to Business Impact of IBM's Generalist Agent
We dive into the latest paper from a team of researchers at IBM: "From Benchmarks to Business Impact: Deploying IBM Generalist Agent in Enterprise Production." We're excited to host several of the…
TUMIX: Multi-Agent Test-Time Scaling with Tool-Use Mixture
We dive into the latest paper from Google and a team of academic researchers: "TUMIX: Multi-Agent Test-Time Scaling with Tool-Use Mixture."Hear from one of the paper's authors — Yongchao Chen,…
Meta AI Researcher Explains ARE and Gaia2: Scaling Up Agent Environments and Evaluations
In our latest paper reading, we had the pleasure of hosting Grégoire Mialon — Research Scientist at Meta Superintelligence Labs — to walk us through Meta AI’s groundbreaking paper titled “ARE:…
Georgia Tech's Santosh Vempala Explains Why Language Models Hallucinate, His Research With OpenAI
Santosh Vempala, Frederick Storey II Chair of Computing and Distinguished Professor in the School of Computer Science at Georgia Tech, explains his paper co-authored by OpenAI's Adam Tauman Kalai,…
Atropos Health’s Arjun Mukerji, PhD, Explains RWESummary: A Framework and Test for Choosing LLMs to Summarize Real-World Evidence (RWE) Studies
Large language models are increasingly used to turn complex study output into plain-English summaries. But how do we know which models are safest and most reliable for healthcare? In this most recent…
Stan Miasnikov, Distinguished Engineer, AI/ML Architecture, Consumer Experience at Verizon Walks Us Through His New Paper
This episode dives into "Category-Theoretic Analysis of Inter-Agent Communication and Mutual Understanding Metric in Recursive Consciousness." The paper presents an extension of the Recursive…
Small Language Models are the Future of Agentic AI
We had the privilege of hosting Peter Belcak – an AI Researcher working on the reliability and efficiency of agentic systems at NVIDIA – who walked us through his new paper making the rounds in AI…
Watermarking for LLMs and Image Models
In this AI research paper reading, we dive into "A Watermark for Large Language Models" with the paper's author John Kirchenbauer. This paper is a timely exploration of techniques for embedding…
Self-Adapting Language Models: Paper Authors Discuss Implications
The authors of the new paper *Self-Adapting Language Models (SEAL)* shared a behind-the-scenes look at their work, motivations, results, and future directions.The paper introduces a novel method for…
The Illusion of Thinking: What the Apple AI Paper Says About LLM Reasoning
This week we discuss The Illusion of Thinking, a new paper from researchers at Apple that challenges today’s evaluation methods and introduces a new benchmark: synthetic puzzles with controllable…
Accurate KV Cache Quantization with Outlier Tokens Tracing
We discuss Accurate KV Cache Quantization with Outlier Tokens Tracing, a deep dive into improving the efficiency of LLM inference. The authors enhance KV Cache quantization, a technique for reducing…
Scalable Chain of Thoughts via Elastic Reasoning
In this week's episode, we talk about Elastic Reasoning, a novel framework designed to enhance the efficiency and scalability of large reasoning models by explicitly separating the reasoning process…
Sleep-time Compute: Beyond Inference Scaling at Test-time
What if your LLM could think ahead—preparing answers before questions are even asked?In this week's paper read, we dive into a groundbreaking new paper from researchers at Letta, introducing…
LibreEval: The Largest Open Source Benchmark for RAG Hallucination Detection
For this week's paper read, we dive into our own research.We wanted to create a replicable, evolving dataset that can keep pace with model training so that you always know you're testing with data…
AI Benchmark Deep Dive: Gemini 2.5 and Humanity's Last Exam
This week we talk about modern AI benchmarks, taking a close look at Google's recent Gemini 2.5 release and its performance on key evaluations, notably Humanity's Last Exam (HLE). In the session we…
Model Context Protocol (MCP)
We cover Anthropic’s groundbreaking Model Context Protocol (MCP). Though it was released in November 2024, we've been seeing a lot of hype around it lately, and thought it was well worth digging…
AI Roundup: DeepSeek’s Big Moves, Claude 3.7, and the Latest Breakthroughs
This week, we're mixing things up a little bit. Instead of diving deep into a single research paper, we cover the biggest AI developments from the past few weeks.We break down key announcements,…
How DeepSeek is Pushing the Boundaries of AI Development
This week, we dive into DeepSeek. SallyAnn DeLucia, Product Manager at Arize, and Nick Luzio, a Solutions Engineer, break down key insights on a model that have dominating headlines for its…
Multiagent Finetuning: A Conversation with Researcher Yilun Du
We talk to Google DeepMind Senior Research Scientist (and incoming Assistant Professor at Harvard), Yilun Du, about his latest paper, "Multiagent Finetuning: Self Improvement with Diverse Reasoning…
Training Large Language Models to Reason in Continuous Latent Space
LLMs have typically been restricted to reason in the "language space," where chain-of-thought (CoT) is used to solve complex reasoning problems. But a new paper argues that language space may not…
Frequently Asked Questions
Deep Papers has published 60 episodes since January 2023, covering topics in Business, Mathematics.
Deep Papers is currently highly active with new episodes monthly. Average episode length is 36m.
Similar Podcasts
19 Keys Presents High Level Conversations
EYL Network
484 episodes
Data Science Leaders
Domino Data Lab
100 episodes
Resoundingly Human
INFORMS
100 episodes
Money, Markets & New Age Investing
Greg Weldon
47 episodes
Web Dev 101 - The Alex Merced Coder Podcast
Alex Merced Podcasts
50 episodes
RAW: Real Actuarial Women
Elizabeth Eason
25 episodes