Deep Papers
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 since 2023 • 48 episodes
Deep Papers
Latest Episodes
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...
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30:24
LibreEval: The Largest Open Source Benchmark for RAG Hallucination Detection
For this week's paper read, we actually 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 your model has never seen befo...
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27:19
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 covered Gemini 2.5's architecture, its a...
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26:11
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 ...
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15:03
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, including:DeepSeek’s Big Launc...
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30:23
