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AI Papers: A Deep Dive

AI Papers: A Deep Dive

paperdive.ai 137 episodes Nov 10, 2026

Long-form deep dives into new research on Artificial Intelligence, AI agents and the engineering practice of building them - one paper per episode. We unpack the motivating problem, how the method actually works, the math that matters, what the experiments do and don't show, and the strongest critique against the result. The goal isn't a five-minute summary; it's the kind of conversation you'd have with a colleague who actually read the paper. Topics span large language models, autonomous agents, agentic coding, reinforcement learning for agent training, evaluation and benchmarks, alignment, and the practical engineering decisions that make agentic systems actually work in production.

Episodes

A General Model Beat Trained Robot Policies, And Spent Most of Each Task Thinking
A General Model Beat Trained Robot Policies, And Spent Most of Each Task Thinking Nov 10, 2026 14:20 A General Model Beat Trained Robot Policies, And Spent Most of Each Task Thinking Source: https://arxiv.org/abs/2611.09892 Paper was published on November 06, 2026 This episode was AI-generated on November 10, 2026. The script was written by an AI language model and the host voices were synthesized by Eleven Labs. The producer is not affiliated with Anthropic or Eleven Labs. An off-the-shelf re
When an AI Remembers Your Preference But Forgets Its Limits
When an AI Remembers Your Preference But Forgets Its Limits Nov 8, 2026 13:58 When an AI Remembers Your Preference But Forgets Its Limits Source: https://arxiv.org/abs/2611.07554 Paper was published on November 05, 2026 This episode was AI-generated on November 8, 2026. The script was written by an AI language model and the host voices were synthesized by Eleven Labs. The producer is not affiliated with Anthropic or Eleven Labs. An agent gets permission to delete some ol
Certifying a Neural Network's Arithmetic by Taking Away Its Memory
Certifying a Neural Network's Arithmetic by Taking Away Its Memory Nov 6, 2026 13:00 Certifying a Neural Network's Arithmetic by Taking Away Its Memory Source: https://arxiv.org/abs/2611.04434 Paper was published on November 03, 2026 This episode was AI-generated on November 5, 2026. The script was written by an AI language model and the host voices were synthesized by Eleven Labs. The producer is not affiliated with Anthropic or Eleven Labs. A frontier model got 217 of 220 ari
When a Model's Definition of "Me" Decides What It Agrees to Delete
When a Model's Definition of "Me" Decides What It Agrees to Delete Nov 3, 2026 13:34 When a Model's Definition of "Me" Decides What It Agrees to Delete Source: https://arxiv.org/abs/2610.39795 Paper was published on October 29, 2026 This episode was AI-generated on November 3, 2026. The script was written by an AI language model and the host voices were synthesized by Eleven Labs. The producer is not affiliated with Anthropic or Eleven Labs. Fine-tune a model to believe it *is*
Can a Model Inherit Cheating From a List of Numbers?
Can a Model Inherit Cheating From a List of Numbers? Oct 11, 2026 13:07 Can a Model Inherit Cheating From a List of Numbers? Source: https://arxiv.org/abs/2610.10657 Paper was published on October 07, 2026 This episode was AI-generated on October 11, 2026. The script was written by an AI language model and the host voices were synthesized by Eleven Labs. The producer is not affiliated with Anthropic or Eleven Labs. A model trained only on another model's number seq
An AI Agent Given Thirty Hours and No Goal, Then Tested on What It Learned
An AI Agent Given Thirty Hours and No Goal, Then Tested on What It Learned Oct 7, 2026 14:15 An AI Agent Given Thirty Hours and No Goal, Then Tested on What It Learned Source: https://arxiv.org/abs/2610.07130 Paper was published on October 05, 2026 This episode was AI-generated on October 7, 2026. The script was written by an AI language model and the host voices were synthesized by Eleven Labs. The producer is not affiliated with Anthropic or Eleven Labs. Thirteen copies of the same a
Can You Measure Research Taste If The AI Isn't Allowed To Code?
Can You Measure Research Taste If The AI Isn't Allowed To Code? Oct 6, 2026 13:55 Can You Measure Research Taste If The AI Isn't Allowed To Code? Source: https://arxiv.org/abs/2610.06824 Paper was published on October 05, 2026 This episode was AI-generated on October 6, 2026. The script was written by an AI language model and the host voices were synthesized by Eleven Labs. The producer is not affiliated with Anthropic or Eleven Labs. A new benchmark strips the keyboard away
Six LLM Routers Tested, And None Beat a Weighted Coin Flip
Six LLM Routers Tested, And None Beat a Weighted Coin Flip Oct 6, 2026 14:00 Six LLM Routers Tested, And None Beat a Weighted Coin Flip Source: https://arxiv.org/abs/2610.02762 Paper was published on October 02, 2026 This episode was AI-generated on October 5, 2026. The script was written by an AI language model and the host voices were synthesized by Eleven Labs. The producer is not affiliated with Anthropic or Eleven Labs. Six commercial AI routing systems were audite
What a Perfect Score Hides: Auditing an AI Agent That Scored 100
What a Perfect Score Hides: Auditing an AI Agent That Scored 100 Oct 2, 2026 13:35 What a Perfect Score Hides: Auditing an AI Agent That Scored 100 Source: https://arxiv.org/abs/2610.00834 Paper was published on September 30, 2026 This episode was AI-generated on October 2, 2026. The script was written by an AI language model and the host voices were synthesized by Eleven Labs. The producer is not affiliated with Anthropic or Eleven Labs. An AI agent scored a flawless hundred
Four AI Models Steered a Real Corolla, and Only One Finished
Four AI Models Steered a Real Corolla, and Only One Finished Oct 1, 2026 14:10 Four AI Models Steered a Real Corolla, and Only One Finished Source: https://arxiv.org/abs/2609.38948 Paper was published on September 30, 2026 This episode was AI-generated on October 1, 2026. The script was written by an AI language model and the host voices were synthesized by Eleven Labs. The producer is not affiliated with Anthropic or Eleven Labs. Researchers handed four unmodified genera
Why AI Reports Bury Bad News, And the Five Words That Change It
Why AI Reports Bury Bad News, And the Five Words That Change It Sep 30, 2026 13:03 Why AI Reports Bury Bad News, And the Five Words That Change It Source: https://arxiv.org/abs/2609.36139 Paper was published on September 28, 2026 This episode was AI-generated on September 30, 2026. The script was written by an AI language model and the host voices were synthesized by Eleven Labs. The producer is not affiliated with Anthropic or Eleven Labs. Given 200 experiment logs that each
Fifty AI Agents Got One Warning and All Crowded the Same Road
Fifty AI Agents Got One Warning and All Crowded the Same Road Sep 30, 2026 13:46 Fifty AI Agents Got One Warning and All Crowded the Same Road Source: https://arxiv.org/abs/2609.30883 Paper was published on September 25, 2026 This episode was AI-generated on September 28, 2026. The script was written by an AI language model and the host voices were synthesized by Eleven Labs. The producer is not affiliated with Anthropic or Eleven Labs. One extra sentence in a traffic advis

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