Featured

Featured papers

Individual papers, each paired with the lines of inquiry it opens across the collection.

• 2026-06-26

  Memory Makes the Difference: Evaluating How Different Memory Roles Shape Conversational Agents

• 2026-06-24

  The Topological Trouble With Transformers

• 2026-06-16

  The Ghost Couple: Correlated LLM Name Priors and Their Haunting of the Web and Academic Publishing

• 2026-06-07

  On the Scaling of PEFT: Towards Million Personal Models of Trillion Parameters

• 2026-06-07

  Latent Reasoning with Normalizing Flows

• 2026-06-06

  AutoLab: Can Frontier Models Solve Long-Horizon Auto Research and Engineering Tasks?

• 2026-06-05

  ReasoningFlow: Discourse Structures for Understanding LLM Reasoning Traces

• 2026-06-03

  Learn from your own latents and not from tokens: A sample-complexity theory

• 2026-06-02

  The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions