Week of October 26, 2026

Monday, October 26

• 
  Patronizing and Condescending Language Detection in English and Mandarin

  New research shows that fine‑tuned BERT models can detect patronizing and condescending language in English and Mandarin with modest success, highlighting both the challenge and potential of automated bias detection.

  arXiv cs.AI·08:01 UTC
• 
  End-to-End Differentiable Diffusion Conditioning for Physics-Informed Optimization

  Differentiable Diffusion Conditioning (D2C) turns a frozen conditional diffusion model into a gradient‑based optimizer for offline model‑based optimization, enabling physics‑informed design improvements without test‑time access to the true objective.

  arXiv cs.LG·08:01 UTC
• 
  Towards Adversarially Robust Multigraph Neural Networks for Financial Crime Analysis

  Multigraph neural networks improve AML detection but are vulnerable to learned structural attacks, and adversarial training can bolster their robustness.

  arXiv cs.LG·08:02 UTC
• 
  Don't Forget What You Just Learned: Self-Directed Repair Turns Agent Mistakes Into Lasting Lessons

  Self‑Directed Repair lets AI agents turn mistakes into permanent, lightweight adapters that boost future performance without costly fine‑tuning.

  arXiv cs.AI·08:20 UTC
• 
  PaperFormalizer: Author-in-the-Loop Autoformalization of Research Papers in Lean

  PaperFormalizer is an author‑in‑the‑loop system that converts LaTeX papers into Lean‑verified code, letting researchers close proof gaps while retaining full control over interpretation.

  arXiv cs.AI·08:20 UTC
• 
  Phronix: The Capability-Centric Learning Paradigm for Agents

  Phronix introduces a predictor‑validator‑corrector loop that lets AI agents learn reusable capabilities from their own executions, dramatically improving task success and efficiency.

  arXiv cs.AI·08:21 UTC
• 
  Tradeoff-Aware Territory Design: A Multi-Objective Decision System for Enterprise Customer-to-Seller Allocation

  A multi‑objective decision system combines predictive account scoring, continuity cost estimation, and optimization to allocate enterprise sellers to customers, letting planners balance growth, balance, capacity, and relationship continuity.

  arXiv cs.AI·10:02 UTC