The Reading Corner

Design AI workflows that “fit” professional tasks, not just prompts

People love the idea that ChatGPT can “help with anything.” But new research from Ma and colleagues in [this paper](https://arxiv.org/abs/2609.16482)...

Sep 19, 2026 0

What Is Jev? TypeSafe AI's System One Model, Explained and Put to Work

Jev is TypeSafe AI's new System One model: instead of generating text, it takes the state of your system plus...

Sep 19, 2026 58

1/e Probability for Selecting the Best Pieces in Linear Matroids

==================== Introduction: The “secretary,” but for linear algebra rules If you’ve ever tried to make smart decisions while new information...

Sep 19, 2026 0

SlopShape: Detecting AI Blog “Slop” by Structure, Not Words

If you’ve ever tried to spot AI-written content in the wild, you’ve probably run into the same frustrating reality: word-level...

Sep 18, 2026 0

GenAI as a Trusted “Go-Between” for Blind and Low-Vision Communication

If you’re blind or low-vision, “communication” isn’t just talking—it’s getting information, interpreting what’s in front of you, and asking questions...

Sep 18, 2026 0

AI Shopping With Chatbots Isn’t Consistent—Here’s What New Tests Found

Introduction: when you ask an AI for “the best phone” If you’ve ever asked an AI chatbot for a product...

Sep 17, 2026 0

Audit Trouble: LLM Health Answers Change by Access Mode

People are asking large language models for health advice more and more—often through a familiar chat interface like ChatGPT, and...

Sep 17, 2026 0

AI Explanations That Break: Why Some Answers Confuse Users

Introduction: When “Good” Text Still Doesn’t Compute If you’ve ever asked an AI for help, read the answer, and thought,...

Sep 16, 2026 0

Calibration isn’t enough: metacognition boosters for AI work

=============================================================== Most people treat AI warnings like a magical spell: “ChatGPT can make mistakes—check the important info.” But new research...

Sep 16, 2026 0

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