The Reading Corner

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

Health data leaks through ChatGPT memory—what’s new

If you’ve ever used ChatGPT to describe symptoms, ask about a diagnosis, or work through a health worry, you’ve probably...

Sep 15, 2026 0

LLM Teaching Kits That Make ChatGPT Click (Unplugged)

If you’ve ever watched someone type a prompt into ChatGPT and then walk away acting like the model “understands,” you’ve...

Sep 15, 2026 0

Reddit Help-Seeking Didn’t Drop After ChatGPT—Here’s What Changed

For years, people have used the internet—often Reddit—to ask strangers for help with everything from “what’s wrong with my PC?”...

Sep 14, 2026 0

I Felt Seen Yet Still Alone: How LLMs Become “Care” Over Time

It’s kind of wild—people are using general-purpose AI chatbots like ChatGPT , Claude , and Gemini for socioemotional support (comfort,...

Sep 14, 2026 0

How AI Tools Shift (or Don’t) Open-Source Career Luck

When you look at someone’s GitHub profile, it’s tempting to treat their track record like proof of talent. But new...

Sep 13, 2026 0

L1-Sparse Optimization Learns Faster: O(L/T^3)

If you’ve ever tried to optimize something “nice” (convex, smooth) but you’re forced to live inside an $L 1$ ball...

Sep 13, 2026 0

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