The Reading Corner

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Bursty LLM Scheduling: A Smarter WAIT for Real Traffic

Bursty LLM Scheduling: A Smarter WAIT for Real Traffic

If you’ve ever used an LLM-powered app and noticed it feels “smooth… until it suddenly doesn’t,” you’ve already experienced the...
Aug 8, 2026 1
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ChatGPT vs API Tests: What Safety Benchmarks Miss With Search

ChatGPT vs API Tests: What Safety Benchmarks Miss With Search

Modality, consistency, citations, abstentions, and safety blind spots Introduction If you’ve ever seen an AI safety leaderboard score and thought,...
Aug 7, 2026 0
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Pedagogical Fit Score for LLM Tutors: PSI in Action

Pedagogical Fit Score for LLM Tutors: PSI in Action

Introduction: “Correct” Doesn’t Always Mean “Helpful” If you’ve ever used an AI tutor (or watched one in action), you’ve probably...
Aug 7, 2026 0
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Embodied AI Agents That Can Be Trusted After Every Move

Embodied AI Agents That Can Be Trusted After Every Move

If you’ve been following robotics, you’ve probably asked the same question everyone’s thinking: when does a robot get its “ChatGPT...
Aug 6, 2026 0
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ChatGPT Ads Are Here: The First Real Measurements of Who Gets Targeted

ChatGPT Ads Are Here: The First Real Measurements of Who Gets Targeted

ChatGPT ads are no longer a theoretical future—they’re showing up in user-facing interfaces right now. And new research from [the...
Aug 6, 2026 0
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AI-Deepfake Detection: Do You Trust ChatGPT More Than Peers?

AI-Deepfake Detection: Do You Trust ChatGPT More Than Peers?

Introduction: The surprising “trust gap” in spotting deepfakes If you’ve ever wondered whether people treat ChatGPT like a shortcut brain...
Aug 5, 2026 1
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AI-cheating can be deterred with “targeted wrongs” in homework

AI-cheating can be deterred with “targeted wrongs” in homework

Generative AI has made it painfully easy to outsource thinking—students can paste a question into a chat, get a confident-looking...
Aug 5, 2026 1
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Generative AI Meets Medical Imaging: Diffusion, LLMs, and Foundation Models

Generative AI Meets Medical Imaging: Diffusion, LLMs, and Foundation Models

If you’ve noticed AI suddenly getting good at making things—not just labeling them—you’re paying attention to the right shift. Over...
Aug 4, 2026 1
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MonitrLLM: Community-Led Evaluation for Real LLM Success

MonitrLLM: Community-Led Evaluation for Real LLM Success

LLMs are everywhere now—helping people draft emails, debug code, and even wrestle with research questions. But there’s a nagging problem:...
Aug 4, 2026 1
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