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AI Unpacked

Every video weighs one claim behind a named AI product — sourced numbers, self-reported vs verified, no winner declared.

YouTube · TR · Official site

Indexed videos, last 90 days
202
Latest publication
Sep 30, 2026
Audience
~42 subscribers
Earliest in this view
Jul 3, 2026

Latest videos

  1. Video · Sep 30, 2026

    Was The Cashierless Store Actually Run By 1,000 People? (opens the original)

    Excerpt · Critical tone · 15 min · 0 views by Sep 30, 2026

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    "Amazon's Just Walk Out stores were never AI - they were 1,000 people in India watching you shop." It is one of the most repeated AI debunkings of the decade, and in the form everyone shared it, it is wrong. This video puts it on trial. There was no room of workers watching a live feed and ringing up baskets. The system was genuine computer vision - ceiling cameras, shelf weight sensors, multi-person tracking through occlusion in a crowded store, one of the least forgiving deployment environment

  2. Video · Sep 29, 2026

    A Web Page Can Give Your AI Orders - And It Obeys (opens the original)

    Excerpt · Critical tone · 12 min · 3 views by Sep 30, 2026

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    Hide a sentence on a web page that no human will ever see, and an AI assistant reading that page on your behalf will not treat it as text. It will treat it as an instruction. This is indirect prompt injection, and it is not a bug - it is a consequence of a design property: a language model has one input channel, so your instructions and the content it reads arrive as the same kind of token, with nothing structurally marking which is which. This episode audits the numbers, because the public conv

  3. Video · Sep 29, 2026

    How long flawed research affects classrooms #Shorts (opens the original)

    Excerpt · 1 min · 103 views by Sep 30, 2026

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    A meta-analysis published in May 2025 reported that ChatGPT produced a large positive effect on student learning performance (Hedges' g = 0.867). Narration and some visuals are AI-assisted. ▶ Subscribe — we check the claims behind every AI launch. #chatgptineducation #retractedstudy #aiinclassrooms ai education research ai explained ai fact check ai in classrooms ai learning outcomes chatgpt in education chatgpt students does chatgpt help students education technology effect size meta analysis r

  4. Video · Sep 28, 2026

    ChatGPT: What is a meta-analysis? #Shorts (opens the original)

    Excerpt · Neutral tone · 0 min · 126 views by Sep 30, 2026

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    A meta-analysis published in May 2025 reported that ChatGPT produced a large positive effect on student learning performance (Hedges' g = 0.867). Narration and some visuals are AI-assisted. ▶ Subscribe — we check the claims behind every AI launch. #chatgptineducation #retractedstudy #aiinclassrooms ai education research ai explained ai fact check ai in classrooms ai learning outcomes chatgpt in education chatgpt students does chatgpt help students education technology effect size meta analysis r

  5. Video · Sep 28, 2026

    ChatGPT Invented Police Witnesses In A Murder Appeal (opens the original)

    Excerpt · Critical tone · 12 min · 4 views by Sep 30, 2026

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    On September 11, 2026, the New Mexico Supreme Court held a defense attorney in contempt, fined him $5,000, struck his brief and ordered a murder appeal to restart from the beginning. The brief quoted testimony from police witnesses who never testified, including a fictional detail that the shooter wore dark pants and a white shirt. The lawyer said he had used ChatGPT to summarize the trial proceedings and had not understood how far these systems can fabricate. This episode does three things. Fir

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Audience

~42 subscribers

Measured Sep 19, 2026

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