Learning & Training Design
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Everything Intel has read, newest first. Each title opens at its original publisher.
- Research
You can't reliably detect AI-written code — the detectors aren't trustworthy enough to stand alone
Don't hang a pass/fail — or an accusation — on an AI-code detector. Treat its output as a hint to look closer, never as the verdict.
- Research
In 2026, the most AI-resistant way to check understanding is still a live human conversation
No tool can tell you whether someone actually understands their work. In 2026, the reliable signal is still the oldest one: ask them to explain it, live.
- Research✓ verified
Can you prove an AI agent actually did the work? What today's tools can and can't verify
If your team accepts work an AI helped produce, this is the honest map of what's actually checkable in 2026 — and where a human still has to be the judge.
- Research
The tools that flag 'this looks AI-written' are biased against non-native English writers
Automated 'is this AI?' signals don't just misfire — they misfire unevenly, penalizing people who write in a second language. That's a fairness problem, not just a noise problem.
- AI in Education✓ verified
Google brings Gemini into Classroom + free ACT/GRE practice at ISTE 2026
Adaptive, personalized learning is going free-and-mainstream from a platform giant — the competitive backdrop for any AI-tutoring product.
- AI in Education✓ verified
Microsoft's 2026 AI-in-Education report: adoption is mainstream, support lags
The gap between 'schools use AI' and 'schools use AI well' is exactly the gap a structured learning product is built to close.
- AI in Education✓ verified
Khanmigo scale + Sal Khan's candid "non-event" reflection
The most-watched competitor's honest signal that scale does not equal impact — structure and motivation design matter more than model access. Exactly the gap AI Uni's structured-lesson model targets.
- AI in Education✓ verified
Khan + TED + ETS launch AI-focused college (Khan TED Institute)
A direct competitive signal for AI Uni ("the college alternative for the AI economy") — a credentialed-degree entrant in applied-AI education.
- AI in Education✓ verified
UK LearnLM classroom RCT — independent corroboration
A second independent RCT with transfer-to-novel-problems as the outcome — the hard test — strengthening the evidence base beyond a single study or vendor.
- AI in Education✓ verified
AI tutoring keeps beating active learning in RCTs
The empirical floor under AI Uni's whole pedagogical thesis — structured AI tutoring over traditional pedagogy. Verify specific effect-size figures against the primary before re-quoting.