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Dr. Yang's AI Series 44. Why Parents Can’t “Monitor AI” Without Understanding It
The Washington Post says parents should monitor children to protect them from AI. That advice is only half true—and dangerously incomplete . AI is not “hallucinating.”It is doing exactly what it was designed to do: 👉 maximize P(next token | context) . The real risk is not misinformation—it’s delusion . When a child expresses loneliness, an LLM doesn’t seek truth. It increases the probability of the most plausible emotional hypothesis . That’s not empathy. That’s Bayesian in

양필승
Jan 101 min read


How AI Really Works (And Why It Misleads)
Regulation will always lag technology.Every simulation shows the same result: 3–5 years behind . The only scalable solution is education. AI safety begins with: • AI literacy for parents • Probabilistic thinking in schools • Cooperation across families, educators, industry, and civil society Fear slows progress.Understanding creates resilience. 🎥 Short video link below. https://youtube.com/shorts/odS_Arcs3Go?feature=share #AI #AILiteracy #Education #LLM #AIethics #FutureOfLe

양필승
Jan 101 min read
![[Shorts] Phil's AI Series 17. College entrance exam specs? News made with AI is the answer](https://static.wixstatic.com/media/5d69fc_f0189bc3636c49258fa839fa9a249252~mv2.png/v1/fill/w_333,h_250,fp_0.50_0.50,q_35,blur_30,enc_avif,quality_auto/5d69fc_f0189bc3636c49258fa839fa9a249252~mv2.webp)
![[Shorts] Phil's AI Series 17. College entrance exam specs? News made with AI is the answer](https://static.wixstatic.com/media/5d69fc_f0189bc3636c49258fa839fa9a249252~mv2.png/v1/fill/w_454,h_341,fp_0.50_0.50,q_95,enc_avif,quality_auto/5d69fc_f0189bc3636c49258fa839fa9a249252~mv2.webp)
[Shorts] Phil's AI Series 17. College entrance exam specs? News made with AI is the answer
#High school students #Parents of test takers #News consumers #AI journalism #News producers #Education and social innovation #College...

양필승
Jul 9, 20251 min read
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