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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
2 days ago1 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
3 days ago1 min read


The Four Kings of LLMs: Ranking AI by Probability, Not Hype
🔥 New on Medium: The AI era has a new metric for dominance— probability, not hype. In “The Four Kings of LLMs,” MAILab CEO Dr. Phil Yang breaks down how Gemini, GPT, Grok, and DeepSeek optimize different probabilistic strengths and what that means for the future of intelligence. Whether you’re a developer, strategist, or curious thinker, this framework will change how you evaluate AI. Read it now:👉 https://medium.com/@mailab4visionai/the-four-kings-of-llms-ranking-ai-by-

양필승
Dec 29, 20251 min read
![[Shorts] The Four Kings of LLMs](https://static.wixstatic.com/media/5d69fc_d8cbfcbe27f440a8bfdd767ad108d929~mv2.png/v1/fill/w_333,h_250,fp_0.50_0.50,q_35,blur_30,enc_avif,quality_auto/5d69fc_d8cbfcbe27f440a8bfdd767ad108d929~mv2.webp)
![[Shorts] The Four Kings of LLMs](https://static.wixstatic.com/media/5d69fc_d8cbfcbe27f440a8bfdd767ad108d929~mv2.png/v1/fill/w_454,h_341,fp_0.50_0.50,q_95,enc_avif,quality_auto/5d69fc_d8cbfcbe27f440a8bfdd767ad108d929~mv2.webp)
[Shorts] The Four Kings of LLMs
Gemini. GPT. Grok. DeepSeek. The so-called Four Kings of LLMs are not fighting for a single throne. There is no single winner. The real advantage comes from how we combine them probabilistically . This short video captures a simple truth:AI literacy is no longer about choosing tools —it’s about orchestrating intelligence . ▶️ Watch the YouTube Short: https://youtube.com/shorts/c8Z_oNtYTc4?feature=share #AI #LLM #AI4Kings #Gemini #GPT4o #Grok #DeepSeek #AILiteracy #Probabilis

양필승
Dec 29, 20251 min read


AI Quartet – The Quartet of Intelligence 🎶
AI is no longer a solo performance. It’s a quartet . 🎼 Gemini — infinite memory GPT — precision logic Grok — real-time truth DeepSeek — radical efficiency This short music video captures the harmony and tension of the Four Kings of LLMs , competing yet completing one another. There is no single winner. Intelligence emerges from combination. Welcome to the era of Seamless Intelligence . ▶️ Watch the short: https://youtube.com/shorts/M4Via3yMZig #AIQuartet #TheQuartetOfIntelli

양필승
Dec 29, 20251 min read


The Four Kings of LLMs and the New Order of Intelligence
We are living through an AI Cambrian Explosion. The real question is no longer“Which AI speaks better?”but “Which model simulates the future most accurately—probabilistically?” Gemini. GPT. Grok. DeepSeek. The so-called Four Kings of LLMs each optimize a different probability axis: Gemini → Memory & context GPT → Logical reasoning Grok → Real-time reality DeepSeek → Capital efficiency There is no single winner. The advantage belongs to those who know how to combine them. 🎥 F

양필승
Dec 29, 20251 min read
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