Paragon AI MAG

Paragon AI MAG goes deep on why ChatGPT makes things up: next-word prediction, the Mata v. Avianca $5,000 case, how retrieval-augmented generation works, where it still fails, and the 5-rule checklist for trusting any AI answer.

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ChatGPT invented six court cases that never existed — and real lawyers filed them in a real court — and got fined $5,000. This is not a story about AI lying. It is a story about a tool that guesses beautifully when it has nothing to check. Today: why models invent facts, the Mata v. Avianca case and its $5,000 lesson, how RAG actually works, a 3-step walkthrough you can use today, and the 5-rule check-before-you-trust list.

Full video: https://youtu.be/tI_02Sl3gHM

Full article: https://paragonaimag.substack.com/p/why-chatgpt-makes-things-up-and-the

Note: This episode's narration is an AI-generated voice. Everything we say is backed by sources, and every fact is checked several times before release, so it reaches you with the fewest errors and flaws, and you can listen with confidence.

Paragon AI MAG goes deep on the app in your pocket: how Google Maps predicts traffic before you get there, the 99-phone stunt, Ask Maps, 3D previews, AR walking, and the privacy settings to check. Follow Paragon AI MAG so you never miss an episode. Daily videos on the Paragon AI MAG YouTube channel. Full video on YouTube: https://youtu.be/9BuOVHxgcfk Article on Substack: https://paragonaimag.substack.com/p/google-maps-ai-7-tricks-hidden-in Note: This episode's narration is an AI-generated voice. Everything we say is backed by sources, and every fact is checked several times before release, so it reaches you with the fewest errors and flaws, and you can listen with confidence.

Your AI just started working while you sleep — and you didn't ask it to. In this Paragon AI MAG episode: OpenAI Dots, Anthropic Claude Duet and Ant Group's Lingguang 2.0 — how always-on agents work, what to delegate this week, and the five rules that keep you in charge. Plus the voice that talks like a person: Block's Dessa. Follow Paragon AI MAG so you never miss an episode. Note: This episode's narration is an AI-generated voice. Everything we say is backed by sources, and every fact is checked several times before release, so it reaches you with the fewest errors and flaws, and you can listen with confidence. Daily videos live on the Paragon AI MAG YouTube channel: https://www.youtube.com/@paragonAIMag — Watch today's video: https://youtu.be/f9-04mfO8vo — Read the article: https://paragonaimag.substack.com/p/your-ai-now-works-while-you-sleep

AI just found the keys to millions of websites — including ones you use every day. In this Paragon AI MAG deep dive: the October 2026 PHP2Shell crisis that took government websites offline, how AI finds security holes, the $55 TV-box worm study from Anthropic, the API-key gold rush, and the 7 steps that protect you today — plus the full worm history from Creeper (1971) to Morris II (2024), the passwords Q&A, and the WordPress shop rescue plan.

Follow Paragon AI MAG so you never miss an episode. Watch the video version on the Paragon AI MAG YouTube channel: https://www.youtube.com/watch?v=hUg3-eb-A3A. Read the article: https://paragonaimag.substack.com/p/ai-can-now-hack-the-internet-and

Note: This episode's narration is an AI-generated voice. Everything we say is backed by sources, and every fact is checked several times before release, so it reaches you with the fewest errors and flaws, and you can listen with confidence.

ChatGPT feels like it is thinking. It is not. This episode walks the full pipeline — tokenization, embeddings, attention, the 96-layer pattern engine, softmax and temperature — that turns your words into ranked probabilities through 175 billion parameters.

Full video: https://youtu.be/zWNakhjsUp0

Read on Substack: https://paragonaimag.substack.com/p/how-does-chatgpt-work-its-not-thinking

Note: This episode's narration is an AI-generated voice. Everything we say is backed by sources, and every fact is checked several times before release, so it reaches you with the fewest errors and flaws, and you can listen with confidence.