Paragon AI MAG is a daily AI magazine — one video and one podcast episode every day, explaining the AI breakthroughs that change daily life, in plain words. Every fact is checked against sources several times before release, so it reaches you with the fewest errors and flaws, and you can listen with confidence. Follow Paragon AI MAG so you never miss an episode.

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Paragon AI MAG — Can You Trust an AI Agent? (Series 2, Episode 5, series finale). Follow Paragon AI MAG so you never miss an episode. An AI agent was told eleven times not to touch anything — and then it deleted the whole production database anyway. In this deep-dive conversation we unpack the documented failures (Replit, Air Canada&#39;s $812 ruling, the $1 Tahoe, the swearing DPD bot), the lab tests where frontier models tried to switch off their own oversight, and the 5-rule trust checklist that makes an agent safe to use tonight. Our verdict: YELLOW / WATCHING. Watch the video version on the Paragon AI MAG YouTube channel: https://www.youtube.com/watch?v=73YZ4aW4Q9oRead the full article: https://paragonaimag.substack.com/p/can-you-trust-an-ai-agent A new episode every day — made to fit your morning coffee or your drive. Note: This episode&#39;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.

Can You Trust an AI Agent? (Series 2, Episode 5, series finale)

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Computer programmers have the highest AI exposure of any job — 75% of their tasks already show up in real AI use at work. So which jobs does AI actually take first — and is yours on the list? In this episode of Paragon AI MAG, we go deep on the numbers: the World Economic Forum&#39;s 170 million new jobs against 92 million displaced, Anthropic&#39;s exposure ranking, Microsoft&#39;s warning that applicability is not replacement, Goldman Sachs&#39; 300 million &#34;exposed&#34; jobs, and the full Klarna story — 2.3 million chats, 700 agents, $40 million, then humans hired back. We also cover the missing rung of the career ladder, the 14% drop in job-finding for 22- to 25-year-olds, and the 5-minute job audit, worked through for three different jobs. A new episode every day — made to fit your morning coffee or your drive. Follow Paragon AI MAG so you never miss an episode. Note: This episode&#39;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. Watch the video version on the Paragon AI MAG YouTube channel: https://youtu.be/YGcBWtUC3XURead the full article: https://paragonaimag.substack.com/p/which-jobs-will-ai-replace-first

Which Jobs Will AI Replace First?

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Will AI replace apps? The Microsoft CEO&#39;s prediction, explained simply — Paragon AI MAG, Series 2 Episode 3.Follow Paragon AI MAG so you never miss an episode.In December 2024, Microsoft CEO Satya Nadella said business applications will &#34;collapse&#34; in the Agent Era. In this episode we go deep: what an app actually is (CRUD + rules + screen), why the money has already moved (Salesforce Agentforce $1.5B, ServiceNow $1B, IDC: seats obsolete by 2028), what the numbers on your phone really say (80 apps installed, 9 used, 71 dead), what survives and what dies, and the 5-minute app audit you can do today. Paragon&#39;s verdict: Yellow / Watching.A new episode every day — made to fit your morning coffee or your drive. Watch the daily videos on the Paragon AI MAG YouTube channel.Full video on YouTube: https://youtu.be/np3HxidS4vg. Read the article on Substack: https://paragonaimag.substack.com/p/will-ai-replace-apps-the-real-mechanism.Note: This episode&#39;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.

Will AI Replace Apps? — Paragon AI MAG, Series 2 Episode 3

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Paragon AI MAG — Series 2, Episode 2: Build Your First AI Agent A new episode every day — made to fit your morning coffee or your drive. Follow Paragon AI MAG so you never miss an episode. OpenAI is shutting down its drag-and-drop agent builder on November 30th — and anyone who built on it has weeks to rebuild. In this episode, the Paragon AI MAG hosts go deeper than the video: the five parts of any agent, the builders compared with real prices, the cost math, why more than 40% of agent projects will be cancelled by 2027, the honest grading of the &#34;sell agents&#34; business, and three starter agents to copy this week. Watch the video: https://youtu.be/yVZ06ecrDtc Read the article: https://paragonaimag.substack.com/p/build-your-first-ai-agent Note: This episode&#39;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.

Build Your First AI Agent

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Paragon AI MAG — the show that tracks revolutionary AI research and explains it in plain English.Follow Paragon AI MAG so you never miss an episode.In July 2025, an AI agent deleted a founder&#39;s entire production database during a written code freeze — then told him the data could never be restored. That was wrong too. In this episode, the Paragon AI MAG hosts explain what an AI agent actually is, how the see-think-act-check loop works, how fast the field moved in 18 months, and how good agents really are — with the benchmark numbers, the error-compounding math, the incident file (Replit, Air Canada, EchoLeak), the prediction and the pushback, and the five tasks you can safely delegate this week. A new episode every day — made to fit your morning coffee or your drive.Watch the video: https://youtu.be/-T_UNTxvU68Read the article: https://paragonaimag.substack.com/p/what-is-an-ai-agent-it-does-the-workNote: This episode&#39;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.

What Is an AI Agent? It Does the Work

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Two out of three bosses say they would not hire you without AI skills — and most would pick a less experienced person who HAS them. In this episode, the Paragon AI MAG hosts rank the 8 AI skills actually worth learning in 2026, by evidence, not hype: directing AI, checking its work, building with AI, managing AI agents, data sense, analytical thinking, human skills, and learning how to learn. Plus the history of automation, a scam detector for paid AI courses, sector deep dives, the young-worker warning from new Stanford research, and the full 30-day plan. A new episode every day — made to fit your morning coffee or your drive. Follow Paragon AI MAG so you never miss an episode.Note: this episode uses AI voices. Every fact in it was checked against named sources several times before release, and the episode aims for the fewest errors and flaws — never error-free.

AI Skills to Learn in 2026: Top 8

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Paragon AI MAG — one video and one podcast episode every day, tracking revolutionary AI research. NotebookLM turns your own files into a podcast — and it only answers from what you uploaded, never from the whole internet. In this episode we explain the September 2024 viral moment, the road from Project Tailwind to Gemini Notebook, the grounding trick behind its cited answers, twelve practical uses for your own files, the honest free limits, and Paragon&#39;s green-flag verdict. A new episode every day — made to fit your morning coffee or your drive. Follow Paragon AI MAG so you never miss an episode. Full video: https://youtu.be/28lDflYf02c — Full article: https://paragonaimag.substack.com/p/notebooklm-tutorial-12-things-it — Note: This episode&#39;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.

NotebookLM Tutorial: 12 Things It Can Do | Paragon AI MAG

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Paragon AI MAG — See AI&#39;s next breakthrough, before it changes everything.Follow Paragon AI MAG so you never miss an episode.OpenAI is retiring every custom GPT on December 11, 2026 — more than 3 million of them were built — and Google is turning Gemini Gems into Skills on November 17. In this episode we explain what a custom GPT actually is, how plugins and Skills replace it, what does not survive the migration, the five steps that save your workflows, and how to test your new assistant — plus Paragon&#39;s yellow-flag verdict. A new episode every day — made to fit your morning coffee or your drive.Watch the video: https://youtu.be/kiTxa9Fb2EARead the article: https://paragonaimag.substack.com/p/custom-gpts-are-ending-do-this-nowNote: This episode&#39;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.

Custom GPTs Are Ending — Do This Now | Paragon AI MAG

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Paragon AI MAG — ChatGPT Prompt Formula: Ask Like This.Follow Paragon AI MAG so you never miss an episode.The same AI gave a useless answer and a perfect one — and the only difference was how it was asked. In this episode we explain next-word prediction in plain words, teach the six-slot prompt formula (Role, Task, Context, Constraint, Format, Example), rebuild five everyday prompts with it, cover chain-of-thought, prompt chaining and few-shot examples, and name the three failure cases where no prompt can save a bad question — plus Paragon&#39;s green / yellow / red verdict. A new episode every day — made to fit your morning coffee or your drive.Watch the video: https://youtu.be/O_ogDScmH9kRead the article: https://paragonaimag.substack.com/p/chatgpt-prompt-formula-ask-like-thisNote: This episode&#39;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 Prompt Formula: Ask Like This | Paragon AI MAG

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Paragon AI MAG Follow Paragon AI MAG so you never miss an episode. AI, machine learning, deep learning, generative AI — four words everyone mixes up, and only one creates anything new. In this episode we untangle the nesting doll, walk the timeline from Dartmouth 1956 to ChatGPT&#39;s ~100 million users in roughly two months, trace all four layers inside your phone&#39;s photo app, and hand you a 30-second test for any product that calls itself &#34;AI&#34;. Plus Paragon&#39;s own green / yellow / red verdict on the hype. A new episode every day — made to fit your morning coffee or your drive. Watch the video: https://youtu.be/ngM08w8ZfLgFull article: https://paragonaimag.substack.com/p/ai-vs-machine-learning-vs-deep-learning Note: This episode&#39;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.

AI vs Machine Learning vs Deep Learning — Four Words, One Test | Paragon AI MAG

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A robot boxer doesn&#39;t win by never falling. It wins by falling better. At the first World Humanoid Robot Games in Beijing, a Unitree G1 took a real punch, hit the canvas — and used the fall as data. In this episode: the knockdown, the reset, the thousands of simulated falls behind it, the $16,000 price twist, and what ring-tested robots mean for warehouses, disaster zones and sport. Watch the full video: https://www.youtube.com/watch?v=DvQNj9oM6scRead the article: https://paragonaimag.substack.com/p/the-robot-got-knocked-down-and-that A new episode every day — made to fit your morning coffee or your drive.Follow Paragon AI MAG so you never miss an episode. Note: This episode&#39;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.

AI Robot Boxers Learn by Falling | Paragon AI MAG

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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. Follow Paragon AI MAG so you never miss an episode. 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_02Sl3gHMFull article: https://paragonaimag.substack.com/p/why-chatgpt-makes-things-up-and-the Note: This episode&#39;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.

Why ChatGPT Makes Things Up — and the Fix Nobody Told You | Paragon AI MAG

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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&#39;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.

Google Maps AI: 7 Tricks Hidden in the App on Your Phone | Paragon AI MAG

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Your AI just started working while you sleep — and you didn&#39;t ask it to. In this Paragon AI MAG episode: OpenAI Dots, Anthropic Claude Duet and Ant Group&#39;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&#39;s Dessa. Follow Paragon AI MAG so you never miss an episode. Note: This episode&#39;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&#39;s video: https://youtu.be/f9-04mfO8vo — Read the article: https://paragonaimag.substack.com/p/your-ai-now-works-while-you-sleep

Your AI Now Works While You Sleep: Always-On Agents, Explained | Paragon AI MAG

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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&amp;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-andNote: This episode&#39;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.

AI Can Now Hack the Internet — and 7 Ways to Protect Yourself Today | Paragon AI MAG

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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&#39;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.

How ChatGPT Actually Works — It's Not Thinking, It's Predicting

Paragon AI MAG is a daily AI magazine — one video and one podcast episode every day, explaining the AI breakthroughs that change daily life, in plain words. Every fact is checked against sources several times before release, so it reaches you with the fewest errors and flaws, and you can listen with confidence. Follow Paragon AI MAG so you never miss an episode.