AI in 5: AI Hallucinations: When Smart Systems Sound Smart… But Get It Wrong (March 3, 2026)

Ninety-eight percent of employers now use skills-based hiring for entry-level roles — and the credential doing the heavy lifting isn't a four-year degree. It's the micro-credential: a short, verifiable, skill-specific certification that's quickly becoming a "skills passport" candidates carry from job to job. In this episode of AI in 5, The AI Learning Guide JR breaks down what a micro-credential actually is versus a traditional degree or PDF certificate, why standards like Open Badges 3.0 are...

For nearly 30 years, browsers worked the same way: you search, you click, you read, you decide. That era is ending. In this episode of AI in 5, AI Learning Guide JR D explores the AI Browser War — the race between Google, Perplexity, Microsoft, OpenAI, and a new wave of startups to build the first truly intelligent browser. One that doesn't just find information — it acts on it. We cover Google's Gemini-powered upgrades inside Chrome (still commanding ~70% of the global browser market), Perpl...

This week on The Friday Download, JR breaks down three stories that actually moved the needle in AI and education. First up: OpenAI's ChatGPT just got a memory overhaul called Dreaming V3 — a background process that rewrites what the AI knows about you automatically, without you asking. It's rolling out to Plus and Pro users now, with free users coming soon after a 5x compute reduction made it financially viable. Privacy researchers are already raising flags about the 96% of memories the syst...

Is AI making your students smarter — or doing their thinking for them? In this episode of AI in 5, The AI Learning Guide JR breaks down cognitive offloading: the process of shifting mental work onto external tools like calculators, GPS, and now AI assistants. In education, this raises a critical question — when does helpful become harmful? Research shows a significant negative relationship between frequent AI use and critical thinking, with cognitive offloading as a key mechanism. One high-pr...

This week on The Friday Download, JR tackles one of the most contradictory weeks yet in the world of AI and education. In New York City, kindergarten students are building reading skills with Amira, an AI-powered literacy assistant now used in approximately 150 schools. Meanwhile, high school students across the country are sitting down with paper blue books and handwritten exams designed specifically to keep ChatGPT out of the testing process. At the same time, the First Lady has made AI int...