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Start here. Read this first.
Welcome to the AI Untapped Workshop. This is the room behind the newsletter and the YouTube channel. The whole point: cut through the AI noise, faster, together. Here's what lives here: → One new tool + prompt every Sunday. Posted in the feed. Copy, paste, run it. → The Field Notes: five short PDFs covering local AI setup, prompt patterns, the skip list, the maker stack, and the Sunday routine. Find them in the Classroom tab (top nav) or scroll the feed today, where each one is posted separately so you can ask questions in the comments. → An open thread where you drop the AI tools you're testing and what's actually working. → Behind-the-scenes context I don't put on YouTube. What I'm asking from you: → Post what you're testing. Wins and failures both. The room learns faster when we're honest. → No pitching. No "I built an agency, DM me." This is a workshop, not a marketplace. → If a prompt works, drop the result in the comments. If it breaks, drop the error. I'm here daily. Drop a hello below and tell me one thing you're trying to figure out with AI right now. I read every reply. — Dusty
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House rules. Read once, refer back.
Three rules. That's it. 1. POST WHAT YOU'RE TESTING. Wins and failures both. A "this broke and I don't know why" post is worth more than a "look at this cool thing" post. The room learns from honest data. 2. NO SELF-PROMO WITHOUT VALUE. If you have an agency, course, or tool, you can mention it once in your intro post and never again. No DMs to other members trying to sell. This is a workshop, not a marketplace. If this is your acquisition channel, you'll be removed. 3. NO LOW-EFFORT POSTS. "Best AI tool?" with no context. "Anyone using Claude?" with no follow-up. Posts that don't move anyone forward get removed. Ask specific questions, share specific results. That's all of it. If you're not sure whether something fits, post it and we'll talk. The line isn't policed by gotchas, it's policed by quality. — Dusty
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What's coming. The roadmap.
Where this room is heading: NOW (this month): → Weekly tool + prompt drops every Sunday → Field Notes archive available to every member → Open Q&A — drop any AI question in the feed, I'll answer → The newsletter ships every Sunday (aiuntapped.ai, 5-min read) NEXT (the coming weeks): → First live workshop call. Bring your stuck prompts and we debug them together. Free for everyone who's in the room early. → Skool Games entry — when this room hits 100 active members, we compete. → A paid tier ("AI Untapped Pro") for people who want the full stack: pre-built workflows, working Claude projects, weekly office hours, and the behind-the-scenes archive. Not launching yet. Free tier stays free, forever! The free room is the front door. It's not a stepping stone you have to leave. Stay here as long as it's useful. One ask: reply below with the AI problem you wish someone would solve for you. I read every reply, and the most common answers shape what gets dropped next. — Dusty
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Yale and Johns Hopkins just switched off their AI detectors
Several universities have stopped trusting the software that claims to spot AI written text. Yale and Johns Hopkins have restricted these tools. The University of Waterloo turned Turnitin's AI detection off across every faculty. Yale's teaching centre said the false positive rate is too high to use as proof in an academic honesty case. A false positive is when the tool flags writing as AI even though a person wrote it. That has always been the weak spot. These tools do not read your work and recognise a machine. They measure how predictable the writing looks, and predictable reads as machine. So the student who writes in clean, simple sentences gets flagged, and the one who rambles slips through. This reaches past universities. Some employers run the same checks on job applications, cover letters and written tests. If the institutions that made detection software normal are now pulling it out, that is worth knowing before someone runs your writing through one. Have you ever had something you wrote flagged as AI? What happened next?
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Jul 5 • 
News
🔓 Claude Fable 5 Is Back
Quick heads-up for everyone: **Claude Fable 5 is available again as of July 1, 2026.** If you've been waiting on it, you can start using it today. (until the end of July 7th) Here's the short version of what happened and what it means for you. -> What happened Fable 5 (and its sibling, Mythos 5) first launched on June 9. A few days later, on June 12, the U.S. government placed **export controls** on both models, which forced Anthropic to suspend access for everyone. The reason: a report showed a way to get Fable 5 to help identify software vulnerabilities. Anthropic's own testing later found that plenty of weaker, already-public models (including older Claude versions and other companies' models) could do the exact same thing — so it wasn't a unique risk. Still, they tightened things up. **As of June 30 the export controls were lifted**, and Fable 5 came back the next day. -> What's different now Anthropic added a stronger safety layer before bringing it back: - A new **safety classifier** that blocks the specific technique from the report in **over 99% of cases**. - If one of your requests to Fable 5 ever gets blocked, it gets **automatically rerouted to Opus 4.8** so you're not left stuck. - One tradeoff to know about: the new safeguards are a little "trigger-happy." You may occasionally see a normal coding or debugging request get flagged by mistake. Anthropic says they're actively tuning this down. -> What this means for your access - **Where you can use it:** Claude.ai, Claude Code, Claude Cowork, and the Claude Platform (API). - **Usage limits (Pro, Max, Team, and select Enterprise plans):** Through **July 7**, Fable 5 is included for up to **50% of your weekly usage limit**. After July 7, continued access runs on **usage credits**. - **Cloud platforms:** AWS, Google Cloud, and Microsoft Foundry access is being switched back on "as quickly as possible" — not instant, so check your provider if that's how you access it. -> Bottom line
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