A self-paced curriculum for non-technical adults. 54 modules across three tiers — Personal, Professional, Employable — that ramp from what is an LLM through "the AI-fluent person on a team." Plain-English delivery, written by someone who uses this stuff to run a real business.
Each tier builds on the one before it. Start at Tier 1 even if you've used ChatGPT — most people skip the foundations and the gaps show up later. Tier 3 modules ship as free primers + paid operator-grade guides; the workshops happen in the cohort.
What an LLM actually is. How to prompt without sounding like a marketing brochure. When NOT to use AI. The skills that turn a casual user into someone who reaches for the right tool reflexively.
For: anyone in their first 30–90 days with AI. 18 modules, all free.
Role-specific templates. Multi-step task chains. Picking the right model. Privacy and what not to paste. The team-rollout playbook that doesn't blow up in week three.
For: people already comfortable with AI personally, ready to apply it at work. 18 modules, all free.
Briefing engineers on custom tools. Building institutional memory. Measuring real impact. Voice agents, multi-agent orchestration, security + compliance. Free primers + paid operator-grade guides.
For: operators ready to lead AI adoption. 18 modules — 9 free + 9 paid ($1.99 each).
Drop any PDF on the page and we'll read it to you. Our training PDFs get premium pre-rendered audio (instant, no wait); anything else uses your browser's built-in voice. Your file never leaves your device unless it's one of ours. Desktop only for now.
Open the Reader →Start at the top of Tier 1, or jump straight to what you need.
Use AI well in your own life.
18 modules · all freeThe mental model. Why "auto-complete on steroids" is closer to the truth than most marketing copy admits.
Want, context, constraint. The simplest prompt structure that produces 80%-usable output on the first try.
The five tells that the model is bullshitting you, and the moves that catch them before you act on bad info.
Speed vs accuracy, privacy red lines, when AI is slower than you, and the four moments to put the keyboard down.
The Socratic prompt + five tutor moves. Real teaching, not Wikipedia summaries.
Calendars, planning, household logistics. The boring-but-useful uses that save hours per week.
Memory + custom instructions + personal-context doc. The single highest-ROI 15 minutes you'll spend on AI.
Voice mode + mobile for people who don't sit at desks. The 30-second test and the etiquette traps.
ChatGPT vs Claude vs Gemini vs Copilot. The four-question test for picking the right tool per task.
The two-pass pattern. Where AI helps, where it lies, and the moves that catch the lies before you sign.
Homework help that builds understanding. The cheating tells. Age-appropriate family ground rules.
Owner's manuals, contracts, dense PDFs. The drag-and-drop pattern + the verification routine.
Sympathy notes, complaint letters, the speech you can't start. Find words when you have the feeling.
Budgeting, debt, comparison-shopping. The lane rule + prep-for-the-pro pattern + the lies AI tells.
The 5-minute morning curiosity. The 30-second re-explain test that separates real learning from skimming.
The 3-tier separation, the never-paste list, the 15-minute audit, and the pre-mortem move.
Trip planning, hotel comparison, language abroad. The two-pass pattern + the lies AI tells about local.
The four kinds of wrong + diagnostic procedure. Bad answers become 5-minute fixes instead of dead ends.
Use AI well at your job.
18 modules · all freeThe 60-day playbook for rolling AI across an existing team. Compounding math + four red flags.
First-hour playbook. Skip the studying — three concrete prompts and what to do tonight.
Prompts you'll actually reuse, organized by job function. Versioned, governed, durable across upgrades.
Breaking real work into prompts. Threading context. Recovering when one step goes sideways.
ChatGPT vs Claude vs Gemini at work. Cost-per-task economics from a real production operator.
Four data classes. Consumer vs enterprise in plain English. The 1-page AI usage policy your team needs.
Note-taking, follow-ups, action items. Tool comparison + two-party-consent privacy callout.
The voice template + four send-types + the 5-second pre-send test that catches AI tells.
Discovery → pricing → narrative. AI for structure, you for money. The lies AI tells about job specs.
The 200-unread problem. Triage taxonomy + 15-minute morning workflow + batch-reply pattern.
Voice-dictation → AI-structure. 20-minute SOPs instead of 4-weekend ones. The followable test.
Status updates, scope creep, timeline negotiation, retrospectives. Seam work compressed.
Job posts + behavioral interview prep + the AI-cover-letter problem and what to screen on instead.
Comparison frameworks + RFPs that get useful responses + negotiation prep.
Pre-call prep + post-call recap. The 4-paragraph follow-up. The live-listening anti-pattern.
Prep that lets you actually have the hard conversation. AI removes the "I don't know what to say" excuse.
Status to leadership + raise requests + pushback on direction without burning bridges.
Capstone. Capture habits + resurface workflow + the portability rule. Months of work compounds.
Be the AI-fluent person on the team.
18 modules · 9 free + 9 paid ($1.99)Why dumping files into ChatGPT fails for real businesses. What RAG actually solves.
Architecture sequence that prevents pretty-UI / broken-plumbing failure. Seven non-coder prompts.
Real metrics, not vibes. Before/after measurements that prove the 30% gain — vs the ones that don't.
Claude + ChatGPT + small models. Orchestration patterns that save real time at the team level.
Job-anxiety conversations + role-evolution maps + honest answers to "is this going to replace me?"
CRM, accounting, PM. Integrations operators can drive themselves vs ones that need a contractor.
Anthropic / OpenAI / Google APIs in plain language. When direct-API beats consumer tools.
Golden test sets + 3-tier rubric + regression-test workflow. Catches silent quality drift.
The 5 failure modes of production RAG + specific fixes per mode. Chunking, retrieval, embeddings.
Cell-level AI formulas. The 3 approaches (no-code / add-on / Apps Script). The 1000-row threshold.
No-code + low-code AI app patterns. Bubble, Retool, Make, Zapier. When each fits.
Token math + 80/20 of cost drivers + model selection + caching. The premature-optimization trap.
Four data classes + HIPAA / GDPR / state laws + audit trails. Preparation for the attorney conversation.
Twilio + LLM stacks. Real architecture from production. The 5 failure modes the demos hide.
What makes something an agent. The 3-question test. The request-vs-execution split for production.
Content-voice template + 3-tier pipeline + 8 AI-content tells to remove. Honest output multiplier math.
4 categories + 15 questions + demo red flags + POC structure. AI-specific failure modes.
Capstone. Teach-don't-do. The 5 anti-patterns of being the team AI expert. The handoff pattern.
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This curriculum maps to the U.S. Department of Labor's 2026 AI Literacy Framework — five content areas (basics, applications, prompting, evaluating, managing) covered across the three tiers. Same skill ladder, plain-English delivery.
One short email per release. No drip sequence, no spam, no auto-renew. Opt out from any email.
No sales calls. No card. I don't sell or share your info.
