Haroon Choudery

Become AI Fluent in 60 Minutes: The LOGIC Method

Autoblocks AI

UC Berkeley

Facebook

CEO, Seeko AI | Berkeley ML | Founder AI For Anyone (taught 70k+ people AI)

Understand context windows, stateless sessions, and why AI feels useless without the right setup.

How AI actually works (mental models that make it click)

A 5-step system (Load → Organize → Guide → Iterate → Commit) that makes AI useful for any task.

The LOGIC framework for working with AI effectively

Learn what to paste in chat vs. save to projects vs. store in memory — stop repeating yourself, start compounding.

How to organize information so AI becomes more useful

Leave with a specific first action, not vague advice. You'll feel the difference good context makes today.

A 10-minute workflow to try right after this session

We show you what's possible with AI, then take you there.

Cohort 11

Founder | Meta/Amazon/Statsig/Tencent

Statsig

Amazon

Boston Consulting Group (BCG)

Tencent Games

Yuzheng Sun, PhD

Prev. Evangelist @ Statsig (Acq. by OpenAI), AI Director @ Tencent; Meta/Amazon

Applied Scientist | yage.ai

Yan Wang, PhD

Applied Scientist @ Samsara | Olympic Torchbearer | Ex Pinterest/Microsoft | Ex Tech blogger with 100k+ subscribers

Cohort 10

Cohort 12

Is this you?<ul><li>Chatting endlessly with an “AI intern” instead of designing the context with clear principles.</li><li>Blaming “hallucinations” when the real issue is poor orchestration.</li><li>Trying to run an entire project from a single, overloaded chat window.</li><li>Treating AI like witchcraft and prompt spells instead of engineering.</li></ul>AI gets better every day. But when it’s time to ship something serious, you don’t yet have a reliable way to make AI show up for you.The problem isn’t AI. It’s how you’re using it. This course exists for that exact gap.AI is a new computiung paradigm. To use it well, you have to:<ul><li>Unlearn old patterns</li><li>Install new mindsets and habits</li><li>Build a meta-learning system that can carry your career for the next 20 years</li></ul>That's hard, and we take it seriously. This course is designed to teach you how to fish. On top of lessons and projects, we built two unique tools:<ol><li><a target="_blank" rel="noopener noreferrer nofollow" href="https://youtu.be/dXjcy6XSN_Y">A build platform</a> that consolidates key APIs and lets you deploy your projects with one command—so you can build fast, not fight boilerplate.</li><li><a target="_blank" rel="noopener noreferrer nofollow" href="https://www.superlinear.academy/c/share-your-projects/">A lifetime community</a> where you can share projects, ask questions, and get unstuck long after the course ends.</li></ol>The end of our course is the beginning of your learning, and we will be with you.

Learn AI for the Next 20 Years, Not the Next 20 Days

Engineer Robust Context to Eliminate Hallucinations

Curate "Sterile" Contexts for Peak AI Performance

Architect Multi-Agent Systems to Conquer Complexity

Define Success Criteria to Transmute from Operator to Manager

Build "White-Box" Evaluation Tools to Visualize Quality

Design Self-Healing Loops for Autonomous Optimization

Software Engineers &amp; Developers Ready to build reliable, scalable AI systems integrated into production workflows.

Technical Product Managers &amp; Strategists Seeking the hands-on knowledge to scope, architect, and guide AI initiatives with confidence.

Data Professionals &amp; Automation Experts Who want to transform proof-of-concept scripts into durable applications that multiply productivity.

AI is reshaping every industry. Adapt or risk falling behind. This course gives you the tools to stay relevant and lead the change.

CEO, Orai (AI Speech Coach)|Forbes 30U30

Danish Dhamani

CEO Orai (AI Speech Coach) | Forbes 30U30

Founder, Apollo School 

Nadim Nasser

Founder Apollo School (Exited)

Cohort 2

Cohort 3

Most professionals feel pressure to “use AI,” but end up stuck in shallow prompting, tool overload, and unreliable results. The real problem isn’t access to AI—it’s knowing how to apply it meaningfully to your actual work.This course shows you how to move from curiosity to execution. In the course, You’ll actually utilize AI to build:•⁠ ⁠slide decks and spreadsheets from rough notes •⁠ ⁠landing pages and small apps (without coding) •⁠ ⁠image generation and brand visuals •⁠ ⁠short videos for social media •⁠ ⁠AI agents that handle repetitive work for youYou won’t just learn tools; you’ll leave with systems already running in your work.

Learn how to use AI in a practical, grounded way - not hype, not theory.

Think and Operate Like an AI-Native Professional

Reclaim 5-10 Hours a Week Using AI Systems

Produce Client-Ready Assets in Minutes, Not Days

Build and Deploy AI That Works for You 24/7

Managers &amp; Team Leads: Master AI tools and workflows to boost team output, make faster decisions, and stay ahead of automation.

Consultants &amp; Analysts: Use AI to analyze faster, summarize smarter, and craft data-backed insights that wow clients.

Founders &amp; Builders: Turn ideas into systems. Automate your ops, scale lean, and focus on what truly drives growth.

Stop dabbling. Learn to wield AI and produce high quality output that you are proud of.

Chief Innovation Officer | AI Strategist

Key Data

TripShock

Expedia Group

Vrbo

Ryan Turner

Chief Innovation Officer | AI Strategist | Multiple Exits

Leaders of the pack.  First Cohort is discounted in exchange for a testimonial.

Team Alpha Super Awesome Cool Dynamite Wolf Squadron

AI won’t replace you. But someone highly skilled at using AI will.This course builds the skills that work with any tool, now and in the future.Right now, most professionals treat AI like a novelty: vague prompts, inconsistent output, and endless rewrites. The result is either low-quality work, or so much tweaking that any time savings disappear.The people pulling ahead aren’t using secret tools. They’ve learned a simple truth:The “A” in AI stands for artificial. The quality of the output is directly tied to the real intelligence of the input.Over 30 days, you’ll develop practical AI fluency through short daily exercises and live coaching. Proficient AI operators consistently save 6–10 hours per week through increased skill and repeatable processes.Enough to reclaim your Fridays if you want. More importantly, you’ll build habits that compound, so your speed and leverage continue to increase long after the course ends.You’ll also learn how to measure your time savings, so you inherently know whether AI makes "cents".Why this "Challenge" is different. • Build daily AI habits (20 min a day M-F) • Weekly Show and Tell accountability • Focuses on skills that transfers across all AI tools

Don’t get replaced by AI. Leverage it to become irreplaceable.

Aim AI Output (SIC'em)

Research Like a Pro (Without 47 Tabs)

Ship Finished Deliverables Faster

Build Workflows That Compound

Prove Your ROI (Not Just “Feel” It)

Build a Reputation for Excellence

If you are reading this on a computer, you're probably good. ;)

Basic Computer Proficiency

This is not a course to learn how to replace yourself with AI.  This is a course to craft your skills with AI. 

Have "Gumption"

Investment in yourself

Product/Project leaders drowning in docs, alignment, and stakeholder communication.

Ops/Finance/HR professionals doing recurring reports, analysis, and decisions under time pressure.

Marketers/Sales/Consultants who need fast, high-quality writing and research that still sounds like them.

Get ready to build custom AI systems that reclaim your bandwidth and transform you from an overwhelmed executor into an AI-fluent leader.

Marketing Consultant. Founder. Builder.

Silvi Specter

Marketing consultant. Founder. AI systems builder. Previously: Early Lemonade.

Cohort 1

You don't have time for another course. You're drowning in work — and now you're supposed to become an AI expert, too.Meanwhile, those who have become AI-fluent are already delivering work faster, impressing leadership, and achieving a better work-life balance. This course closes that gap in 5 weeks — with AI systems you'll actually use daily.You'll build:→ Custom voices so AI writes in the exact style you want→ AI projects loaded with all company context so you stop rebuilding from scratch→ A clear understanding of the top AI tools, how to use them, and which to ignore→ Automation workflows for the work that drains you — meeting follow-ups, emails, research synthesis, etc→ Strategic thinking systems to extract customer insights, conduct research you can trust, and challenge strategies before you present them→ Delegation frameworks so others can execute at your level without constant back-and-forthThese systems took me from 40 hours/week to 20 hours/week as a marketing consultant. And from $18k to $25k MRR.Why this works:→ You'll build AI systems for your actual work→ Every system here has been stress-tested under real metrics→ It's designed for busy leaders, not technical experts

Build AI systems for your time-intensive work & become  an irreplaceable leader.

Reclaim 5-10 hours weekly by systematizing the executional work that drowns you

Stop worrying AI will replace you — become an irreplaceable & AI-fluent marketer

Finally cut through AI tool FOMO and build your focused tech stack

Ship customer-centric content that actually sounds like your brand (not ChatGPT)

Use AI to refine your strategy and extract insights from messy data

Build delegation systems so others execute at your quality level

In-House Startup Marketerswho need to stop drowning in execution, scale their output, and look like they have a bigger team when they don't

Consultants &amp; Fractional Executivesjuggling multiple clients, rebuilding the same work every time, and struggling to get through every to-do

Solo Operators Wearing Multiple Hatsneeding to speed up your output, create content at scale, and handle marketing tasks as a non-marketer