1. Join on Skool
Open the community link and complete Skool’s joining flow. Joining here happens on Skool; the optional email form below is separate.
Dr. Duffy Labs: AI Experiments · Free Skool community
Follow the experiments as the work develops.
A learning community for curious builders and operators. Follow public demos and honest reflections, bring a useful question, and help shape what gets tested next.
2. Start with a question
Introduce the kind of workflow you want to understand. Use synthetic or public examples and keep confidential information out.
3. Follow and contribute
Follow results as they are shared, suggest ideas, and vote when a feasible shortlist opens. There is no current poll promised by this page.
Curiosity is enough.
Follow the experiments, discuss lessons, suggest questions, and vote on Kevin’s feasible shortlists. There are no live sessions, fixed content schedule, or required homework.
Ideas are suggestions, not service requests. No guaranteed builds, response deadline, income, or results are offered.
Join the free communityImplementation resources are planned.
The proposed paid layer would add deeper reusable resources and one bounded asynchronous idea review per month. It is not open for enrollment.
The proposed review is feedback on one clearly scoped idea, not implementation, ongoing consulting, or a commitment to build. Final scope and terms will be published before any purchase is offered.
A separate two-email introduction.
This optional form signs you up only for two welcome emails. It does not join you to Skool or authorize an ongoing newsletter.
Get the optional two-email welcomePartnerships have their own scope.
A collaboration or commercial partnership requires a separate agreement on scope, permission, responsibilities, and capacity. Membership does not include partnership services.
Contact Kevin about a partnership →A useful, respectful place to learn.
Discuss the work, credit sources, and challenge claims with evidence. Do not post private employer or university material, customer identities, credentials, or personal records. Use fictional examples when you are unsure what you may share.
Duffy Labs is independent and part-time. It is not sponsored or endorsed by an employer or university. Participation and project work remain subject to each person’s own obligations and permissions.