The Research Lab -- A Premium Series by Ancestors and Algorithms
15Episodes
$10Per Episode
// Premium Masterclass Series

The Research Lab

A Premium Series by Ancestors and Algorithms

This is not another podcast. The Research Lab is a 15-episode premium masterclass series designed to transform how you use artificial intelligence in your genealogy research. Each episode is a focused, hands-on class that builds real skills you can apply immediately.

Think of it as the equivalent of a 3-day, $600 in-person workshop, delivered as audio classes at your own pace, for a fraction of the cost. Every episode includes access to a full Companion Guide.

15Premium Episodes
$10Per Episode
Companion Guides Included
// Available Now

Start Learning

Each episode is a self-contained masterclass. Purchase individually on Patreon and start building real AI skills for your genealogy research today.

Episode 0140:49

Context Engineering

You have been giving AI the wrong kind of information, and getting frustratingly wrong answers because of it. In this episode, you will learn the Case File Method™: a five-part framework for feeding AI exactly what it needs to become your most powerful genealogy research assistant. Master this one skill and every AI tool you use gets dramatically better, immediately.

Episode 021:04:18

AI Reasoning: The Thinking Machine

Three documents, three contradictions, one ancestor and an AI that just shrugged. In this episode, you will discover why most genealogists are using AI in the wrong mode, and how switching to reasoning AI transforms it from a confident guesser into a true analytical partner that can hold competing hypotheses, evaluate contradictory evidence, and work toward a real conclusion. You will also learn the Interrogation Method, a prompting technique for getting reasoning AI to challenge its own analysis in ways that consistently surface breakthroughs standard prompting simply cannot reach.

Episode 03

Your AI Research Workflow Toolkit

Great individual sessions that evaporate the moment the chat window closes...that's where most genealogists are stuck. In this episode, you'll build a three-part research architecture that ensures every AI session builds on the last, no discovery gets lost, and your results become more powerful over time. You'll walk away with three complete, copy-paste ready workflows for your most common research tasks, plus the Dual-Pass Verification technique; a two-tool method that catches the errors either tool would miss on its own.

// The Full Curriculum

Coming Soon

The Research Lab is a 15-episode series. New episodes are released regularly. Here is what is on the way.

04

Prompting for Genealogy Gold

Coming Soon
05

When AI Sees Your Documents

Coming Soon
06

Organize Everything with AI Workspaces

Coming Soon
07

AI Finds Your Hidden Patterns

Coming Soon
08

Specialized AI, Breakthrough Results

Coming Soon
09

Let AI Dig Deeper

Coming Soon
10

Master Your Research Territory

Coming Soon
11

The Honest AI Tool Verdict

Coming Soon
12

Find Records AI Can Reach

Coming Soon
13

When AI Gets It Wrong

Coming Soon
14

AI as Your Genealogy Tutor

Coming Soon
15

The Future Is Already Here

Coming Soon
// Start Your Journey

Ready to Transform Your Research?

Master the AI skills that are changing genealogy research forever. Start with Episode 1 and see the difference immediately.