For organizations and groups
Build shared capability in the room.
Keynotes create recognition. Workshops create practice. Executive briefings help leaders make better decisions. Expanded engagements give the method more room to work.
Context Training™ by Makeda Boehm
Make A.I. useful for the work you actually do.
Teach it your world so it can stop guessing and start doing useful work.
Learn with me every Sunday
Speaker · Author · Strategic A.I. Advisor
Nearly $10M in enterprise technology sales
A.I. workforce publishing daily and in five languages
Social scientist, data scientist, and author
The problem
Powerful model. Generic work.
A.I. knows language. It does not automatically know what the language means here.
Your role, standards, evidence, relationships, history, judgment, and current reality are the difference between something that sounds plausible and something you can actually use.
What Is Context Training™?Two ways to put it to work
One framework. Two different jobs.
For independent experts
Keep opportunity work moving.
EverFreely™ is being built to help find credible opportunities, understand why they fit, prepare applications and pitches from your real evidence, and track what happens next.
Currently in research and validation.
The method
Make what matters usable.
Context Training™ turns what you know into a governed foundation people and A.I. systems can use, question, correct, and carry forward.
01
Situate
Define the world, role, purpose, and work.
02
Ground
Connect claims to sources, evidence, and authority.
03
Grow
Use corrections and results to improve the system.
The proof
A.I. employees own outcomes inside my company.
The blog publishes daily. The podcast is produced in five languages. Research, production, quality checks, and distribution continue through systems trained on Seed & Society® first.
The code is not the point. The role, context, tools, evidence, boundaries, and correction loop are what make the work dependable.
See the A.I. EmployeesOutcome owner
An agent does a task. An A.I. employee owns a role inside a governed system.
The book · September 4, 2026
Context Training
Teach A.I. Your World So It Stops Guessing and Starts Working for You
Media from the field
Work, place, systems, and the life they make possible.
The newsletter, podcast, and The Connectors Market™ follow Context Training™ into real work and real life: A.I. systems, opportunity, institutions, travel, food, culture, and ownership.
Makeda Boehm
I build the systems, use them, and teach what survives contact with real work.
I am a Strategic A.I. Advisor, social and data scientist, founder, author, and speaker. My work connects technical capability to the human context that gives it meaning.
The Sunday letter