LT Wilson

Making knowledge explicit. Keeping judgment with the person.

Explore the work

The methods and instruments address knowledge used during work. The books explore awareness and the language of fear.

Methods and instruments

Books

The books are published under the name Guptajyotiḥ.

Where the methods came from

In 1989, I established EOR (Establish, Organize, Represent) in my master's thesis. That work developed through LearnerFirst, enterprise Knowledge Harvesting®, and today's AI instruments.

The continuing purpose is to help people make knowledge explicit and use it during real work, with responsibility for judgment remaining with the person. In 2026, Activity introduced a conversational instrument for working with AI.

Read the documented history Read the 1989 thesis

The rules this work is held to.

  1. AI assists. It should not claim what only a person can know.
  2. Some of what matters most is known but has not been written or said.
  3. Make it visible without reducing it.
  4. AI can represent information across six of the eight ways of knowing. Body and Story require the person's lived experience.
  5. Presence is open. Action is governed: the human decides.

The distinction matters throughout this work. AI can help organize and examine information. The person remains responsible for what the account means, whether it is faithful, and how to act on it.

Notes from the field.

Research notes, release records, and reflections documenting what I have built, what I have examined, and what remains unresolved.