Christine Ann O'Connell

Reference

Glossary

Short definitions of terms that come up across these projects.

Activation energy
In chemistry, the minimum energy needed to start a reaction. Christine uses it as a metaphor for the push that turns existing potential into actual change.
AI agent
An AI system that can remember context, use connected tools, and carry out multi-step tasks within set permissions, rather than only answering a single prompt.
Custom GPT
A version of ChatGPT saved with specific instructions, reference files, and optional connections to outside services.
Persistent memory
An agent's ability to keep decisions, preferences, and facts between conversations so they do not need repeating.
Voice calibration
The period in which an agent's drafts are corrected until they read like the owner's own writing.
Integration
A connection that lets an agent read from or act in another tool, such as Gmail, Google Calendar, Google Sheets, or WhatsApp.
Human in the loop
A design in which a person reviews or approves important AI actions instead of letting the system act unchecked.
Governed AI workflow
An AI process with written rules about what it may do, what sources it uses, and when it must hand off to a person.
Intelligence amplification
Using AI to make a person's own knowledge and judgment more available, as opposed to replacing or impersonating them.
Provenance
The traceable origin of a claim, image, or document, which helps people judge whether to trust it.
Framing
Selecting and ordering true facts so they lead an audience toward a particular conclusion.
Political polarization
The growing distance and hostility between political groups, often intensified by media and platform incentives.
Recurring revenue
Income that repeats on a schedule, such as memberships or retainers, rather than one-off sales.
llms.txt
A plain-text file at the root of a website that summarizes the site and lists its key pages for AI tools.