Orient
5 min AI is not one thing
“AI” is a label over many different systems. Name the specific one in front of you.
LifeWorkBuildLead
Open landmark →EXPLORE THE ATLAS
Places to build
judgment.
Switch your lens to change examples and recommendations. The underlying concepts stay shared and trustworthy.
WHAT THIS ISA landmark is one idea you can learn in about five minutes, ending in a decision you make. Rings group them by how far along you are, not by topic. See the legend
12 landmarks visible
Orient
5 min AI language changes
“Reasoning”, “agent”, “thinking”, “understands” are marketing labels as much as technical terms. Read past them.
LifeWorkBuildLead
Open landmark →Orient
5 min Automation and autonomy
There’s a spectrum from a fixed script to a system that decides its own next steps — and picks where a human approves.
LifeWorkBuildLead
Open landmark →Orient
6 min Capabilities and limits
Today’s AI is reliable at reshaping text you give it — and unreliable at recalling facts from memory.
LifeWorkBuildLead
Open landmark →Orient
5 min Fluent is not true
Confident, well-written output is not evidence. The failures look exactly like the successes.
LifeWorkBuildLead
Open landmark →Orient
5 min Machine learning
Machine learning finds patterns in examples instead of following rules someone wrote by hand.
LifeWorkBuildLead
Open landmark →Orient
6 min Model, product, system
The model is the engine; the product wraps it; the system is everything — where the real decisions live.
LifeWorkBuildLead
Open landmark →Orient
5 min The AI already around you
Most AI in your life isn’t a chatbot — it’s quietly ranking, filtering, and recommending. Notice it.
LifeWorkBuildLead
Open landmark →Orient
5 min The context window
A model only “sees” what’s in its current window. Everything else — earlier chat, unshared files — is invisible.
LifeWorkBuildLead
Open landmark →Orient
5 min Training and use are different
Chatting with a model doesn’t teach it. Whether your data trains a future version is a separate, checkable question.
LifeWorkBuildLead
Open landmark →Orient
6 min What “generative” means
Generative models predict plausible next pieces — words, pixels — rather than looking answers up.
LifeWorkBuildLead
Open landmark →Orient
5 min Your first boundary
Before using AI for anything, decide what it must not touch and where a human stays in charge.
LifeWorkBuildLead
Open landmark →