AI for EverybodyLearn the intelligence era with better judgment.

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Current learning moveUnderstand

Follow material in an order that builds understanding.

Do nowUse this path’s learning plan

Your guide

AI and Work

Your learning move

UnderstandBuild ideas in a deliberate order.

Why this page exists

Learn is for subjects where sequence matters. The foundation comes first, the core adds depth, and thematic paths apply the ideas to a direction.

What you will leave with

Analyze work at the level of tasks, responsibilities, relationships, and workflows; distinguish automation from augmentation; place review according to stakes; and prepare concrete worker–manager conversations.

Before you begin

Every path states its level and time. AI from Zero assumes nothing.

Do this now

Choose the earliest route that feels new to you; do not start with the longest course by default.

Do now on this pageUse this path’s learning planThe plan states the outcome, time, prerequisite, immediate action, and prepared continuation.Another valid routeCompare every pathChoose by outcome, time, and subject rather than card position.

Account

Thematic path · approximately three hours

AI and Work

Plan for this page

Build connected understanding by moving through an explicit order.

You will leave with: separate task change from claims about entire roles or jobs identify where AI replaces, accelerates, reshapes, or creates work map a workflow before selecting a tool or automating a step place evidence, review, responsibility, and recovery according to consequence name the human capabilities that become more important alongside AI ask specific questions about workplace data, monitoring, expectations, and support
Time: 180 min
Before you begin: General AI Literacy provides useful context, but no coding, management title, or technical role is required.
Do this now: Read the intended outcomes, then open the first unfinished unit.

Prepared next stepTasks, roles, and jobs

Visual fieldA connected path from systems to use

Route map

Six connected units

01Tasks, roles, and jobs
02Automation and augmentation
03Workflow redesign
04Evidence, review, and responsibility
05Skills that become more important
06Worker and manager conversations

By the end of this path, you should be able to

separate task change from claims about entire roles or jobs
identify where AI replaces, accelerates, reshapes, or creates work
map a workflow before selecting a tool or automating a step
place evidence, review, responsibility, and recovery according to consequence
name the human capabilities that become more important alongside AI
ask specific questions about workplace data, monitoring, expectations, and support

30 min

Tasks, roles, and jobs

Distinguish task change from whole-job claims

Open unit

30 min

Automation and augmentation

Identify where AI replaces, accelerates, or changes work

Open unit

30 min

Workflow redesign

Map a process before adding AI

Open unit

30 min

Evidence, review, and responsibility

Place human oversight according to stakes

Open unit

30 min

Skills that become more important

Identify judgment, domain knowledge, communication, verification, and system use

Open unit

30 min

Worker and manager conversations

Ask concrete questions about data, monitoring, expectations, and support

Open unit

What you will make

My AI-and-work redesign brief

Workflow and intended result
Proposed task change
Evidence and control plan
Worker–manager questions

Path completion artifact

My AI-and-work redesign brief

Create a bounded proposal for one workflow—not a promise to automate a job. It can be revised or exported through My Map.

Workflow and intended resultProposed task changeEvidence and control planWorker–manager questionsComplete all six units before saving the path artifact.

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