Course outline
Module 1
Module 1: Rethinking Time in an Age of AI Assistants
Rethinking Time in an Age of AI Assistants
Knowledge check
Q1. Which of the following best describes the core shift in thinking about time when AI assistants handle routine tasks?
- A. Time becomes less important because tasks no longer require any human attention
- B. Time shifts from being spent on execution toward being spent on judgment, direction, and meaningful decisions ✓
- C. Time must be tracked more precisely down to the second for every AI-assisted action
- D. Time management becomes unnecessary because AI schedules everything automatically
Why: AI assistants take over much of the execution work, so the human role moves toward setting goals, making judgment calls, and deciding what matters. The value of time comes from how it is directed, not just how it is filled.
Q2. What is a 'productivity paradox' often discussed in relation to AI tools?
- A. AI tools always reduce the total hours people work to zero
- B. Time saved by AI is sometimes absorbed by new tasks, expectations, or more frequent communication rather than freed up for rest or deep work ✓
- C. AI tools make people less capable of completing any task on their own
- D. The more AI tools a person uses, the slower their computer becomes
Why: The paradox is that efficiency gains often get reinvested into more output or more demands instead of leisure or focus. Recognizing this helps people intentionally decide where saved time goes.
Q3. Which practice best helps a person make the most of an AI assistant's time-saving capabilities?
- A. Delegating every decision to the assistant without review
- B. Using the assistant to draft and organize work, then reserving personal time for review, prioritization, and creative thinking ✓
- C. Avoiding the assistant entirely to maintain full manual control
- D. Asking the assistant to generate as many tasks as possible to stay busy
Why: Pairing AI execution with deliberate human review and prioritization keeps quality high and ensures the time saved is used on what matters most, rather than creating busywork.
Q4. Why is 'time blocking' still valuable in an era of AI assistants?
- A. AI assistants cannot read calendars, so blocks must be set manually
- B. It protects focused attention from fragmentation, which AI notifications and quick requests can easily erode ✓
- C. Time blocks are required by law for any work involving AI
- D. It eliminates the need to set priorities because every block is automatically important
Why: Even with AI handling tasks, constant interruptions and rapid requests can fragment attention. Time blocking deliberately protects periods for deep work and reflection.
Q5. What is a sensible first step when rethinking your personal time with AI tools?
- A. Immediately automating every recurring activity in your life
- B. Tracking how you currently spend your time to identify where AI can genuinely help and where human attention is essential ✓
- C. Buying the most expensive AI subscription available
- D. Stopping all planning because AI will plan for you
Why: Understanding your current time use reveals which tasks are repetitive and suitable for delegation and which require your personal judgment or presence. This evidence-based starting point leads to better decisions than blanket automation.
Module 2
Module 2: Attention as the New Scarce Resource
Attention as the New Scarce Resource
Knowledge check
Q1. Which idea best explains why attention is described as a scarce resource in the modern economy?
- A. People have less physical energy than they did in the past
- B. Information and digital distractions are abundant, while the human capacity to focus on any one thing is limited ✓
- C. Governments restrict access to the internet for most citizens
- D. Companies have stopped producing new content for consumers
Why: Information and content are produced in vast quantities, but each person has a finite amount of focused attention, so attention becomes the bottleneck that is valuable and in short supply.
Q2. What is the term for the state of focused, sustained concentration on a single task without distraction?
- A. Multitasking
- B. Deep work ✓
- C. Passive scrolling
- D. Context switching
Why: Deep work, a term popularized by Cal Newport, refers to professional activities performed in a state of distraction-free concentration that pushes cognitive capabilities to their limit.
Q3. Why does switching rapidly between tasks reduce overall productivity?
- A. It causes the brain to stop producing memories
- B. Each switch incurs a cognitive cost as the mind reorients, slowing performance and increasing errors ✓
- C. It drains the battery of digital devices faster
- D. It prevents the body from receiving enough oxygen
Why: Context switching requires the brain to disengage from one task and reload the mental state for another, which takes time and leaves residual attention on the previous task, reducing efficiency and accuracy.
Q4. Which practice is most directly aimed at protecting attention from digital interruptions?
- A. Increasing the screen brightness on devices
- B. Turning off non-essential notifications and scheduling specific times to check messages ✓
- C. Keeping more browser tabs open at once
- D. Installing more apps on a phone
Why: Limiting notifications and batching communication into set periods reduces the number of unplanned interruptions, helping to preserve focus for important work.
Q5. What does the phrase 'attention residue' describe?
- A. The leftover thoughts about a previous task that continue to occupy the mind after switching to a new one ✓
- B. The dust that accumulates on computer keyboards over time
- C. The amount of data stored in a user's browser cache
- D. The fatigue felt after a long period of physical exercise
Why: Attention residue, a concept from researcher Sophie Leroy, describes how part of your mind stays focused on an unfinished task after you move on, lowering your performance on the new task.
Module 3
Module 3: Personal Knowledge Systems and Second Brains
Personal Knowledge Systems and Second Brains
Knowledge check
Q1. What is the core idea behind a 'second brain' in personal knowledge management?
- A. Storing all your memories in a single digital device so you never forget anything
- B. Capturing and organizing information externally so you can retrieve and build on it later instead of relying solely on memory ✓
- C. Using artificial intelligence to replace your own thinking entirely
- D. Memorizing large volumes of facts through repetitive practice
Why: A second brain is an external system for capturing, organizing, and retrieving information, which frees your working memory for creative and analytical thinking rather than storage.
Q2. Which of the following best describes the 'CODE' framework popularized by Tiago Forte?
- A. Create, Organize, Delete, Evaluate
- B. Capture, Organize, Distill, Express ✓
- C. Collect, Outline, Draft, Edit
- D. Connect, Observe, Decide, Execute
Why: CODE stands for Capture, Organize, Distill, and Express, describing the workflow of gathering information, sorting it into actionable structure, condensing it to its essentials, and sharing or using it to create output.
Q3. What is the main purpose of organizing notes by 'actionability' in a PARA-style system?
- A. To alphabetize notes so they are easy to search by title
- B. To group information by how actively you need it, such as Projects, Areas, Resources, and Archives ✓
- C. To ensure every note is tagged with a color for visual appeal
- D. To limit the total number of notes you are allowed to keep
Why: PARA organizes information by its relevance to current action: Projects have deadlines, Areas are ongoing responsibilities, Resources are topics of interest, and Archives hold inactive material, making it easier to find what matters now.
Q4. Why is 'progressive summarization' useful in a personal knowledge system?
- A. It deletes older notes automatically to save storage space
- B. It layers highlights and summaries over time so the most valuable insights become quick to find on later review ✓
- C. It converts all notes into audio files for listening
- D. It requires you to rewrite every note from scratch each week
Why: Progressive summarization adds successive layers of highlighting and condensing to a note each time you revisit it, so the essential ideas rise to the surface without requiring you to reread everything in full.
Q5. What is a key risk of building a large personal knowledge system without a clear purpose?
- A. It will always become too small to be useful
- B. It can turn into a hoarding habit where capturing information feels productive but little is ever applied or used ✓
- C. It makes it impossible to use any digital tools
- D. It forces you to share all your notes publicly
Why: Without a purpose tied to projects or decisions, people often collect large amounts of information that never gets used, creating the illusion of productivity; linking capture to application keeps the system valuable.
Module 4
Module 4: Automating the Routine Without Losing Judgment
Automating the Routine Without Losing Judgment
Knowledge check
Q1. Which task is generally the best candidate for automation in a personal productivity routine?
- A. Deciding which project to prioritize for the quarter
- B. Sorting and labeling incoming receipts into expense categories ✓
- C. Writing a personal apology to a friend after a conflict
- D. Choosing whether to accept a new job offer
Why: Sorting and labeling receipts is repetitive, rule-based, and low-stakes, so it can be automated safely. The other options require personal values, relationship judgment, or significant life decisions that should stay with the person.
Q2. What is a sensible first step before automating a routine task?
- A. Automate it immediately to save as much time as possible
- B. Document the steps you currently take and identify where judgment is required ✓
- C. Delete the task so you no longer have to think about it
- D. Ask a colleague to take over the task permanently
Why: Documenting the current steps reveals which parts are mechanical and which involve judgment calls. This prevents automating decisions that actually need human review.
Q3. An automated email filter starts moving important client messages to a spam folder. What does this best illustrate?
- A. Automation should never be used for email
- B. Automated rules need periodic review because they can fail silently when conditions change ✓
- C. Spam filters are always more accurate than humans
- D. Clients should be told to stop emailing
Why: Rules that worked well initially can drift out of step with real conditions, and failures may go unnoticed. Periodic review keeps automation aligned with your actual needs.
Q4. Which approach best preserves judgment while still saving time?
- A. Let the automation act on everything with no visibility
- B. Use automation to prepare and suggest actions, while you approve decisions with meaningful consequences ✓
- C. Avoid automation entirely to keep full control
- D. Automate decisions first and review them only once a year
Why: Having automation draft or recommend actions removes repetitive work while keeping a human in the loop for consequential choices. This balances efficiency with accountability.
Q5. Why is it risky to automate a task you no longer understand how to do manually?
- A. Automated tools always require manual input to function
- B. You may be unable to detect errors or notice when the automation produces wrong results ✓
- C. It takes longer to set up automation for complex tasks
- D. Automation is only legal for tasks you can perform by hand
Why: If you lack the underlying knowledge, you cannot judge whether the output is correct. Keeping enough understanding to spot mistakes is essential to retaining judgment.
Module 5
Module 5: Habit Design for Lasting Focus
Habit Design for Lasting Focus
Knowledge check
Q1. Which principle from habit design research suggests that making a desired behavior easier to start increases the likelihood it will be repeated?
- A. Habit stacking with unrelated tasks
- B. Reducing friction to lower the barrier to starting
- C. Increasing the reward size after each session
- D. Setting longer-term deadlines for each goal
Q2. A student wants to build a daily focus habit. Which implementation intention best follows the 'if-then' format recommended in habit research?
- A. I will try to be more focused when I have time.
- B. I will focus more often this week.
- C. When I sit down for my morning coffee, I will open my notes and write one key idea.
- D. I want to become someone who studies a lot.
Q3. What is the main purpose of habit stacking in focus-building routines?
- A. To complete multiple unrelated tasks at the same time
- B. To attach a new behavior to an existing routine so the cue is already built in
- C. To eliminate all breaks during the workday
- D. To track habits using a digital app automatically
Q4. Why do beginners often find it hard to sustain a focus habit beyond the first few weeks?
- A. Focus habits cannot be learned by beginners at all
- B. The initial sessions are usually too short to produce any benefit
- C. The habit is often too ambitious at the start, leading to burnout and abandonment
- D. Habits only form after exactly 100 days regardless of effort
Q5. Which practice helps make a focus habit more durable over time?
- A. Starting with the longest possible session to prove commitment
- B. Checking progress only once a month to avoid distraction
- C. Celebrating completion immediately with a small, satisfying reward
- D. Changing the habit's location and cue every day for variety
Module 6
Module 6: Digital Wellbeing and Sustainable Output
Digital Wellbeing and Sustainable Output
Knowledge check
Q1. Which of the following is the best description of 'digital wellbeing'?
- A. Maximizing the number of hours spent on productive apps each day
- B. Maintaining a healthy relationship with technology so that it supports rather than undermines your physical, mental, and social health
- C. Eliminating all digital devices from daily life
- D. Using the newest software to automate every task
Q2. What is the main risk of constantly switching between tasks throughout the workday?
- A. It always improves creativity by introducing variety
- B. It has little effect on output because people adapt quickly
- C. It increases cognitive load and typically reduces the quality and speed of work
- D. It guarantees better memory retention of each task
Q3. Which practice best supports sustainable output over the long term?
- A. Working continuously without breaks until a task is finished
- B. Scheduling regular rest periods and recovery time between focused work sessions
- C. Checking email and messages every few minutes to stay responsive
- D. Increasing working hours whenever a deadline approaches
Q4. What is a 'digital boundary' in the context of personal productivity?
- A. A firewall that blocks all websites at work
- B. A limit on when, where, or how technology is used, such as no work notifications after a set hour
- C. A rule requiring a specific number of social media posts per day
- D. A software license restricting who can access company files
Q5. Why is sleep important for sustainable productivity?
- A. Sleep has no measurable effect on attention or decision-making
- B. Sleep only matters for physical fitness, not mental performance
- C. Adequate sleep supports memory consolidation, attention, and emotional regulation, all of which underpin consistent output
- D. Reducing sleep allows more hours for digital tasks without any cost
Module 7
Module 7: Planning for Uncertainty in a Fast-Changing World
Planning for Uncertainty in a Fast-Changing World
Knowledge check
Q1. Which approach best helps a person plan when the future is highly uncertain?
- A. Creating a single detailed plan and sticking to it no matter what changes
- B. Building flexible plans with checkpoints where you reassess your goals
- C. Avoiding planning entirely until circumstances become predictable
- D. Predicting the most likely future and planning only for that outcome
Q2. What is a 'scenario plan' in personal planning?
- A. A detailed daily schedule for the coming year
- B. A set of different possible futures, each with a response strategy prepared in advance
- C. A list of goals ranked by how easy they are to achieve
- D. A backup copy of all your important documents
Q3. Why is a regular personal review useful when planning for uncertainty?
- A. It guarantees that your predictions will become accurate over time
- B. It lets you check whether your assumptions still hold and adjust your plans
- C. It eliminates the need for any contingency planning
- D. It keeps your schedule fixed so you never need to change it
Q4. Which of the following is an example of building resilience into a personal plan?
- A. Committing all of your savings to a single long-term project
- B. Keeping an emergency fund and developing skills that apply across several fields
- C. Relying on one income source because it has always been stable
- D. Setting goals that depend entirely on conditions you cannot influence
Q5. What is the main risk of treating your current plan as fixed and final?
- A. You will spend too much time reviewing your progress
- B. You may fail to notice and respond when circumstances have changed
- C. Your goals will become too easy to achieve
- D. Other people will find it harder to understand your priorities