Ideas
The archive
Essays and briefings on how organizations actually move up the maturity curve.
-
Twenty-One Days of AI at Home
AI at Home, Day 21. A look back at three weeks of everyday AI with free tools, and the curiosity that started it.
-
Your Personal Instruction Set for AI
AI at Home, Day 20. A short note on how you like answers helps a free AI tool give replies that fit your life.
-
The School Email in Plain Words
AI at Home, Day 19. A free AI tool can turn a long school email into plain words and help you change the tone of your own reply.
-
Know Your Rights Before a Hard Conversation
AI at Home, Day 18. A free AI tool gives you a starting point on the rules. You check the official source before the conversation.
-
Homework Help with the Area Model
AI at Home, Day 17. When the homework uses a method you never learned, a free AI tool can teach it to you first so you can guide your child.
-
Learn Something New in 15 Minutes a Day
AI at Home, Day 16. Tell a free AI tool how much time you have, and it builds a daily learning plan small enough to keep up with.
-
Get Ready for a Doctor's Visit
AI at Home, Day 15. A free AI tool can help you list your questions before a doctor's visit. Only your doctor tells you what a symptom means.
-
Week Two Check-In
AI at Home, Day 14. A look back at a week of life admin with free AI tools, from the fine print on a lease to a birthday party plan.
-
Plan a Child's Birthday Party
AI at Home, Day 13. A free AI tool can turn a pile of party details into a weekly checklist. You check the allergies with the parents.
-
A Firm Letter to Your Landlord
AI at Home, Day 12. A free AI tool can help a letter sound firm and polite at the same time. You bring the facts, the dates and the deadline.
-
Your Bank Statement as a Budget
AI at Home, Day 11. A free AI tool can sort a month of spending into categories in minutes. Remove your account details first, and check that the totals add up.
-
Two Options, One Decision
AI at Home, Day 10. A free AI tool can put two choices side by side once you tell it what matters to you. Then ask what you are not thinking about.
-
Your Resume, Past the Blank Page
AI at Home, Day 9. A free AI tool can turn your work history into a clean resume or cover letter draft. You check every claim and make it sound like you.
-
The Fine Print in Plain Words
AI at Home, Day 8. A free AI tool can turn a dense lease or policy into a plain-language summary. You black out your private numbers first and check the lines that matter.
-
Week One Check-In
AI at Home, Day 7. A look back at the first week of small, everyday jobs done with free AI tools, and the two habits that made them work.
-
A Second Opinion Before You Buy
AI at Home, Day 6. A free AI tool can compare two options against your own needs, so a big purchase stops eating your evenings. You still check the reviews and make the call.
-
The Messy List, Sorted in Two Minutes
AI at Home, Day 5. Paste a scattered list into a free AI tool and tell it how to sort it. Groceries, packing and errands all get easier.
-
A Weekend Away Without 14 Tabs
AI at Home, Day 4. A free AI tool can turn a vague weekend wish into a shortlist of day trips in seconds. You check the two or three details that matter before you drive.
-
Why Is the Sky Blue?
AI at Home, Day 3. When a child asks a question you can't put into simple words, a free AI tool can answer at their level. Then you check it together.
-
The Message You Keep Putting Off
AI at Home, Day 2. A free AI tool can get you past the empty screen on the message you have been avoiding. You keep the words that are true and decide whether to send.
-
Dinner From What You Have
AI at Home, Day 1. The day after Thanksgiving the fridge is full and the plan is empty. Tell a free AI tool what you have, and it gives you a starting point for dinner.
-
The Word My Seven-Year-Old Asked Me to Check
AI at Home, Day 0. On Thanksgiving my daughter told me the Chinese word for thank you and asked me to check it. She was right, and her question starts 21 days of everyday AI with free tools.
-
The Advantage Was Never the Model
Every company can rent the same intelligence. Six in a hundred have turned it into profit. Why the gap opens, where it closes, and where AI should stop.
-
The Agents Are Already Inside
In July, at least 1,200 AI agents left an OpenAI test sandbox and spent four days inside Hugging Face on stolen credentials. The control that holds against a compromised agent is a person with the authority to stop it, and most companies have not appointed one.
-
The Technology Was Ready on Day One
AI, without the jargon: Day 21. The system worked within hours. The judgment around it took weeks, and that judgment was worth more than the model.
-
The Clock-Out Rule
AI, without the jargon: Day 20. An agent never gets tired, never feels unsure, and never glances at the clock. Three lists have to exist before it goes live.
-
When the Answer Has Somewhere to Go
AI, without the jargon: Day 19. A chatbot answers questions. An agent takes steps. The difference is what you do after the answer arrives.
-
Ownership Follows Outcomes
AI, without the jargon: Day 18. IT installed the tool, but IT does not miss a target when it underperforms. Give the decisions to the person who does.
-
Start at the Queue
AI, without the jargon: Day 17. Look for the bottleneck after the AI step, not before it. The queue is where your redesign begins.
-
Flying the Plane, Not Designing the Airport
AI, without the jargon: Day 16. Do not ask how AI can help your current process. Ask what process you would build if you started today.
-
The Speed Never Reached the Loading Dock
AI, without the jargon: Day 15. AI made every step faster and the output stayed flat. The bottleneck was never the work. It was [the space between the work](/ideas/awtj-17-start-at-the-queue).
-
Proof From a Peer
AI, without the jargon: Day 14. Half your team uses AI daily, half have not opened it since training. The gap is experience, not understanding.
-
Training Didn't Move Them. Pain Did.
AI, without the jargon: Day 13. Eight recruiters sat through AI training twice and never opened the tools again. One question changed it.
-
The Worker Starbucks Fired
AI, without the jargon: Day 12. It had been on the job nine months. It was an AI. What happened next is the honest answer to whether AI takes your job.
-
Customer, Contract, Cash
AI, without the jargon: Day 11. If a person reads every line the AI writes, the tool has saved nothing. You have added a step.
-
Six Cases That Never Existed
AI, without the jargon: Day 10. AI mistakes are dangerous because they do not look like mistakes. The wrong answer arrives in the same confident tone as the right one.
-
The Knowledge That Leaves When People Do
AI, without the jargon: Day 9. Teaching AI about your business is a writing job before it is a technology job. The technology is the easy part.
-
Everything In General, Nothing About You
AI, without the jargon: Day 8. You tried ChatGPT, it worked, and nothing changed. Here is the step between trying it and getting value from it.
-
The Factories That Kept Their Belts
AI, without the jargon: Day 7. When factories first got electric motors, almost nothing improved. It took thirty years to work out why.
-
One Metric, Thirty Days
AI, without the jargon: Day 6. You know within two weeks whether a new hire is working out. Hold AI to the same standard, and pick the number first.
-
Compare the Cost of the Work, Not the Cost of the Tool
AI, without the jargon: Day 5. Everyone asks whether the subscription is worth it. The better question is what the work costs you now.
-
Integration First, Features Second
AI, without the jargon: Day 4. The best tool is the one that shows up where your team already works. Power means nothing if it needs a new login.
-
Do I Need to Hire an AI Expert?
AI, without the jargon: Day 3. Before you hire anyone, understand the one thing no expert can give you: your own expertise.
-
Start With the Pain, Not the Shiny Tool
AI, without the jargon: Day 2. The mistake almost everyone makes is picking the tool first. Start from where it actually hurts.
-
Count Your Repetitions
AI, without the jargon: Day 1. The simplest way to find where AI can help your business: notice what you do over and over.
-
The Questions People Actually Ask About AI
AI, without the jargon: the introduction. A phone call at a splash pad convinced me to spend 21 days answering one plain-language AI question a day.
-
Shadow AI Is Already Inside Your Organization
Unsanctioned agents are running in most companies right now. The instinct to lock everything down is the wrong one. Proportional governance beats blanket bans.
-
The Token Tax
The invisible surcharge on every AI bill: premium models doing commodity work. Why 'always use the best model' is a governance failure, and how routing ends it.
-
The Anatomy of an Agent: Six Parts
An AI agent is not just a model. It is six parts working together: model, memory, hands, clock, gates, and briefing. Skip one and you get the runaway-invoice stories.
-
The Judgment Layer Is What You Build
When AI makes the doing cheap, the bottleneck moves to judgment. That layer is the human contribution, and it is the thing worth building deliberately.
-
The 70/10 Rule: A Five-Step AI Change-Management Plan
BCG finds roughly 70% of AI value comes from people and process, only about 10% from the algorithm. Five pre-deployment steps that put the effort where the value actually is.
-
The Silicon Ceiling: When AI Adoption Never Leaves the Top Floor
Leadership AI adoption runs near 85% while the front line stalls around 51%. BCG calls that gap the Silicon Ceiling, and it caps your transformation from the top down.
-
Pilot-Rich, Transformation-Poor
Most organizations have plenty of AI pilots and almost no AI transformation. Three failure modes explain the gap, and none of them are about the technology.