A quick note, you might have noticed.

The last few editions have been referencing each other a lot. Links back to previous articles. Callbacks to frameworks from earlier editions. Connections between this week's content and things I wrote months ago.

That is not an accident. And it is not me being organized.

It is the AI improving its memory.

Claude and ChatGPT are both improving at remembering context across conversations. And it is showing up in my content. The cross-references, the callbacks, the way everything ties together more naturally now. That is cognitive partnership in action. The tools are remembering what I have built and helping me connect it.

Is it a little much right now? Honestly, probably. I am aware of it and will likely dial it back on the editing side over time. But I wanted you to see it. Because this is exactly the kind of small incremental improvement that we track in this newsletter.

These are the little things. The updates that do not make headlines but change how the tools actually feel to use. And this is why we enjoy doing what we do. Sharing these moments as they happen so you can notice them in your own work too.

In this second of three articles covering the biggest week in AI this year:

Reading Time: 10-12 minutes | Listening Time: 8-10 minutes if read aloud

This is Part 2 of 3 from the biggest week in AI this year.

In Edition 333, I spent four hours in Cowork and mapped three years of my own work. I counted my 25 tools. None of them knew who I was. And I told you about Anthropic's Memory Tool and Import Memory. the infrastructure that finally lets your AI context travel with you.

In Edition 334, I broke down Anthropic's labor market study. The data that shows which jobs are most exposed. The finding that cognitive flexibility is your real job security. And the gap between what AI can do and what people are actually using it for.

Today I want to go deeper on something that connects both of those pieces.

Your brain has a cognitive profile. And for the first time, your AI can actually use it.

When I counted those 25 tools, here is what I was really describing.

I had spent three years teaching AI how I think. Thousands of conversations. Hundreds of voice-to-text sessions. Frameworks I developed. Communication patterns I refined. Preferences I had to re-state every single time I opened a new chat.

All of that cognitive context. the way I process information, how I prefer things structured, the frameworks I use to think through problems, the fact that I am dyslexic and need short paragraphs and bold keywords and no walls of text. all of it was scattered across 25 tools that did not talk to each other.

Every single morning, I paid a cognitive tax. Re-explaining myself to tools that forgot me overnight.

In Edition 324, I wrote about how voice-to-text is not a convenience for me. It is an accessibility feature. When it breaks, my entire workflow breaks. The same is true for cognitive context. When you lose the understanding an AI has built about how you think, you are not just losing convenience. You are losing the bridge between your brain and the tool.

For neurotypical users, that is annoying. For neurodivergent users, it is a barrier.

Import Memory and the Memory Tool remove that barrier.

Let me be specific about what I mean by "cognitive profile."

It is not just preferences. It is not just "I like bullet points" or "I prefer casual tone."

Your cognitive profile is the full picture of how your brain works in partnership with AI.

It includes how you process information. Whether you think in images or words or patterns or all three. How much detail you need before you can make a decision. Whether you work top-down from big picture to details or bottom-up from specifics to themes. How you communicate. whether you dictate in long streams of consciousness or short bursts. What drains your cognitive energy and what fuels it.

For dyslexic thinkers, it includes things like phonetic spelling patterns the AI should recognize. Formatting preferences that reduce cognitive load. The fact that you might say something sideways and out of order and the AI needs to follow the thread, not ask you to restructure your thoughts.

In Edition 329, I called this your Single Source of Truth. The document that tells your AI who you are so it stops hallucinating about you.

Import Memory lets you build that document once and carry it everywhere.

The Memory Tool lets Claude update it as it learns more about you over time.

And the Cognitive Partner Membership I launched in Edition 333? That is the guided version. The 30-day onboarding that walks you through building this cognitive profile step by step.

In the Cognitive Balance Model, the three phases are Human Initiation, AI Expansion, and Human Integration.

I replaced the 10-80-10 Rule with this framework because the percentages were too rigid. The balance shifts depending on the task, the context, and the person.

Now think about what happens when AI has your cognitive profile.

Human Initiation gets stronger. You do not waste cognitive energy re-explaining your context. The AI already knows your frameworks, your goals, your communication style. You can jump straight into the strategic thinking. the pattern recognition, the lateral connections, the "I see something nobody else sees" moment that dyslexic brains are built for. That is where your value lives. And now you get to start there instead of spending the first ten minutes catching the AI up.

AI Expansion gets smarter. Because the AI knows how you process information, it gives you output that actually works for your brain. Not generic output that you have to reformat. Not walls of text that you have to decode. Output that matches your cognitive style from the start. That is the difference between a tool and a partner.

Human Integration gets faster. The final phase. where you evaluate, pattern-match, and make strategic decisions. is faster because the AI's output already speaks your language. Less friction. Less translation. More energy for the high-judgment work that only you can do.

The Human Guidance Index goes up across the board.

Remember, the HGI scores each phase from 1 to 5 for a total of 3 to 15. A high score means strong human direction, effective AI scaling, and thoughtful integration. When AI has your cognitive profile, every phase gets a boost because the partnership is actually calibrated to you.

In Edition 334, I showed you the Anthropic study. The gap between what AI can theoretically do and what it is actually doing.

Here is where cognitive partnership connects to that data.

The study found that the most exposed jobs are built around sequential, repeatable tasks. The least exposed roles require judgment, context, and adaptability.

Cognitive partnership is how you move yourself from the exposed column to the resilient column.

When AI has your cognitive profile, you are not just using a tool. You are building a working relationship with a system that amplifies your judgment, your context, your domain expertise. The things that Anthropic's data says are the least automatable.

The people who treat AI as a generic chatbot they visit occasionally? They are in the exposed column.

The people who build a cognitive partnership. who invest in teaching AI how they think, who set up their Single Source of Truth, who use the Cognitive Balance Model intentionally? They are in the resilient column.

That is not speculation. That is what the data points toward.

Let me be direct about why this matters so much for our community specifically.

In Edition 323, I wrote about the loneliness of going against the grain. About not fitting in. About spending my whole life trying to explain how my brain works to people and systems that were not designed for it.

Every neurodivergent person has a version of that list. The accommodations we need. The preferences that make the difference between a tool that works for us and one that creates more cognitive load than it removes.

Import Memory means you define that list once. And carry it everywhere.

Your AI knows you are dyslexic. It knows you prefer voice-to-text. It knows your frameworks. It knows your communication style. It knows that short paragraphs and bold keywords are not a preference. They are an accessibility feature.

And you do not have to explain it again.

Think about what Makena did in Edition 325. She used ChatGPT to articulate what she already knew about our cat's medication. The AI understood her well enough to help her bridge the gap between knowing and showing. Now imagine if that AI remembered her learning style, her communication preferences, and her cognitive patterns across every conversation. Imagine if it grew with her.

That is where we are heading.

In Edition 330, I asked what humans do when AI solves all the problems. Part of the answer is this: humans become the directors. The ones who set intention. Who provide context that only lived experience can give. AI memory is what makes that direction meaningful. Because the AI actually understands who is giving the directions and how they think.

If you read Edition 333 and signed up as a founding member, your 30-day onboarding starts with exactly this. Building your cognitive profile. Importing your context. Setting up the system properly from day one.

If you have not signed up yet, here is what you can do right now on your own.

Try Import Memory. Go to claude.com/import-memory. Run the prompt in ChatGPT or Gemini or wherever you have been working. Copy the output. Paste it into Claude's memory settings. Under a minute. See how it feels to have an AI that already knows your context.

Write down your cognitive preferences. What do you always have to re-explain to new tools? What formatting works for your brain? How do you prefer information structured? What drains your energy and what fuels it? That is the beginning of your cognitive profile.

Start treating AI context as an asset. The time you have spent teaching an AI how you think is not wasted. It is valuable data about your cognitive patterns. Treat it that way. Protect it. Make it portable.

Share this with someone who needs it. If you know someone who has been hesitant to try new AI tools because they do not want to start over from scratch, this removes that barrier.

A faster model is impressive for a week. A bigger context window is useful for a project.

An AI that remembers how you think changes everything permanently.

What Anthropic built with the Memory Tool and Import Memory is not just a feature. It is the beginning of AI that truly understands cognitive diversity. That respects the time you have invested in building a thinking partnership. That does not make you start over every time something new comes along.

In Edition 333, I showed you what happens when you spend four hours in that kind of partnership. Three years of scattered work, finally connected.

In Edition 334, I showed you the data that explains why this matters for your career.

Today I am telling you: your brain has a profile now. Build it. Protect it. Carry it with you.

Because in a world where AI is getting faster and smarter every week. which we will talk about in Edition 336. the real competitive advantage is not which model you use.

It is how well that model knows you.

This is Part 2 of 3 from the biggest week in AI this year.

Previously: Edition 333 covered Anthropic's labor market study. Edition 333 introduced Import Memory, the Memory Tool, and the Cognitive Partner Membership. Edition 331 explored the generational crossroads. Edition 330 asked what problem solvers do when AI solves everything. Edition 329 introduced the Single Source of Truth.

Next: Edition 336 covers GPT-5.4 and what the acceleration of AI means for knowledge workers.

If you want help building your cognitive profile properly from the start, the Cognitive Partner Membership from Edition 333 has founding member spots still open. $19/month locked forever. 50 spots total.

[Join as a Founding Member →]

Dictated, not typed. Obviously.

🧠 Your Brain Has a Profile: Your cognitive preferences, communication style, frameworks, and processing patterns are now data that AI can carry and use. This is bigger than preferences. This is your cognitive identity.

🔧 Built on Edition 333: Import Memory and the Memory Tool were announced in Edition 333. Today we go deeper on what they actually mean for how your brain works with AI.

⚖️ Cognitive Balance Model Upgraded: Human Initiation (stronger. no re-explaining). AI Expansion (smarter. output matches your brain). Human Integration (faster. less translation needed). HGI goes up across the board.

📊 Connected to Edition 333: The labor market data says the least automatable skills are judgment, context, and adaptability. Cognitive partnership is how you build those into your daily workflow.

♿ Neurodivergent Game Changer: Define your accommodations once. Carry them everywhere. No more re-explaining to every new tool. (Remember the voice accessibility lesson from Edition 324? Same principle, bigger scale.)

👧 Makena's Lesson Scaled Up: In Edition 325, Makena used ChatGPT to bridge knowing and showing. Now imagine AI that remembers her learning style across every conversation. That is where we are heading.

🔮 Where This Is Heading: Continuous AI memory. Technology that adapts to cognitive diversity instead of requiring conformity. The answer to Edition 330's big question: humans direct, AI executes, and memory is the bridge.

🚀 Founding Members: The Cognitive Partner Membership walks you through building your cognitive profile in 30 days. 50 spots at $19/month locked forever.

🎯 Bottom Line: The real competitive advantage is not which model you use. It is how well that model knows you.

➡️ Next: Edition 336 on GPT-5.4 and the acceleration of AI.