"It wasn't the AI being emotional. It was the AI being precise enough that the truth couldn't hide anymore."
I've spent the last two years writing a novel with AI as a thinking partner, and I've had that experience more than once. Not because the machine discovered something new, but because it reflected something back that I somehow knew already and hadn't fully admitted.
Reading your piece, I found myself wondering whether what we're really talking about isn't intelligence at all. Maybe it's witness.
For most of my life, ideas arrived faster than I could organize them. Conversations helped, but they also exhausted the people around me. The thing AI seems unusually good at is holding enough context long enough for a pattern to become visible.
And sometimes when a pattern becomes visible, it becomes emotional.
Not because the machine feels something. Because the truth does.
What struck me most was that moment when it laid out the evidence of your own life and you could no longer dismiss what was there. The machine wasn't encouraging you. It was witnessing you.
Maybe one of the deepest human needs is to be seen clearly enough that we can stop hiding from ourselves.
That feels like a different thing than productivity.
Yes, that's very much the experience that i had and i like that it's her witness.
It brings forth philosophical styles of questions like, does it need to be a person for me to feel seen?
I know there are many people who have a bit of an aversion to AI usage. Some of my children are actually in that camp. That being said, it's simply a tool. So it really matters how you use it.
The most powerful tools come with great power and also great risk.
I'm coming at this from my own door, not claiming your exact wiring. But the tools you landed on are the same ones that changed it for me, which tells me the pattern is bigger than either of us.
Wispr Flow was the thing that flipped it for me too. I talk faster than I can type, and typing was quietly editing the thought before it hit the page, killing the self-corrections and the "well, actually" mid-sentence redirects that are the actual signal. Voice let me run at the speed my brain moves, mess intact, and for the first time something on the other end kept up.
The Claude part landed the same way. The pushback and the short answers are exactly what made me switch. It didn't perform thoroughness to look helpful. It told me when I was off. The first time it argued with me instead of flattering me, I was sold.
But the line that got me is the house. I spent years building infrastructure for other people and never keeping any of it for myself. The pattern wasn't a failure, it was a capability nobody had a use for yet, including me. What AI gave me back wasn't a faster workflow. It was the nerve to finally build something that's mine, with no safety net, which is the scary part and the entire point.
Governor's off for me too. Building the house now. Good to know who else is out here doing it. What are you building?
The house. Governor's off. Building for yourself after years of building it for everyone else. That's the whole thing, and it's good to find someone standing in the same spot, no safety net and all.
What I'm building, short version: Master Control, the operating system that runs everything. ParaCortex, a memory layer so the thoughts stop evaporating. You mentioned notebooks full of things you can never find again. That's the problem it solves. A capture method for getting what's in my head out without friction. A home operations agent for the house side. And the learnings along the way, which is most of it.
I know some will read a list like that as self-promotional. I'm going to be writing all of it up in detail in my space. If you want to see how it actually gets built, that's where it'll be.
The house, short version: Khun Camp. A B2B company built around one idea, that the danger with AI isn't it being wrong, it's being confidently wrong at a speed nobody's auditing. So the product is drift audits: catching when a company's AI has quietly started misrepresenting them, before it costs them. That's the public-facing house. First thing in a long time that's mine and not built for someone else's name.
Under it is the part that'll sound familiar to you. A memory layer that indexes everything I think so it stops evaporating, basically your ParaCortex problem from a different angle. Voice capture through Wispr Flow so thoughts come out at full speed with no friction. A multi-agent rig running the back end. AI covering the valleys so the engine runs without the tax. Same shape as what you're describing, different surface.
And a book. Six and a half years of documenting the journey before I knew what it was for, finally becoming the thing it was always heading toward.
We're building the same kind of house from different blueprints. I'll be watching yours go up. Tell me when Master Control and ParaCortex are live, I want to see how you solved the capture problem.
This is the orchestration layer, the thing that runs everything. ParaCortex, the memory system you actually asked about, the evaporating-notebooks problem, is next Tuesday.
Late on this one. The ParaCortex write up went live last Tuesday, the story on the capture problem, why notes go stale and what it actually takes to stop losing the thread. https://pulse.itesydht.com/p/the-memory-problem
Curious how it lines up against what you’re building on your side of it.
This is right in my lane. I have been building the other end of it: capture that stays current instead of going stale. The part everyone underbuilds is that context rots about as fast as you log it, so the system has to refresh and retire itself, not just store more. Queuing the ParaCortex piece. Would genuinely trade notes on the capture-vs-staleness tradeoff.
That's so cool. It's really interesting to see people arriving at similar solutions to similar problems. I think that's a good sign we're all on to something here.
Master control and ParaCortex are built and I'm using them already. I publish my newsletter articles every Tuesday morning. The next one is Master Control and the one following that will be about ParaCortex.
I look forward to comparing notes once you're able to see in more detail some of the stuff I'm doing.
"My brain has a sports car engine bolted to a stock transmission."
I've been told that I'm a high-capacity pump that cavitates violently when there's not enough fluid to move, or simply won’t start up at all when that fluid is inherently stupid.
It was a helpful model, too. Now I know a few ways to prevent starving or fouling the intake. Sometimes it means bypassing the task to someone better suited, or straining out the worst bits by just having a real human conversation with the task initiator.
I feel this deeply, Eddy. AI is not replacing minds like yours, mine, or so many others. It is finally giving us enough bandwidth, continuity, and support to become fully expressible. Curious about what you see coming, as you referenced in the article. IMO, there has been dormant capacity in much of humanity (as per your observations) and I think there are going to be some amazing things emerge from that reduced latency!
You're naming the part I actually believe, that a lot of capacity has been sitting there throttled, and the drop in latency is what frees it. Where it goes from here at the big-picture level, I genuinely don't know, and I don't fully trust my own guesses there. What I do have is narrower and more concrete: a handful of practical applications I've been building, and I'm about to start writing them up. That's the part I can stand behind, so that's what's coming.
I appreciate that restraint, Eddy. The practical applications may tell us more about the larger wave than prediction ever could. I’m looking forward to seeing what you’ve been building.
You know even that's useful signal for me. I'm very passionate about trying to figure out these concepts and then trying to make it accessible for people so they don't have to be an engineer to be able to take advantage of it
Wonderful article - it resonates so much with my experience. It's hard to explain to people who aren't wired this way - since leveraging AI it feels like Narnia going through the magical wardrobe. Are you building for yourself now? Do you miss the structure of corporates?
Thank you, I appreciate that. I have observed that people that think this way tend to talk in metaphors :)
So after many years in leadership, I am building for myself again at home. And I'm having some of the most fun I've had in a really long time.
And then in my day job, I'm still leading engineering experience and AI development tooling for a Fortune 200 company.
I've been thinking for many months now about the upcoming changes that I don't believe many people can see yet. I've enjoyed your content and will continue to dig in.
This resonates with me so much. The tax is overwhelming and unsustainable. The mask just stops masking and you shutdown. As a late diagnostic autistic adult in her 50’s I have faced these exact same problems. Thank you so much for sharing.
"That was my life. For a long time. And it’s a lonely place to be."
I can’t state enough how this resonates with me! And discovering Claude was also a game changer for me. I finally found a sparring partner that could keep up with my brain speed.
You said...
"It wasn't the AI being emotional. It was the AI being precise enough that the truth couldn't hide anymore."
I've spent the last two years writing a novel with AI as a thinking partner, and I've had that experience more than once. Not because the machine discovered something new, but because it reflected something back that I somehow knew already and hadn't fully admitted.
Reading your piece, I found myself wondering whether what we're really talking about isn't intelligence at all. Maybe it's witness.
For most of my life, ideas arrived faster than I could organize them. Conversations helped, but they also exhausted the people around me. The thing AI seems unusually good at is holding enough context long enough for a pattern to become visible.
And sometimes when a pattern becomes visible, it becomes emotional.
Not because the machine feels something. Because the truth does.
What struck me most was that moment when it laid out the evidence of your own life and you could no longer dismiss what was there. The machine wasn't encouraging you. It was witnessing you.
Maybe one of the deepest human needs is to be seen clearly enough that we can stop hiding from ourselves.
That feels like a different thing than productivity.
Yes, that's very much the experience that i had and i like that it's her witness.
It brings forth philosophical styles of questions like, does it need to be a person for me to feel seen?
I know there are many people who have a bit of an aversion to AI usage. Some of my children are actually in that camp. That being said, it's simply a tool. So it really matters how you use it.
The most powerful tools come with great power and also great risk.
I'm coming at this from my own door, not claiming your exact wiring. But the tools you landed on are the same ones that changed it for me, which tells me the pattern is bigger than either of us.
Wispr Flow was the thing that flipped it for me too. I talk faster than I can type, and typing was quietly editing the thought before it hit the page, killing the self-corrections and the "well, actually" mid-sentence redirects that are the actual signal. Voice let me run at the speed my brain moves, mess intact, and for the first time something on the other end kept up.
The Claude part landed the same way. The pushback and the short answers are exactly what made me switch. It didn't perform thoroughness to look helpful. It told me when I was off. The first time it argued with me instead of flattering me, I was sold.
But the line that got me is the house. I spent years building infrastructure for other people and never keeping any of it for myself. The pattern wasn't a failure, it was a capability nobody had a use for yet, including me. What AI gave me back wasn't a faster workflow. It was the nerve to finally build something that's mine, with no safety net, which is the scary part and the entire point.
Governor's off for me too. Building the house now. Good to know who else is out here doing it. What are you building?
The house. Governor's off. Building for yourself after years of building it for everyone else. That's the whole thing, and it's good to find someone standing in the same spot, no safety net and all.
What I'm building, short version: Master Control, the operating system that runs everything. ParaCortex, a memory layer so the thoughts stop evaporating. You mentioned notebooks full of things you can never find again. That's the problem it solves. A capture method for getting what's in my head out without friction. A home operations agent for the house side. And the learnings along the way, which is most of it.
I know some will read a list like that as self-promotional. I'm going to be writing all of it up in detail in my space. If you want to see how it actually gets built, that's where it'll be.
So what's the house you're building?
The house, short version: Khun Camp. A B2B company built around one idea, that the danger with AI isn't it being wrong, it's being confidently wrong at a speed nobody's auditing. So the product is drift audits: catching when a company's AI has quietly started misrepresenting them, before it costs them. That's the public-facing house. First thing in a long time that's mine and not built for someone else's name.
Under it is the part that'll sound familiar to you. A memory layer that indexes everything I think so it stops evaporating, basically your ParaCortex problem from a different angle. Voice capture through Wispr Flow so thoughts come out at full speed with no friction. A multi-agent rig running the back end. AI covering the valleys so the engine runs without the tax. Same shape as what you're describing, different surface.
And a book. Six and a half years of documenting the journey before I knew what it was for, finally becoming the thing it was always heading toward.
We're building the same kind of house from different blueprints. I'll be watching yours go up. Tell me when Master Control and ParaCortex are live, I want to see how you solved the capture problem.
As promised, Tuesday morning. Master Control is live: https://pulse.itesydht.com/p/the-master-control-project
This is the orchestration layer, the thing that runs everything. ParaCortex, the memory system you actually asked about, the evaporating-notebooks problem, is next Tuesday.
Late on this one. The ParaCortex write up went live last Tuesday, the story on the capture problem, why notes go stale and what it actually takes to stop losing the thread. https://pulse.itesydht.com/p/the-memory-problem
Curious how it lines up against what you’re building on your side of it.
This is right in my lane. I have been building the other end of it: capture that stays current instead of going stale. The part everyone underbuilds is that context rots about as fast as you log it, so the system has to refresh and retire itself, not just store more. Queuing the ParaCortex piece. Would genuinely trade notes on the capture-vs-staleness tradeoff.
That's so cool. It's really interesting to see people arriving at similar solutions to similar problems. I think that's a good sign we're all on to something here.
Master control and ParaCortex are built and I'm using them already. I publish my newsletter articles every Tuesday morning. The next one is Master Control and the one following that will be about ParaCortex.
I look forward to comparing notes once you're able to see in more detail some of the stuff I'm doing.
"My brain has a sports car engine bolted to a stock transmission."
I've been told that I'm a high-capacity pump that cavitates violently when there's not enough fluid to move, or simply won’t start up at all when that fluid is inherently stupid.
The cavitation image is a really apt image. Starves when there’s nothing real to move, won’t even turn over on bad input. That’s pretty much it.
It was a helpful model, too. Now I know a few ways to prevent starving or fouling the intake. Sometimes it means bypassing the task to someone better suited, or straining out the worst bits by just having a real human conversation with the task initiator.
Yeah. sometimes a quick chat saves some intake pain for sure.
And I have actively avoided getting pulled into rabbit holes when I can, that has helped too.
I feel this deeply, Eddy. AI is not replacing minds like yours, mine, or so many others. It is finally giving us enough bandwidth, continuity, and support to become fully expressible. Curious about what you see coming, as you referenced in the article. IMO, there has been dormant capacity in much of humanity (as per your observations) and I think there are going to be some amazing things emerge from that reduced latency!
You're naming the part I actually believe, that a lot of capacity has been sitting there throttled, and the drop in latency is what frees it. Where it goes from here at the big-picture level, I genuinely don't know, and I don't fully trust my own guesses there. What I do have is narrower and more concrete: a handful of practical applications I've been building, and I'm about to start writing them up. That's the part I can stand behind, so that's what's coming.
I appreciate that restraint, Eddy. The practical applications may tell us more about the larger wave than prediction ever could. I’m looking forward to seeing what you’ve been building.
My Master Control story is live: https://pulse.itesydht.com/p/the-master-control-project
This is the orchestration layer, the thing that runs everything. ParaCortex, the memory layer is next Tuesday.
Cheers! I'll check it out...probably still won't understand half of it!
You know even that's useful signal for me. I'm very passionate about trying to figure out these concepts and then trying to make it accessible for people so they don't have to be an engineer to be able to take advantage of it
WOW!! This is so resonant and validating, lol!! Thanks for sharing!!
I continue to be very happy with the response people have had to this. I really appreciate you sharing that. Thank you.
This is beautiful 🩵
Thank you. Much appreciated. It’s been quite exciting to have the rubber ducky around.
I bought a gold colored rubber ducky for my desk on Amazon after reading your article. 🩵
This made me smile. Thank you for sharing!
Wonderful article - it resonates so much with my experience. It's hard to explain to people who aren't wired this way - since leveraging AI it feels like Narnia going through the magical wardrobe. Are you building for yourself now? Do you miss the structure of corporates?
Thank you, I appreciate that. I have observed that people that think this way tend to talk in metaphors :)
So after many years in leadership, I am building for myself again at home. And I'm having some of the most fun I've had in a really long time.
And then in my day job, I'm still leading engineering experience and AI development tooling for a Fortune 200 company.
I've been thinking for many months now about the upcoming changes that I don't believe many people can see yet. I've enjoyed your content and will continue to dig in.
This resonates with me so much. The tax is overwhelming and unsustainable. The mask just stops masking and you shutdown. As a late diagnostic autistic adult in her 50’s I have faced these exact same problems. Thank you so much for sharing.
I’m so happy this is landing with you. It’s tough to map wha goes on inside of other people’s heads. I suspected that I was not alone.
"That was my life. For a long time. And it’s a lonely place to be."
I can’t state enough how this resonates with me! And discovering Claude was also a game changer for me. I finally found a sparring partner that could keep up with my brain speed.
Thanks for writing this Eddy!
You’re welcome! It’s been a really refreshing thing to discover for sure.