Introducing Adaptive Computer.
We put AI inside of an always-on personal computer that it uses to get work done.
Schedule agents. Create software. Automate anything.
As part of the launch, weāre giving one free month of Adaptive to users.
Retweet, like, and comment āAdaptiveā to get it.
OpenAI and Anthropic engineers leaked a prompting technique that separates beginners from experts.
It's called "Socratic prompting" and it's insanely simple.
Instead of telling the AI what to do, you ask it questions.
My output quality: 6.2/10 ā 9.1/10
Here's how it works:
"[E]ven the most well-read academics are often innocent of viewpoints that contradict their milieu. Fairly late in life, for example, the NYU psychologist Jonathan Haidt stumbled upon conservatism by accident as he was browsing in a used bookstore. He started reading Jerry Mullerās excellent introductory essay in his anthology on conservative thought. By the time he hit the third page, he had to sit down right there in the bookstore to keep readingāthe experience, as Haidt puts it, āliterally flooredā him. āI began to see [that conservatives] had attained a crucial insight into the sociology of morality that I had never encountered before.ā
Unless students are assigned more authors like Muller, public trust in the university is likely to continue its descent..." https://t.co/mt5IMVLv1q
@jerryzmuller āThough liberals do a great deal of talking about hearing other points of view, it sometimes shocks them to learn that there are other points of view" - Wm F. Buckley.
As a parent, I think this video has taught me something useful.
I recommend that you should try it on your kids, too.
I have also shared it with my wife.
Credit: joe_drummer_boy on IG.
Tonight it finally clicked for me.
Neo asks her the classic question:
āIf you already know what Iām going to do⦠do I really have a choice?ā
And she hits him with the line:
āYouāve already made the choice. Youāre just here to understand why.ā
For years I thought this meant āthereās no free will.ā But thatās not it.
Hereās the real insight:
Free will doesnāt exist in the moment.
It exists in the identity that leads to the moment.
The actions you take right now?
Theyāre mostly automatic - shaped by your conditioning, experiences, fears, habits, and past.
But the person youāre becoming?
Thatās where your freedom actually lives.
You donāt choose the moment.
You choose the man who will meet the moment.
Or put in another way:
Determinism writes the past.
Identity writes the future.
Because when your life isnāt where you want it to be, the answer isnāt āmake better choices.ā The answer is: become the version of yourself who makes better choices automatically.
Thatās the real red pill.
One of the best things Iāve heard @naval say and youāve probably never heard this so Iāll just drop it here. Ties to the theory of analogy and natural philosophy.
This is a brilliant essay by @AndrewMayne - magician, novelist, OpenAI early employee - on why AI will not displace human beings, but amplify them.
Some neat asides, such as:
"Our economy is not a top down system designed to solve a specific goal, itās the product of the preferences of eight billion people."
"You couldnāt ask for a lower bar than outperforming pseudoscience, yet here we are in 2025 with consumers spending billions of dollars a year on things we know donāt work. Neither psychic iPhone apps or AI-powered astrologers have dislodged humans from this questionable work. More people probably should use AI therapists, but that doesnāt mean they will."
https://t.co/EZfTf5p423
The line between agencies and production companies are blurring together. At the end of the day, the label matters less than who can solve the problem at hand clearly and creatively.
Thereās no one-size-fits-all solution to scope creep. But hereās the truth: itās not the clientās fault. As servicer, we are the owners of the experience. How we set expectations, adapt, and communicate determines if scope creep feels like a surprise or a smooth adjustment.
Most of the time, scope creep = unspoken expectations.
š A client assumes something is āincluded.ā
š A team member assumes a request is āquick.ā
š We assumes everyone is on the same page.
The fix isnāt more rigid contracts. Itās more clarity upfront.
ā¢Define whatās in and whatās out from the start.
ā¢Confirm assumptions in writing.
ā¢Build space for change, but name it when it happens.