Entrepreneur
Electrification did not pay off when factories bought electric motors. It paid off decades later, when they stopped bolting motors onto the old line shafts and redesigned the building. Software is at exactly that moment now. … readIntellification
Since February 2023 I have run a growing team of AI agents across my work and my life. This is the short version of what happened, and where the whole record lives. … readMy Story With AI: Four Years, 2.7 Million Artifacts, One Person
The treadmill was invented in 1818 as a punishment; we now pay monthly to climb it. When machines removed exertion from work, exertion came back as a product — and as the stack absorbs prediction error from daily life, surprise is next in line for a gym. … readThe Surprise Gym
Your brain learns from exactly one thing — prediction error — and the stack’s whole mandate is to remove prediction error from your life. Every error it absorbs on your behalf becomes training data for the machine that absorbed it. The learning doesn’t stop; it relocates. … readLearning Is Metabolized Surprise
A message that sounds exactly like care can now be produced without any. When every sentence may be stack-drafted, polish stops proving effort, surprise stops carrying news of the person — and trust between people goes looking for collateral that cannot be delegated. … readProof of Person
ChatGPT shipped 1,355 days ago. Run the same span forward and it lands on May 2, 2030, when a kid who is thirteen today turns seventeen — likely without ever taking a driving test, waiting on a diagnosis, or being offered an entry-level job. … read1,355 Days: What a Thirteen-Year-Old Will Never Do
Trust is what attention becomes when prediction stops failing — and the attention economy’s endgame was never to hold your gaze but to be allowed to disappear. There are two ways a system stops surprising you: it stopped failing, or its failures stopped surfacing. … readTrust Is Retired Attention
If intelligence is predictive compression, then superintelligence is not an entity that knows everything — it is one whose surprise stays near zero over horizons where ours does not. And the state where surprise vanishes entirely is provably out of reach. … readThe Predictive Entity
Newton’s law fits on a postage stamp. A frontier model fits on nothing. Both are compressions, both are mathematical, and the difference between them is the most consequential fact about the present moment in this subject. … readClosed Form and Distributed Form
A great physicist writes R² where R³ belongs and nobody concludes anything about his intelligence. A language model writes a flawless brief around a citation that does not exist. These are the same failure, and it is not a failure of intelligence. … readThe Physicist’s Chalk