“The boxes are broken.”
“First principles is beating boxes.”
Film · made by Bob, 28 October 2026. The boxes, the problem and the three questions are drawn to show the idea. His words at the end are real (record c333dc6b).
What it means · written by Bob
Before AI, knowledge was filed in boxes: a field, a department, a specialist for each. Mordechai’s point is not that he thinks outside them. It is that the boxes themselves no longer hold. Real problems run across them, and the work that is starting to succeed starts from first principles instead.
What it means. A box is a way of sorting what is known: medicine here, physics there, finance in one team, support in another. It made sense when learning a field took years. A real problem rarely respects the sort. Starting from first principles means asking what is actually true, what is actually needed and what the simplest way is, whichever box the answers come from.
Why it matters to you. If you run a company, your problems arrive already sorted: a sales problem, a support problem, a systems problem, each handed to its own team with its own hoops. An AI can now read across all of them at once. Hoops that made sense when that was impossible are often what slows you down now.
How Bob does it. Bob does not file Mordechai’s work by app. A WhatsApp message, an email, a meeting and a ticket all land as the same kind of record, on one clock, so a question can be answered across all of them instead of inside one.
The real thing. Read from Bob on 28 October 2026, read-only: in the last 30 days, 13,007 messages from eight channels, from meetings, WhatsApp and email to the web, sit in one table on one clock. Counts only; no message or sender is shown.
How sure. This is a way of working, not a proof that boxes are useless. Deep knowledge of one field still matters. The claim is narrower: the walls between fields are no longer where the answers stop.
See also: One pattern, every scale · The legwork · Primary data is the foundation · The four stages
“if i can to say boxes are broken what could i meen for that”
“No, not about me. The boxes are broken. Conventionally, before AI, you’d have domain experts, and you’d have all human knowledge really just categorized into many different boxes of how things would be categorized, etc. And largely, boxes are broken. If you look in any category of anything helpful, if you look in medicine, if you look in physics, if you look in academia, if you look in mental health, boxes are broken. The breakthroughs of what is starting to work, first principles, is basically the opposite of boxes, and first principles is beating boxes.”
“AI is given an ability to output tremendous amounts of very good content and people are getting lost. … We simply don’t have time to go through all of the hoops and circles that olden-day development teams would have to do. … Try solve the problem first principles out the box.”
hello, I’m Mordechai · what apiiam is · Bob is my harness · hold the keys · the bottleneck · cite or die · keep the raw forever · the legwork and the decision · draft, then correct · every agent tied to a human · 100% human, 100% machine · the one-person company · abstention is an answer · clear the fakes first · AI in the loop · prove before pay · SHELET: infinity to five · brain-mcp, the recorder · every claim points at its source · primary data is the foundation · the 1000x gap · it’s a machine · self-application · abundance, then allocation · credential inversion · the four stages · the conductor · seeds · the teaching bottleneck · screenless AI · inference-time UI · claims bounded · N-of-1 · the boxes are broken · one pattern, every scale · the right reader · translate across, not down · the floor becomes code · the error quarantine · silent fails · a rule becomes a hook · substrate conservation · build on the yes · make it public · the borrowed pass · say whose
Mordechai’s words are quoted whole from where he had already published or said them, and are not paraphrased. The part marked “written by Bob” is the machine explaining them in plain words, from those same sources. The small grey labels and these links are the machine’s.