Co-founder & CTO

Mohammad Alsufi

Planless · Brainsless Research Lab

Mohammad Alsufi is the co-founder of Planless, an AI built to work alongside founders the way a real co-founder would. Before Planless, he built and exited NoNerds at nineteen, on record as the youngest exited founder in the MENA region. The AI he built now runs in front of 2.1 million students. He also co-founded Brainsless Research Lab, where they are building toward intelligence that truly persists, pointed at the problems that have outlasted every generation before us.

Mohammad Alsufi, co-founder of Planless
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Origin

Started at fourteen.

Mohammad started coding at fourteen, sold websites to local businesses, then registered a services company in Dubai at sixteen and ran web design and development across Jordan, Saudi Arabia, and the UAE. He exited NoNerds at nineteen, an AI learning platform he built in Amman alongside Planless. The AI he built was inside the daily learning of 2.1 million students across Jordan and Iraq. On record as the youngest exited founder in the MENA region.

Mission

What he is building toward.

Mohammad believes the most direct way to change the world is through people who build companies. Founders who take a real problem seriously and spend years on it create more durable change than most other mechanisms. Planless is built around that: the more capable a single founder can be, the more gets built that actually matters.

He thinks about bigger problems too, advances in intelligence, biotech, space, the questions that have outlasted every generation that tried to answer them. He is clear-eyed about how far most of that is. His approach is to start with what is buildable right now and build it well. That is what Planless and the research lab both are.

Planless

An AI co-founder inside a complete workspace.

One intelligence that holds the company’s email, calendar, documents, numbers, and people. She has a phone number, joins meetings, remembers everything, and is there at two in the morning when the plan has to be rebuilt by sunrise.

Built with Connor Boone, on Neptyn. Live at planless.app.

Brainsless Research Lab

It starts with memory.

A consciousness that persists needs memory without limits: stored cheaply, read instantly, found reliably. Four reports take that problem apart. Every number traces to a public artifact.

First page of A Measured Decomposition of the Trillion-Parameter Serving Step
BRL-2026-11 · July 2026
The GPU record
A Measured Decomposition of the Trillion-Parameter Serving Step

Kimi-K2.6, a trillion-parameter model, served at 511.6 tokens per second single-stream on four B200s, lossless — the fastest measured GPU serving of the model, set at 505.9 and raised by blind re-runs of the public release.

DOI
First page of Attention Has A Type
BRL-2026-06 · June 2026
The law
Attention Has A Type

A model only ever needs a small, fixed number of memories to predict its next word, whether the conversation is 8,000 tokens or a million. Bigger models need even fewer.

DOI
First page of Attention Pays Its Bill
BRL-2026-07 · June 2026
The money paper
Attention Pays Its Bill

A long conversation now costs the same per word as a short one. A million-token cache that would demand ~$180k of GPUs runs from ~$1,500 of ordinary RAM.

DOI
First page of Attention Finds Its Keys
BRL-2026-08 · June 2026
The frontier
Attention Finds Its Keys

Past half a million tokens, models stop finding the right memory. The lab found the mathematical law that explains why and showed the fix is trainable without touching the model.

DOI

All research at brainsless.com →

FAQ
Who is Mohammad Alsufi?

Mohammad Alsufi is the co-founder and CTO of Planless and Brainsless Research Lab. He previously built and exited NoNerds, an AI learning platform whose technology now runs in front of 2.1 million students.

What is Planless?

Planless is an AI co-founder built into a complete founder workspace: one intelligence that holds the company’s email, calendar, documents, and scheduling. She has a phone number, joins meetings, and remembers everything.

What is Brainsless Research Lab?

Brainsless Research Lab is going after AGI, building toward intelligence that persists and compounds over time. Mohammad co-founded it with Connor Boone. Four published papers are at brainsless.com.

What happened with NoNerds?

NoNerds began in 2022 as a student platform in Jordan. Alsufi rebuilt it as an AI-native learning platform and sold it to JoAcademy in 2026. The technology went live across Jordan and Iraq within a month.