An experiment in recording conversations and making room to return to what matters.
Open Recorder, opens a new tabExternal experiment. Access requirements may apply.
QIP, the flagship exploration
Uncovering
how AI works.
People and agents, learning together. QIP explores how each action can inform what happens next.
Quantum Intelligence ProtocolHuman curiosity. Shared intelligence.
Quantum Intelligence Protocol.
Every new task. A little less starting over. QIP is our central research project: a way for people and agents to work with shared context, clear boundaries and lessons that last.
QIP has been in active development for six months, with continuous improvements. We’re working towards open-sourcing the protocol within the next six months.
Quantum Intelligence ProtocolRead the full thesis
QIPlearning carries forward
Explore the Compound Autonomy Loop
A task begins
An agent turns an intention into a specific task, with a human-defined boundary.
Illustrative example
Prepare a launch brief. Ask a person before contacting a customer.
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- A task begins. An agent turns an intention into a specific task, with a human-defined boundary.
- A heartbeat picks it up. A recurring check finds ready work and brings the next action into focus.
- Memory informs the work. Relevant context and earlier lessons guide the next attempt.
- The lesson carries forward. A reviewed lesson is stored so another task can benefit from what happened.
Research in progress
What if a model learned
your way of working?
We’re researching custom models trained on a business’s knowledge, language and decisions, then testing how well they handle real work.
Explore the researchFollow the question.
Small experiments with something to teach us. Open one, try it, and see where it takes you.
Exploring the connective layer between QIP and the tools people and agents already use.
Open QIP Adapter, opens a new tabExternal experiment. Access requirements may apply.Follow a little curiosity.
Prefer an idea you can read? Explore The Token Gap
Publications
Ideas worth staying with.
Essays, research and interactive explanations. Open a publication and take your time.
The One Idea
Every AI you used today runs on one idea from 2017. A plain-language essay, film and interactive explorer on the Transformer, and on what it quietly traded away.
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Every AI you used today runs on one idea from 2017.
Not a company. Not a product. A design decision in a paper about translation: stop reading one word at a time, and let every word look at every other word, all at once.
Episode one of Uncovering How AI Works. Includes a 30-second film and an illustrative attention explorer.
The Token Gap
When machines produce language faster than people can read it, what becomes valuable? An interactive essay on speed, reasoning and human judgment.
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You are reading this at roughly four tokens per second.
Most people have never done this arithmetic. They feel the speed as convenience. It is not convenience. It is a different physics of thought.
Author’s historical illustration. The full essay includes assumptions and source context.
The Quantum Intelligence Protocol
The full Quantum Intelligence Protocol thesis: seven principles for agent governance, persistent memory and learning across autonomous systems.
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What if each interaction could leave the next one better informed?
Read the complete thesis: eleven chapters on governing autonomous agents, three-tier memory and intelligence that carries forward, with interactive illustrations of the proposed architecture.
Be here for
what comes next.
There’s more to discover. Follow the research and ideas as they develop.