Johnx.co/Research Notes
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All notes in the garden, from fresh seeds to evergreen ideas.

Back to the bench

Fragment

On mixed emotions and being the second mouse.

Jul 7

FlexHEGs and the location gap

Fragment

Orienting myself in the AI governance conversation on an LHR → DEN flight

Jul 7

Geopositional encoding

Fragment

Could a trick from natural language processing improve geographic accuracy of LLM responses?

Jul 7

Notes on Location Proofs

Fragment

Proof-of-location systems: technical implementations, privacy implications, and potential applications.

Jul 7

Shouting on Trains

Fragment

Reflections on location-based governance in the Age of Intelligence.

Jul 7

State of Provenance Verification for Remote Sensing Imagery

Working

How can we trust our eyes in the sky?

Jul 7

Web3 is a set of design principles

Fragment

A reframing that helps me make sense of a confusing place

Jul 7

What I'm doing here

Fragment

Motivations and all that

Jul 7

Why I bake

Working

I bake to develop myself ... and eat delicious things

Jul 7

Co-location proofs

Fragment

How do we verify if internet nodes run in the same data center?

Jul 7

Don't overfill

Fragment

Jul 7

Dukkha

Fragment

On feeling out of step

Jul 7

Evaluating agentic RAG -- journey or destination?

Fragment

Is it really about the journey -- or just the destination?

Jul 7

Freedom and belonging

Fragment

Freedom isn't having choices — it's choosing

Jul 7

No summit

Fragment

Process over outcome

Jul 7

Observations on Infrastructure Location Proofs (1)

Fragment

How can we make the geography of decentralized networks legible?

Jul 7

Spatial Demurrage

Fragment

What can be built with location-based smart contracts?

Jul 7

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Stable

My feeble form of resistance to AI cultural domination

Jul 7

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