Actors
Who can act, what they can optimize, and who the system fails to account for.
Protocol incentives · Governance · Token design · Agentic economies
The economy receives the behaviour it makes profitable.
I stress test that system. Actors, rewards, and the points where they split, especially when machines become actors.
How I intervene
01Rewards
What the system makes worth doing, and what participants learn to optimize.
Failure modes
Where those incentives break when actors behave rationally under pressure.
Selected research
Independent protocol readsThe actor the table is paying for
A detail read of the incentive surface, including the gap between what the documentation says and what the interface makes legible.
FIELD NOTEAPYXincentives / points / exit
↗When real constraints expose assumptions in the deck
I tested products from both the parent organisation and its DaVinci build path under ordinary infrastructure constraints.
Vocdoni/
DaVinciLAGOS / 4G
Progressive Tokenization for Canopy
A public framework for progressive sovereignty and the point where an economy should graduate into a tokenized system.
FIELD NOTECANOPYprogressive sovereignty
↗DRAG OR SWIPE01 — 03 / SELECTED WORK
Applied work
Selected interventionsOarcoin
Governance design proposal and tokenomics work, helping formalize the whitepaper so its structure matches the project’s philosophy.
PIM Protocol
Tokenomics review used to shape incentive design. Past engagement, not an ongoing retainer.
Selected work where the research moved into the protocol.
Have a protocol problem worth examining?