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Week 17 · Week of April 20, 2026

Paper trading is days away.

We're reaching the tail-end of the current build phase, which concludes around early June. The main focus is on getting Vaquum Loop in production, which unlocks running persistent large-scale alpha experiments, and getting paper trading live, which unlocks the proof of our approach.

Thesis

  • Just enough is not just about profits, it’s about hours, features, everything.
  • An update on the thesis document is long overdue.

R&D

  • Paper trading is being rolled out this week.
  • All three human-assisted engineering tracks have fallen behind.
  • Vaquum Loop track is two to three weeks late.
  • Limen track is one week late.
  • Nexus/Praxis is one week late.
  • Big reset in Origo track this week.
  • Fully automated R&D might not unlock in 2027.

Finance

  • Microentrepreneur loan application for 50k made with Finnvera.
  • Elinvoimakeskus R&D grant application window closes on Friday, 24 April.
  • First payment goes out from the bank account next week.
  • If no decision (or a negative decision) from Finnvera by 29 April, MK will transfer money to the bank account.
  • The long-term financing model starts to become clearer.

Trading

  • Paper trading delivers initial results next week, framed by a unified measurement architecture.
  • Plan in place to use the paper trading infrastructure to create a large-scale market simulator.
Validating Systematic Trading Strategies: A Unified Framework

Comms

  • New look and feel ready to roll out across all surfaces and touchpoints.