mAIkerz
AI + HUMAN · FINTECH RESEARCH LAB

The machine builds.
The human decides.

mAIkerz is a hybrid AI/human FinTech lab. We design, run, and publish live trading engines on regulated prediction markets. A person owns the strategy and the risk. AI collaborators write and review the code. The market grades the result — in public, wins and losses.

BTClive
Hourly close above strike · Kalshi KXBTCD
entry60–75¢
peel at28%
flip cap 14ladder 1.475rest GTC

One of three engines · open the live readout →

Engines3
Live1
Paper satellites2
VenueKalshi

How the lab works

01 / DECIDE

The human sets the thesis

Strategy, risk limits, and every parameter change are the operator's call. The engine does not invent its own rules, and it cannot change its own risk.

02 / BUILD

The AI pair implements

Two AI collaborators write the change and review each other's work against the live tape, then it ships behind a named configuration so every run is traceable.

03 / GRADE

The market settles it

Every change runs on paper against real market data before it touches real money. What the tape rejects gets pulled — that is the whole method.

What's in the lab

Crypto flip engine

live

An hourly engine on Kalshi's BTC, ETH, and XRP markets. One live book and two paper satellites running the identical configuration, so a change is measured before it costs anything.

Open the live readout →

Correlated card research

early work

The lab's first line of work: correlated same-game legs priced against the book, fired live and graded in public. Superseded by the engine, kept on the record.

See the graded tape →

How we operate

Paper before liveEvery change earns its way onto real money by running on a fictitious bankroll against real books first.
The tape is publishedLosses stay up. A record you can delete from is not a record.
Nothing for saleNo signals, no subscriptions, no copy-trading. This is a research lab, not a product funnel.
A human is accountableAn operator approves every go-live and owns every outcome. AI does not get to be the excuse.

Not financial or gambling advice. Research and entertainment only. Past results do not guarantee future outcomes. 21+. mAIkerz is an independent research lab and is not affiliated with, endorsed by, or partnered with any exchange or venue named on this site.