03 — The Investigations

From the idea of financial surplus to a working research and engineering programme

Systematic trading was a candidate answer to the problem of labour-bound income, not a conclusion we could assume. Investigating that possibility produced several separate questions.

Is the apparent return real?

Research must distinguish an economic or behavioural idea from a statistical pattern found by searching data. We examine strategy logic, backtest assumptions, robustness and how changing conditions might invalidate an apparent edge.

A simulation is not an audited record of live returns. Evidence has to be labelled by what it actually represents.

Is the data fit for the question?

Futures research depends on contract histories that expire and change over time. Continuous-series construction, roll assumptions, missing observations and source reconciliation can materially affect apparent results.

This is one reason the project accumulated substantial data-engineering work: a convincing result is not convincing if the price history underneath it is poorly understood.

Can several return processes coexist?

A portfolio must be considered as a system. Strategies that appear diverse in isolation may respond similarly to market stress. Risk allocation, correlations, concentration and drawdowns matter alongside any individual strategy's return estimate.

Can a researched idea actually operate?

Implementation raises questions of software reliability, operational data capture, contract identity, orders, costs, monitoring and what to do when a dependency fails. A live system also places demands on the person responsible for it.

What have we demonstrated?

The website package contains descriptions of the engineering approach but does not include independently verified trading-performance figures. We should not invent performance curves, live returns or an established commercial track record.

The supporting Results & Evidence page explains how research, implementation and any later live records should be presented and distinguished.

What remains open?

Whether a particular return survives future market conditions, whether it can be held through losses, and whether maintenance demands remain low enough to achieve the original purpose are ongoing questions.

Explore The Method → · Learn how we reasoned about these problems →