Porven Malkor
team

Principles for thoughtful research – Porven Malkor

Principles for thoughtful research – Porven Malkor

A research tool should make complex questions easier to work through while remaining clear about uncertainty, limitations and the investor's responsibility.

OBS. 1

Research questions

A focused starting point

The experience is organised around questions an ordinary private investor may want to investigate. Clear prompts help keep attention on the issue at hand without implying that every question has a simple answer.

  • RQ
OBS. 2

Market context

Information in relation

Market information is easier to examine when its context is explicit. This principle encourages comparison, careful interpretation and attention to what a signal does not establish.

  • MC
OBS. 3

Assumptions and risks

Visible uncertainty

Research should make room for uncertainties and alternative explanations. The approach aims to help you inspect the reasoning behind a view instead of presenting an interpretation as settled fact.

  • AR
OBS. 4

Independent decisions

Investor responsibility

AI can assist with organising analysis, but it cannot take responsibility for your choices. The tool supports research, does not execute trades and is not a replacement for professional financial advice.

  • ID