Editorial policy, evidence and independence

What this publication is

It is not an official Polymarket service, and nothing here should be read as a promise that any market or tool will behave in a particular way. The site exists to explain how prediction markets work, how their numbers can be read, and where their limits lie, using plain language and checked sources.

Every main guide that makes a claim about a platform is expected to carry a dated primary source so you can check it yourself. When a page uses a mathematical example, that example is verified separately from the prose. Illustrative numbers are labelled as illustrative; they are not presented as live prices, completed research or guaranteed outcomes.

How writing and review actually work

Writing and automated fact and language review use DeepSeek V4.1 Flash. That means drafts can move quickly through checks for clarity, consistency and unsupported statements. It does not mean a machine has certified the truth of a claim. Agreement between automated reviews is not proof, and you should still treat any page as something to verify against its cited source.

No human expert biographies or track records are claimed on this site. If a page discusses a method, a metric or a known limitation, it is because that information can be traced to a source or shown with an example, not because an unnamed professional endorses it. If you want to weigh machine-assisted prediction against other methods, read Evaluating AI forecasts.

Sources, examples and calculators

Sourced guides are meant to pair a claim with a primary source and an access date. Mathematical examples are checked on their own: inputs, operations and results are reproduced rather than accepted because they sound plausible. If a number cannot be verified that way, it does not belong in a checked example.

Calculators on this site use values you enter and run locally in your browser. They do not place orders, connect a wallet or send those values to a server. That keeps the arithmetic side separate from any execution or account access, which is a different subject covered in Availability & local rules.

Commercial links and independence

There are currently no affiliate links and no active commercial partnership on PolyZeno. If commercial links are added later, they will require verified terms, eligibility checks and clear disclosure. A commission must not determine an editorial conclusion or the ranking of a comparison.