Editorial and corrections policy

Public articles are written for Northstar and should contribute an original explanation, engineering perspective or application. External work is summarized in our own words and linked when it materially informs the discussion. A citation acknowledges a source; it does not imply that the cited author endorses Northstar.

Observed data, model output, interpretation and illustrative examples are distinguished in the text. Quality scores are not described as win probabilities. Backtests, paper outcomes and live-signal records must not be represented as customer returns, and Northstar does not promise profit, signal frequency or future performance.

Some learning notes are drafted and published through an automated editorial scheduler using a planned topic ledger. They may not receive pre-publication human review. Live research briefs are generated from stored, versioned signal records. Automation does not make a claim authoritative; readers should inspect linked sources, methodology and limitations.

Names are used sparingly and only when a researcher or primary work is relevant to the specific method being explained. Northstar does not imply employment, partnership, sponsorship or endorsement by a cited person, institution, exchange or platform.

Subscription calls to action and paid referral links are labeled and kept distinct from editorial conclusions. Compensation does not change a stored signal, the deterministic qualification rules or the outcome label. Referral relationships are described in the affiliate disclosure.

Readers may report a possible error to guanvireak@gmail.com. Material article corrections should be dated or described. Immutable signal IDs, original levels, model versions and outcome records are not rewritten after the market moves; explanatory context may be added without altering the historical decision record.