How we use AI

Dashboards

The numbers, charts and verdicts on the sector dashboards are computed by code from the source data, using the fixed rules on the Verdicts page. No AI model produces or changes them.

Short member reports

The short written report on each sector page is drafted by an AI model (Anthropic's Claude) from that sector's data file and nothing else. Before it is published, an automated check rejects any number that is not in the data, any section over its length limit and any language of investment advice. If a draft fails, the previous report stays up.

Members' PDF reports

Point75's reports are built on the author's more than two decades in finance and investment, at hedge funds, an exchange, clearing houses, banks and wealth management advisory firms. That experience sets the framework: which sectors we cover, the bond-market lens we apply, what each report includes, which kinds of sources we trust, and why a number matters to an investor.

AI tools help with the heavy lifting inside that framework: gathering and compiling data, checking figures against their sources, drafting text, and building charts and pages. The author reviews what is published, and the judgments in each report (the scenario odds, the calls and the ratings) are the author's.

• Every figure must trace to a named source; AI output is never a source in itself.
• Numbers that cannot be confirmed are left out or shown as a dash.
• Sources follow a fixed order of preference, with official data first.