How HexPoint checks its research

Every briefing, earnings explanation, and bull and bear case is drafted by one AI model and then reviewed by a second model from a different company. The reviewer checks each claim against the sources the draft cites. When a claim isn’t supported, the draft is revised and checked again. A summary that still doesn’t pass is not published.

Each figure in a briefing or earnings explanation must match a value in the underlying data or a passage in a cited source. The check covers the number, the period it describes, its units, and what it refers to. Bull and bear cases describe the business and don’t rely on figures.

Fact marks something reported in a source, such as a company’s results or a news report.

Assessment marks an interpretation of those facts. Assessments must rest on sourced facts and are worded with the uncertainty they carry, never as a certain prediction.

Under the title of a summary, a line such as “4 claims checked against 3 sources” opens a list of every claim and what it was checked against. News reports, filings, and official releases from agencies such as the Bureau of Labor Statistics and the Federal Reserve link to the original. Bull and bear cases are opinion, so the check is that the business facts each case rests on are in the sources it cites. Older cases show this line from their next refresh. A refreshed case also lists what changed since the previous edition, with the previous text one click away.

HexPoint Research answers questions in the moment, so its answers aren’t reviewed by a second model before you see them. Instead, each one is checked against what Research looked up for it: prices, financial statements, your portfolios, HexPoint’s own research, and the web pages it read.

Every link in an answer must be a page Research actually read, and every figure must match a value in the data or page it cites, allowing for rounding. A line under the answer, such as “5 claims checked against 3 sources”, opens the list. A claim that couldn’t be matched stays in the answer, marked “Not confirmed”, rather than being hidden. Assessments are judgement, so only their links are checked.

Prices and portfolio weights shown in cards and tables under an answer come straight from HexPoint’s data, never from the model’s text.

HexPoint doesn’t make buy or sell calls, set price targets, or rate stocks. Its research explains what happened and what could matter. It is not investment advice, and decisions remain yours.

If something looks wrong, open the checks list and choose Report a problem at the bottom. You can name the claim or describe the problem. The HexPoint team reviews reports. When a summary is corrected, a note at the top says what changed and when.