Read the method.
Know the limits.

The product is designed around material that any reader can check for themselves. It does not use paywalled data in its published output.

• ASEC filings and exhibits, including annual, quarterly and current reports.
• BCompany announcements and public press materials tied to a filing or an exchange event.
• CHistorical price and volume series, used for context rather than for a call.
• DIndustry classifications, used to select comparable public records under the same conventions.

If a source is unavailable, late, or ambiguous, the output is expected to show that gap rather than fill it silently.

The model compares a public record with its prior version, identifies passages that changed, and drafts a short reading with the source attached. It may flag an unusual disclosure, a changed definition or a volume reading outside its sample context. It is not asked to issue a verdict.

We do not promise an accuracy rate, a speed of inference, or that the model will catch every material change. Those would be claims we cannot verify, and this page is not a sales sheet.

The boundary is the product. Blind does not cross it for a more satisfying answer.

A sample of outputs is checked by a human against the cited public passage before a report format is released. The check asks three questions: does the passage exist, does the summary describe it faithfully, and is the limit disclosed where the reader will see it.

• ASample every report format, not just the first example.
• BKeep the source version beside the output so a later comparison is possible.
• CPublish corrections with a date rather than silently replacing a record.
• DGive readers a direct way to report a wrong or misleading output.

To report an error, write to contact@blindboxbunny.net with the date and ticker, if available. We do not promise a specific correction time.

Public filings are not a clean dataset. These are recurring failure modes, not rare exceptions:

• AIssuers may change accounting definitions or restate prior periods, making a simple comparison misleading.
• BOne-time gains, impairments and unusual items can distort a trend without being visible in the headline number.
• CHalted, thinly traded or low-liquidity securities may have price and volume histories that do not support ordinary context.
• DSource feeds can be delayed, amended or temporarily unavailable. The record shown may lag the public record.
• EThe model can misread a passage or pair a correct number with the wrong context. The cited source remains the authority.

Blind does not publish returns, win rates or claims that the product beats a benchmark. A sample layout is not evidence of accuracy, and an illustrative value is not a result.

Past performance does not indicate future results. The purpose of this instrument is to make a public record easier to read, not to promise an outcome.