"AI That Admits 62%" — LinkedIn Post

AI tools have a problem: they sound exactly as confident when they're wrong as when they're right.

So I built the fix into my app, and made it free for anyone to try. It's called the Public Decision Query. You ask it anything, and it returns two things: an answer, and a confidence score with an honest explanation of what that score is based on.

What makes it different:

1️⃣ The score is not decoration. It's the pipeline's self-assessment of its own answer: how many sources support it, whether they agree, and whether it's directly stated or inferred. Thin sources literally lower the number.

2️⃣ Every answer shows its work. Sources used are listed with links, and the answer comes with an explicit "what this can't claim" section — not financial advice, snapshot data, single-source inference, whatever actually applies.

3️⃣ It's honest about the scale. The page tells you plainly: the confidence score is an opinion about the answer's support, not proof of truth. That sentence is the whole point.

No account needed. Ask it a question, read the gauge, click the sources. If the answer is weakly supported, the app would rather show you a low number than pretend otherwise.

Try it: https://thehumanbrainapp.com/ask

I'd rather ship a tool that admits 62% than one that fakes 100%.

#buildinpublic #honestsoftware #AI #trust #confidence

No-fibs claim check

• "Free for anyone to try" is real: /ask is a public page — no account, no login, nothing published about what visitors type.
• The score mechanics described (source count, agreement, direct-vs-inferred) are the actual prompt instructions in the pipeline — verifiable in the live behavior: thin sources produce visibly lower scores.
• "Sources listed with links" happens whenever the pipeline found web sources; when it didn't, the page says so in plain text instead of inventing them.
• "Not proof of truth" — the page itself states the score is a self-assessment; the post quotes that honestly.
• No accuracy percentage, benchmark, or comparison to other AI tools is claimed — the 62% in the headline is an illustration, not a measured stat.

When you post it, the link points at thehumanbrainapp.com/ask so readers can test every claim live.