An AI that knows when it's guessing
Most assistants expose no confidence state at all — every answer arrives in the same tone whether it's right or made up, and that's how people get burned. LivePair publishes the agent's uncertainty as a live state — you can see when it's guessing.
Why confident wrong answers are the real problem
The risk isn't just error — it's error delivered with total confidence, and in a live session there's no time to fact-check. LivePair's agent tracks its own confidence as a live state variable and flags low-certainty answers before you rely on them.
LivePair tracks its own uncertainty as part of the agent's state — not a bolted-on disclaimer, but a value the model maintains about its own beliefs as the session evolves.
What the HUD actually shows
A live readout of the agent's cognition: what it believes so far, what it's still unsure about, and where its confidence is thin. When it suggests an answer, you can see whether that's grounded in what it saw on your screen or extrapolated from pattern-matching.
On a customer call or a live demo, the HUD's confidence readout is the whole game — you weigh a screen-grounded fact differently than a pattern-matched guess.
How it's different from a disclaimer
A static "I might be wrong" disclaimer doesn't reflect the agent's current state. LivePair's uncertainty is computed state — it changes turn by turn as the agent gathers evidence from your screen and the conversation, and it's visible all the time.
Try it
The HUD is live in the playground — the agent chat runs in any browser; prepaid credits from $10, pay only for the tokens you use. The cognition display is included in every session.