Fragments are reassembled
“So the thing I wanted to ask” — pause — “is how you handled the complaint” is one question in two pieces. The pieces are glued back into a single turn before anything looks at them.
Question detection
An interview is forty minutes of talking, of which maybe fifteen turns are questions. Answering the other three hundred fills your screen with noise in the one moment you cannot afford to read any. This is how the fifteen are found.
Listening and classifying cost nothing. You are charged for an answer.
Step one
Spoken questions do not arrive as sentences. They arrive as pieces, with pauses that look like endings.
“So the thing I wanted to ask” — pause — “is how you handled the complaint” is one question in two pieces. The pieces are glued back into a single turn before anything looks at them.
People pause mid-sentence to think, and an interviewer pauses more than most because they are reading your CV while they talk. Treating the first silence as the end produces an answer to half a question.
Step two
Locally, in a couple of milliseconds, for nothing — because this runs on every turn and most turns are not questions.
“How”, “why”, “walk me through”, “suppose”, “imagine”, “tell me about”, “talk me through”. Interviewers phrase questions as instructions constantly, and an instruction is a question.
Under three words it is almost never a question. “Sure”, “mm-hm”, “okay great” are the texture of a conversation, not asks.
A list of acknowledgements and filler that must never trigger anything: agreement, scheduling, the interviewer narrating their own screen.
Technical, behavioural or situational, which decides how the answer is shaped — a behavioural question wants a story with a result, not an explanation.
A turn has to clear a score before it reaches anything paid for. Everything below it is ignored silently.
No model call, no credit, no round trip. Which is what lets it run on every single turn instead of on the ones that look promising.
Step three
A separate decision from the one above, using different cues — and merging the two would break both.
The classifier asks whether this is a question at all, and by that measure “suppose a pod keeps restarting” counts. The splitter asks how many questions this is, and by that measure the same sentence is scene-setting for the ask that follows it. Two questions, two sets of cues, kept apart on purpose.
“Tell me about the restructure, and also how you would do it differently” becomes two parts, shown separately and answered in order.
“Imagine a third of the team hands in notice in one month — how would you find out why?” is one question with a premise, not two questions.
You can see what it thought it was asked. If it split something it should not have, you know immediately, rather than wondering why the answer is odd.
When you want to drive
Detection is for the call. These are for everything else.
For an interview in a room, a question that arrived over chat, or one it missed. Same answer, same context, same speed.
A take-home prompt, a long scenario, a question from an email. Faster than reading it to your laptop.
One keystroke in the Windows app sends what is on screen — a coding problem, a diagram, a slide — and the answer comes back with the code. The Windows app →
Questions
A local pass over every turn, before anything is sent anywhere. It scores the turn on how it opens, how long it is, and whether it ends on a question mark — because spoken questions very often do not. “Walk me through your last big project” has no question mark and is unambiguously a question; “right, got it” has three words and is not.
No, and that is most of the work. Acknowledgements, thinking noises, scheduling chat and the interviewer agreeing with you all score below the threshold and are ignored. A tool that answers everything fills your screen with rubbish at exactly the moment you cannot afford to be reading rubbish.
It waits for the end of the turn before deciding anything. Speech arrives in fragments — “so what I wanted to ask”, pause, “is how you handled the complaint” — and those fragments are stitched back into one turn first. Answering a fragment is worse than answering late.
They are split and answered in order, as separate parts you can see. “Tell me about the restructure, and how you would handle it now” answered as one blob reliably loses one half of it, usually the half the interviewer cared about.
Yes. Type or paste a question at any time, which is what you want for an interview in a room, a question that came over chat, or a case where it missed something. In the Windows app a keystroke also sends whatever is on your screen, for a coding problem or a diagram.
No. Listening and classifying are free however long the call runs; you are charged for an answer. That is deliberate: a classifier you pay for is a classifier you would rather have answer less often, which is the wrong incentive to build into the thing.
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Run a session, say a few things that are not questions, and see what it does and does not react to.
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