How it works

What happens to a comment, and where we stop.

Most of what makes this safe to use is a decision about what not to do: not to guess at something only you know, not to give itself permission, not to send a reply twice. Here is each one in plain terms.

One

It asks you instead of guessing.

The dangerous thing an AI writes for you is not a clumsy sentence. It is a confident one that happens to be wrong — a price, a delivery date, a promise to send somebody a file. It reads well, so you approve it without thinking twice, and you find out about it when somebody holds you to it.

So Respondu is allowed to say “I do not know this one.” When a comment needs a fact you have never given it, it does not have a go anyway. It sets the comment aside and puts the question in front of you. You answer it once, in a sentence, and every comment that was waiting on that same question gets a reply.

What happens to a comment that needs a fact only you have A comment arrives and is checked for whether it needs something only you know. If not, a reply is written straight away. If it does, the comment waits and the question is put to you; your answer is saved and releases every comment that was waiting on it, which are then replied to. A COMMENT arrives DOES IT NEED SOMETHING ONLY YOU KNOW? NO REPLY WRITTEN YES IT WAITS, AND ASKS YOU YOU ANSWER, ONCE in a sentence EVERYONE WAITING ON IT GETS A REPLY NOTHING HERE LETS A FACT IN FROM SOMEBODY ELSE — ONLY YOU CAN TELL IT SOMETHING ABOUT YOU
There is no path on that diagram where a fact arrives from somebody else’s comment. Repeating a stranger’s guess in your voice would still be making something up — it would just have a source.

Some answers go out of date, and it knows which

“I record in Ableton” will be true next year. “Three UK dates in October” will not. So when you answer something, you say which kind it is, and the temporary ones stop being used when they run out rather than quietly turning into something wrong. A stale fact about your setup is a bit embarrassing. A stale tour date sends somebody to a venue.

It keeps your answers where they belong

An answer can apply to one post, one channel, or everything you do. If it is not obvious, it is kept narrow on purpose — an answer about one post repeated under everything you publish is a real problem, while one kept too narrow just means it asks you again some time.

Two

It has to earn the right to reply without you.

Respondu only gets to reply on its own once there is real evidence it writes what you would have written. That evidence is simply what you do: every time you post or bin a draft, it notices how much you changed first. You never give it a score, and there is no “approve with edits” button — because a product that let itself be rated would quietly rate itself well.

The important part is that it is hard to convince. A short good run does not count for much, and it is deliberately built that way.

Why a short good run is not enough Two curves showing how sure Respondu can be that it gets replies right. After three replies that all went well, the range of what is still plausible is wide and reaches well below the bar it has to clear. After twenty, the range is narrow and sits just past the bar. THE BAR IT HAS TO CLEAR AFTER 3 GOOD REPLIES STILL NOWHERE NEAR AFTER 20 JUST ABOUT THERE HOW OFTEN IT GETS A REPLY RIGHT BOTH OF THESE ARE PERFECT RECORDS. ONLY ONE OF THEM PROVES ANYTHING.
Grey is three replies that all went well. Brass is twenty. Both are flawless records, and the averages are identical — but three could easily be luck, and twenty could not. Respondu judges itself by the cautious end of that range, not the flattering one.

Slow to earn, quick to lose

A good record from months ago does not count for much today. If it gets something wrong while working on its own, it drops back a setting straight away — and if you had to step in and stop a reply going out, that counts double, because you should not have had to. A bad week on one channel never changes what it is allowed to do on another.

Some replies always come to you

However well it is doing, roughly one reply in fifty still comes to you anyway. Without that, the day it stopped being checked would be the day it stopped actually knowing how it was doing.

Some comments are never automatic

Anything touching legal, medical or money advice, anything where somebody sounds like they are in trouble, and anything involving a child gets no draft at all — it comes to you with an empty box and the reason why. That does not change however well the channel is going.

Three

One comment, one reply — even when something goes wrong.

Sending a reply can fail in an annoying way: it goes out, the connection drops, and there is no way to ask “did that arrive?” Try again and you might have just replied twice, publicly, under your own name, where you cannot take it back.

So Respondu never simply tries again. If it cannot tell what happened, it goes and looks at your channel to see whether the reply is there.

What happens when a reply is sent An approved reply is queued and sent once. If it clearly worked it is marked posted; if it clearly failed it is marked failed. If it is unclear, it is never sent again — instead Respondu checks your channel to see whether the reply arrived. YOU POST IT wording saved now IN THE QUEUE once, and only once SENT IT WORKED IT CLEARLY FAILED NO IDEA — NEVER SENT AGAIN WE CHECK YOUR CHANNEL INSTEAD AND WE CHECK IT IS ACTUALLY VISIBLE — A REPLY QUIETLY HIDDEN BY A SPAM FILTER IS NOT A REPLY
The exact wording you approved is saved the moment you press post, so nothing can change it between you approving it and it going out.

Smaller things you will notice

Longest wait first

The comment that has been waiting longest comes to you first, not the one that arrived while you were looking. A reply is worth less the later it turns up, so the ones about to become pointless go to the front of the queue.

It learns from you, not from itself

Only replies you wrote yourself teach it your voice. Its own drafts never do. Copying itself is how a voice slowly turns into a parody of itself.

It uses your words for your work

A Short is a Short, a live stream is a live stream. Respondu does not invent its own name for the thing you published, because a tool that calls your work by the wrong word is a tool that does not understand it.

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