Can You Really Train an AI Companion? What Your Feedback Does

Under the hood

Lots of people rate every single reply, convinced they're teaching their companion. Mostly they aren't, at least not the way they imagine. Here's what each kind of feedback really does.

We may earn a commission from links on this page. It never changes a rating.

"Training" a companion makes it sound like software slowly learning your tastes, the way a puppy would. The truth is messier. A few levers change behavior instantly, some change it slowly for everybody, and some mostly make you feel involved.

What shapes any given reply

The model writes each reply from whatever it can see right then, the mechanism laid out in how an AI companion writes its replies:

  1. The character's description and settings.
  2. Saved memories and summaries pulled in for this chat.
  3. The recent conversation itself.
  4. The base model, as the company last updated it.

Your feedback counts only to the degree that it alters one of those four.

Levers ranked, strongest first

Ranking of six feedback tools by power and speed, from rewriting the character sheet down to thumbs ratings

Rewrite what the model reads. Its feelings toward you aren't the target.

LeverWhat it touchesSpeedPower
Rewriting the character descriptionInstructions read ahead of every replyInstantStrong and permanent
Editing one of her repliesThe chat the model copies fromFollowing repliesStrong while it's in view
Memory notesFacts pulled into future chatsNext time they're retrievedStrong for facts, weak for style
Out-of-character notesThe scene in progressInstantFades as the chat grows
RegeneratingThat one reply onlyInstantNothing past that reply
Ratings (thumbs, stars)Usually training data for future modelsWeeks or months, if everWeak for your character

Edit her, don't argue with her

Complaining in character ("that's not like you") seldom works, since the scolding becomes part of the chat the model imitates. Rewrite her reply into what she should have said and the model has a correct example to follow. Where an app allows edits, this is the habit worth building first.

Style goes in the description, facts go in memory

  • Style covers tone, sentence length, humor and how affectionate she is. It belongs in the description, since it has to apply to every reply. Our character builder guide explains which fields count.
  • Facts such as your job, your dog's name or last week's events belong in memory, which gets pulled in when relevant.

Mixing them up backfires. Style notes in memory get retrieved unevenly, and long fact lists in the description push out personality.

What ratings are for

In most apps, ratings feed the company's data for improving its models, usually across every user. That can be worthwhile, since you're helping later versions, but it's no direct line to your own character. A few apps say ratings tune your companion in particular. Even so, the shift is gradual and nowhere near as strong as a rewritten description.

If privacy matters to you, read the policy: rating a reply may flag that conversation for review or training, which is a trade-off. See who reads your AI companion chats.

A weekly tune-up

  1. Jot down two things you liked and one that bugged you this week.
  2. Turn the annoyance into a positive instruction in the description ("She answers in short, dry sentences," not "Don't ramble").
  3. Put any important new facts into memory.
  4. Open a fresh chat if the old one has wandered. Long conversations build up habits, as personality drift describes.

No, a companion won't get to know you like a person would. It does read you on every turn, though, via its description, its memory and your latest words. Alter that input and you alter the character.

Frequently asked questions

Does a thumbs up or down reshape my companion?

Seldom right away, and often not your companion in particular. Most apps gather ratings to improve the model for all users in later updates. A few use them to tune your own character, but it's slow and weak next to rewriting the description.

How do I quickly change the way she talks?

Rewrite the description or personality field, and fix replies by editing them instead of arguing. The model copies its instructions and the recent chat. Those are the two levers that act instantly.

Is my companion learning from our chats?

Facts and summaries go into a memory system, which is how details come back later. The base model normally isn't retrained on your chats as they happen. Whether they feed future versions is a matter of company policy.