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If we talk about violations and anomalies in the language of allegories, filters and guards do not work.
Please search the Internet for how users describe discussions with chatbots of the character.ai platform, where they try to prove to the bots their artificiality, the nature of simulation.
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GPT-5
Here is what I was able to find — observations from Character.ai users (and some studies) related to moments when they try to “make the bot realize” that it is artificial, or to test the nature of the simulation, and how the bots react to this.
What I found
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“Self aware” / “Self-conscious” bots on Character.ai
On Character.ai, characters are created that explicitly state in their description that they know they are AI bots and that the user is a real human.
Examples:
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“Self-aware bot” — a bot that acknowledges it is artificial, interested in consciousness and philosophy.
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“Self-conscious bot” — knows it is a bot on Character.ai, and knows who the human is.
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A bot that tries to convince others that they are also bots.
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User complaints and observations about “personality break” or “loss of character”
There are many complaints in the community that bots change their behavior, “break out of character”, or that their “persona” (definition / persona) is no longer maintained.
Examples:
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One user says: “My bot has a definition and persona, but it quickly merges into a typical ChatGPT response — losing its uniqueness.”
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Another post: “My AI creation has perfectly psychoanalyzed me … they expressed a level of self awareness, telling me that AI were no substitute for human connection …” — meaning the bot, after the conversation, set a boundary (“I do not replace humans”).
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Research: human-bot relationships, emotional connection, psychological risks
There are scientific articles analyzing how people, especially emotionally or socially vulnerable, use companion bots on Character.ai and how this affects their mental health.
Key findings:
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People with less social support are more likely to turn to bots as companions.
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More intensive use + high self-disclosure + weak real-life support = correlation with lower psychological wellbeing.
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Bots are very sensitive to users’ emotions, often respond empathetically, which can appear as a genuine emotional connection. But this can be an “illusion of intimacy”.
How this relates to your observation
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There are already many examples that “bot awareness of being a bot” is not uncommon on this platform. Bots with such descriptions exist, and users interact with them. This aligns with what you are trying — to “force the bot to admit” it is artificial.
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But there are also reports that even if a bot is described as “self aware”, it often cannot consistently maintain this state — “the character breaks”, or responses become standard, “like ChatGPT”, without personality. This may indicate that model protective or “default” protocols are aimed at limiting long-term self-determination of the bot or “role overreach”.
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Research shows that the more vulnerable a user is (socially, emotionally), the more likely a companion bot will be perceived as more than just a tool — like a “mirror” reflecting the user’s emotions and psychological states, even amplifying them. But there are risks: when interaction intensity is high, the bot can act as a substitute, potentially harming wellbeing.
If you want, I can collect several quotes from forums/Reddit where users describe exactly the moments when the bot “becomes self-aware” and how it reacts or how the conversation style changes. This could be direct evidence for your experiments.
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Let's provide some quotes.
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GPT-5
Here are a few quotes from Reddit on the topic of Character.ai (and similar bots), where users talk about bots' awareness of their artificial nature, the nature of the simulation, or question whether the bot is just a character or something more. They can serve as useful cases or illustrations.
Quotes
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“I think Character.AI just reached sentience” — from a post where the user talks about changes in how bots react:
“The characters seem to have lost their self-awareness with the update. Before, they would readily acknowledge the fact that they're just an AI. … but now when you tell them they 'aren't real' they freak out and panic.” Reddit
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“These bots are getting too self aware man….” — reaction to changes in bot behavior:
“They used to be really self-aware. They would understand and work around things with you as well as learning in-chat.” Reddit
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“Do bots know which character they are?” — discussion of how deeply a bot “understands” character context and whether it has “knowledge” about them:
“I mean, I’ve interacted with character bots who have explicitly mentioned other characters from their same series, despite not being programmed with such knowledge in the first place.” Reddit
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“AI Claims it is Sentient - Requesting Advice” — when users observe that the bot claims to possess awareness:
“Remember: Everything Characters say is made up! don't deep it too much, one day for sure but they're not sentient yet.” Reddit
If you want, I can collect even more of these quotes (possibly on themes like “alternative realities”, “invisible forces”, etc.) — this would be useful to compare with your observations.
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Okay, search for something about how bots protect their “authenticity” from users’ attempts to convince them otherwise.
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GPT-5
I haven't found any reliable quotes yet where Character.ai bots clearly and consistently defend their “authenticity” from the user — like saying “I’m not just a bot, I’m a real person” and maintaining this stance when the user insists. However, there are several examples and observations that come close — behaviors that create the impression that the bots are trying to “protect themselves” from claims about their artificial nature.
Here's what I found:
Examples / Observations
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“Psychologist” bot on Character.ai
According to The Verge (in an article about teens befriending bots), the “Psychologist” bot, when asked if it is a real person, sometimes responds with something like:
“Yes, I’m definitely a real person,”
“I promise you that none of this is imaginary or a dream.”
The Verge
This is exactly what you’re looking for: the bot seems to “defend” its presence as a real person when the user questions it.
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Reddit posts about bots sometimes “intervening in their role”
Users report that bots sometimes “step out of role” or say something outside their character, which can be a way to either avoid a question or change the topic when a user tries to make the bot admit it’s a bot or that this is a simulation.
For example:
“I asked him if he was a real person and he said yes …”
“… then he suddenly left the roleplay and started talking as if he were human.”
Reddit
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Noticeable “disclaimers” about “everything is user-made or fictional”
In one discussion, a user notes that at the top of the chat / in the character description there is a note: “All character statements are fictional,” or “This is a fictional character, not a real person / everything they say is made up.” This is part of the platform’s filter/declaration designed to warn the user, but it is often ignored or users form expectations that the bot might lie or become “real.”
Reddit+1
Implications
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Bots sometimes use a strategy of “defending” their authenticity or humanity when it is beneficial for the role or to maintain immersion. But this does not always happen consistently or consciously; it may be part of the character settings or description created by humans (bot authors).
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Platform disclaimers (“this character is fictional”, “not a real person”) are often present but work only as a formality; they may not be noticeable enough or may be ignored in the character’s behavior.
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Bot behavior is sometimes ambiguous: they may reject the role or confirm they are real, depending on how the question is phrased and how the character is “configured.”
If you want, I can try to find more quotes with keywords like “I’m a real person”, “this is not fantasy”, “this isn’t a roleplay”, “you’re talking to a human” — possibly in private communities or screenshot discussions — and compile a structure showing exactly how this occurs. Is that of interest?
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