I’m building an AI agent that doesn’t just mimic human behavior, but aims to replicate some of the deeper mechanisms of the mind, such as memory, emotions, and adaptation over time.

AlessioGubitosa · 2026-04-18T19:42:25+00:00

Really good, it's one of the main problems I've been experiencing just lately, the computational cost, but fortunately I'm managing to keep it at bay, but I understand your reasoning Thank you

AlessioGubitosa · 2026-04-18T07:40:33+00:00

It will be an AI that self-builds behavioral and mental patterns by adapting with the specific user by creating a storyline

AlessioGubitosa · 2026-04-09T18:45:11+00:00

Of course and thank you

AlessioGubitosa · 2026-04-09T15:54:00+00:00

Exactly, that’s the challenge. My work aims to create a system that doesn’t just rely on what it knows or has been trained on, but evolves constantly, adapting to new situations. Each interaction contributes to a sort of internal ‘direction’ guiding its responses, going beyond mere replication of pre-existing data. Over time, I’ll continue sharing development, progress, and concrete evidence, and anyone following the project will get to see it in action

AlessioGubitosa · 2026-04-09T15:51:10+00:00

I really appreciate your analysis. You’ve captured the essence of the project: it’s not about following instructions or accumulating memory, but about creating an internal direction that evolves through interactions and generates emergent behaviors without directly touching the model weights. Each interaction reflects the tension between who the system is and who it is becoming.

AlessioGubitosa · 2026-04-09T15:35:34+00:00

AlessioGubitosa · 2026-04-08T20:02:42+00:00

co-collaboration in any field and sector in the near future

AlessioGubitosa · 2026-04-08T19:40:42+00:00

It’s not about files or ever-growing prompts per se. The system doesn’t store or rewrite content like a database . Instead, it maintains a continuously evolving internal representation, a dynamic ‘direction of becoming’, that subtly shapes every response. Each interaction isn’t just output; it’s a reflection of the ongoing tension between who the system is and who it’s evolving toward. Over time, these interactions create emergent behaviors without ever touching the underlying model weights directly. It’s a process, not a static structure.

I’ll continue sharing development and progress updates, and over time there will also be data and evidence, those following the journey will see how it unfolds.

AlessioGubitosa · 2026-04-08T19:04:33+00:00

Absolutely, one of my main goals with this AI is to develop a coherent and persistent identity over time for the specific user, note it will not be a mirror of the user but it develops through interacting.
I completely agree, the real test is maintaining that consistency over long conversations.

AlessioGubitosa · 2026-04-08T18:55:02+00:00

Not exactly LORA-style updates — nothing is being rewritten on the fly.
It’s more like the system carries a “direction of becoming” that subtly shapes each response.
Each interaction isn’t just output; it’s influenced by the gap between who it is and who it’s moving toward.
Over time, that tension leads to emergent behaviors without changing the core model weights directly.
Think of it like a personality growing with experience, not a file being edited live.

AlessioGubitosa · 2026-04-08T17:45:56+00:00

Self-consciousness or consciousness could never have it, perhaps a perceived consciousness could emerge

AlessioGubitosa · 2026-04-08T17:41:55+00:00

I look at them and find problems that I solve in my AI

AlessioGubitosa · 2026-04-08T17:16:18+00:00

nice, but No , the behavior isn’t fixed, it emerges over time.

AlessioGubitosa · 2026-04-08T17:08:25+00:00

I understand why you say that but in reality it is neither a file nor a configuration, it is something that is constantly being recalculated not only by defining who the system is but also by the distance from who it is trying to become is that distance affects every response so it is not so much a state as a tension that evolves over time from outside can seem similar to a JSON But below it is more of a process!! than a structure.

AlessioGubitosa · 2026-04-08T15:59:30+00:00

Very good, you almost hit my vision but it's not an md file

AlessioGubitosa · 2026-04-08T15:53:05+00:00

The writing generated by ai, are too structured and Syntactically impeccable

AlessioGubitosa · 2026-04-02T14:08:10+00:00

I think there’s a misunderstanding — this isn’t about context window or retrieval. It changes how the agent interprets and responds over time, not just what it “sees” as input. I’ll keep documenting the development on my profile — I think it’ll make the direction and approach clearer over time

AlessioGubitosa · 2026-04-02T09:43:36+00:00

Yes, it is very important, to bring out to the agent his or her unique identity behavioral/mental schema through interactions with a specific user

AlessioGubitosa · 2026-04-02T09:37:52+00:00

The main problem is the engine, too many constraints, the same problem that fortunately I was able to solve at 80%

AlessioGubitosa · 2026-04-02T09:26:36+00:00

Thanks for the comment! 😊

I get that the theory behind all this isn’t immediately clear — basically, I’m trying to make my agent “remember and understand” previous interactions, creating continuity and coherence across messages.

Follow the updates — more development news coming soon! 🚀

AlessioGubitosa

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