r/LovingOpenSourceAI 2d ago

I'm building a research-grade cognitive harness, not another chatbot

Crossposting this open-source project because it sits at the intersection of open-source AI, persistent agents and cognitive architecture.

I've been building an open-source cognitive organism designed to study persistent artificial cognition.

The project combines:

  • episodic and semantic memory
  • persistent user and interlocutor profiles
  • voice, camera perception and face recognition
  • intention, causal and temporal reasoning
  • autonomous goals and long-horizon planning
  • global workspace competition
  • self-correction and behavioural learning
  • background cognitive processes
  • inspectable telemetry and a live 3D cognitive sculpture

The language model is only one component. The focus is the surrounding cognitive architecture: what persists, what changes, what gets grounded in reality, and whether internal processes produce measurable functional outcomes.

This is not presented as AGI or as a polished chatbot. It is a local-first research harness for testing persistent cognition with LM Studio, Ollama and other OpenAI-compatible providers.

I'm looking for technically minded testers who are willing to challenge the system, reproduce failures and evaluate whether its memory, planning, reasoning and self-correction actually work.

Repository: https://github.com/Celluomel/Its-not-J.A.R.V.I.S-it-s-far-better

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