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AGI Doesn't Need More Parameters – It Needs an Epistemic Loop

https://www.researchgate.net/publication/397730862_Coherence_Over_Truth_On_Minds_Models_and_Reality
2•swirljak•1h ago

Comments

swirljak•1h ago
I wrote a short preprint arguing that LLM hallucinations aren’t an artifact of scale but a consequence of an “open-loop” architecture. Transformers optimize for internal coherence, not grounding. I propose an “Epistemic Loop” to distinguish primary data from latent recombination. Before the next paper, where I plan to outline a functional design for the Epistemic Loop Architecture (ELA), I’d be grateful for any critical feedback and discussion on the ontological assumptions presented here.

Mobile App UI Screens (built by two founders in Nepal)

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