AGI Doesn't Need More Parameters – It Needs an Epistemic Loop
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1 hour ago
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| researchgate.net
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swirljak
1 hour ago
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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.
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