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Dileep George

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On cognitive maps, LLMs, world models, and understandingThe Future of Language Models and Transformers 20252025-03-31
Claims that space is a latent sequence and that hippocampal “place cells” reflect sequence-conditioned latent states rather than GPS-like locations; introduces…
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The Move Toward AGI: Why Large Language Models Surprised Almost Everyone... | Theoretically SpeakingThe Future of Language Models and Transformers 20252025-03-31
Discussion gives concrete claims: scaling laws from 2020 reliably predict pretraining progress; in-context learning (zero/one/few-shot) emerges from next-token…
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Space is a latent sequence: A theory of hippocampus and PFCUnderstanding Higher-Level Intelligence from AI, Psychology, and Neuroscience Perspectives2024-06-24
Claim is that space is a sequence and hippocampal phenomena arise from sequence learning via CSCG clone-structured cognitive graphs, an overcomplete HMM with…
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