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1. Conceptual blueprint for a low-energ... Conceptual blueprint for a low-energy cognitive organism. Not a transformer; not token prediction; not a working ML model.

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   from __future__ import annotations

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   from collections import deque

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   from copy import deepcopy

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   from dataclasses import dataclass, field