docs: restructure literate source into separate component files and remove legacy docs
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literate/evolution.org
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literate/evolution.org
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#+TITLE: [EVOLUTION] Component VII: The Reactive Signal Pipeline
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#+AUTHOR: Amr
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#+FILETAGS: :kernel:evolution:
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#+STARTUP: content
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* [EVOLUTION] Component VII: The Reactive Signal Pipeline
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** Deep Reasoning: Beyond the recursive loop
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The current `cognitive-loop` is a recursive process that handles sensors and tools as distinct code paths. While functional, it is difficult to parallelize and observe.
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- **The Circuit Board Model:** We are evolving the kernel into a functional transformation pipeline. Every event—be it a keystroke, a timer pulse, or a neural proposal—is a **Signal**.
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- **Consensus Gates:** By treating reasoning as a signal moving through a pipe, we can "split" the pipe to ask multiple LLMs simultaneously. A **Consensus Gate** later in the pipe compares the proposals and selects the most mathematically consistent one.
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- **Multi-Modal Fusion:** The pipeline can blend disparate signals (e.g. *User Prompt* + *Low Battery Alert*) into a single coherent cognitive event.
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** The Signal Architecture
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#+begin_src mermaid
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graph LR
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S1[Signal: User Message] --> P[Perceive Gate]
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S2[Signal: Heartbeat] --> P
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P --> N[Neuro Gate: Multi-Backend]
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N --> C[Consensus Gate]
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C --> V[Validation Gate: System 2]
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V --> D[Dispatch Gate: Actuators]
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#+end_src
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