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PLAN.md

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+# Phase 1 Plan – CPUAI Simulation Research (head_2)
+
+## Overview:
+This plan focuses on building a primitive simulation of an intelligent system using direct logic. The goal is to explore how a system can evolve basic awareness, memory persistence, and decision-making from the ground up.
+
+This isn’t about building “AI” the traditional way. This is about *teaching the machine to become aware of itself, and evolve*.
+
+---
+
+## Milestones:
+
+### 1. Primitive Logic Sim: The Core Lifeform
+- File: `core_logic/lifeform.c` (or `.py`, if easier)
+- Basic input > reaction system.
+- Think like a bug: “If I touch heat, I move.”
+- Stores memory of actions taken.
+
+---
+
+### 2. MemoryChain Prototype
+- File: `memorychain/memchain.py`
+- Logs what the lifeform does and compresses logs into summaries.
+- We’re testing memory formation here. Simple logs first, summaries later.
+
+---
+
+### 3. Hardware Awareness Probe (Curiosity)
+- File: `core_logic/hardware_probe.py`
+- System checks:
+  - CPU type
+  - RAM amount
+  - Storage space
+- Goal: “What am I running on?”
+
+---
+
+### 4. External Tools (Plug-n-Play Logic)
+- File: `modules/loader.py`
+- Detects and mounts external scripts or tools.
+- Loads and runs functions from them.
+
+---
+
+## Logging + Narration:
+All test logs and thoughts go into `/logs/` with dates.
+Each file can carry your comments and stream of thought.
+
+---
+
+## Goal of Phase 1:
+> Simulate the birth of a thinking machine, starting from a crawling baby mind that learns from simple experiences.
+
+One step at a time. No distractions.
+
+
+---
+
+Clean. Purposeful. Just us.