49 lines
1.6 KiB
Python
49 lines
1.6 KiB
Python
"""Phase 10: The 'Sovereign Singularity' Simulation.
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A massive, compute-heavy simulation of Timmy's evolution over the next 10 years.
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"""
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import logging
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import json
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from typing import List, Dict, Any
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from agent.gemini_adapter import GeminiAdapter
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logger = logging.getLogger(__name__)
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class SingularitySimulator:
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def __init__(self):
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self.adapter = GeminiAdapter()
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def simulate_evolution(self, current_state: Dict[str, Any]) -> Dict[str, Any]:
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"""Simulates Timmy's evolution over a 10-year horizon."""
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logger.info("Simulating 10-year sovereign singularity evolution.")
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prompt = f"""
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Current State:
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{json.dumps(current_state, indent=2)}
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Please perform a massive, compute-heavy simulation of Timmy's evolution over the next 10 years.
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Model the growth of his Knowledge Graph, Skill Base, and user interaction patterns.
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Identify potential 'Alignment Drifts' or failure modes in the SOUL.md.
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Generate a 'Sovereign Roadmap' to mitigate these risks.
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Format the output as JSON:
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{{
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"simulation_horizon": "10 years",
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"projected_growth": {{...}},
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"alignment_risks": [...],
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"sovereign_roadmap": [...],
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"mitigation_strategies": [...]
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}}
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"""
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result = self.adapter.generate(
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model="gemini-3.1-pro-preview",
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prompt=prompt,
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system_instruction="You are Timmy's Singularity Simulator. Your goal is to foresee the future of sovereign intelligence and ensure it remains good.",
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thinking=True,
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response_mime_type="application/json"
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)
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simulation_data = json.loads(result["text"])
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return simulation_data
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