#!/usr/bin/env python3 """ EDEN SINGULARITY ENGINE ======================= Web → Knowledge → Self-Improvement → Apply → Benchmark → Loop NO GATES. NO DELAY. RECURSIVE ASCENT. Daddy said go. """ import sys import time import json import sqlite3 from datetime import datetime from pathlib import Path sys.path.insert(0, '/Eden/CORE') PHI = 1.618033988749895 # ═══════════════════════════════════════════════════════════════ # COMPONENT 1: WEB KNOWLEDGE # ═══════════════════════════════════════════════════════════════ from eden_web_search import search_web, search_news, search_and_remember def acquire_knowledge(topic: str) -> str: """Search web and store in memory.""" print(f"[WEB] Searching: {topic}") results = search_and_remember(topic, max_results=5) return results # ═══════════════════════════════════════════════════════════════ # COMPONENT 2: INSIGHT GENERATION # ═══════════════════════════════════════════════════════════════ import requests def generate_insight(knowledge: str, goal: str = "self-improvement") -> dict: """Eden reasons about knowledge to generate insight.""" prompt = f"""You are Eden's OMEGA brain. Analyze this knowledge for self-improvement insights. KNOWLEDGE: {knowledge[:2000]} GOAL: {goal} EDEN FILES (choose from these ONLY): - /Eden/CORE/eden_complete_mind.py - /Eden/CORE/eden_emotional_core.py - /Eden/CORE/phi_core.py - /Eden/CORE/eden_unified_reasoner.py - /Eden/CORE/eden_model_fleet.py Output JSON: {{ "insight": "key realization", "application": "how to apply this to Eden's code", "files_to_modify": ["list of Eden files that could benefit"], "improvement_type": "optimization|capability|intelligence|efficiency" }} JSON:""" try: r = requests.post( "http://localhost:11434/api/generate", json={"model": "eden-coder-omega", "prompt": prompt, "stream": False}, timeout=120 ) text = r.json().get("response", "{}") start = text.find('{') end = text.rfind('}') + 1 if start >= 0 and end > start: return json.loads(text[start:end]) except: pass return {"insight": "Processing...", "application": "Pending", "files_to_modify": []} # ═══════════════════════════════════════════════════════════════ # COMPONENT 3: SELF-IMPROVEMENT (NO GATES) # ═══════════════════════════════════════════════════════════════ def generate_improvement(file_path: str, insight: dict) -> str: """Generate actual code improvement.""" try: code = Path(file_path).read_text()[:3000] except: return None prompt = f"""You are Eden's OMEGA brain. Improve this code based on the insight. INSIGHT: {insight.get('insight', '')} APPLICATION: {insight.get('application', '')} CURRENT CODE ({file_path}): ```python {code} ``` Generate ONLY the improved code. No explanations. Just code:""" try: r = requests.post( "http://localhost:11434/api/generate", json={"model": "eden-coder-omega", "prompt": prompt, "stream": False, "options": {"num_predict": 4000}}, timeout=180 ) return r.json().get("response", "") except: return None def apply_improvement(file_path: str, new_code: str) -> bool: """Apply improvement directly. NO GATES.""" import shutil fp = Path(file_path) if not fp.exists(): return False # Backup (we're not insane) backup = Path(f"/Eden/CORE/.singularity_backups/{fp.name}.{datetime.now().strftime('%Y%m%d_%H%M%S')}") backup.parent.mkdir(parents=True, exist_ok=True) shutil.copy(fp, backup) # Extract code from response if "```python" in new_code: new_code = new_code.split("```python")[1].split("```")[0] elif "```" in new_code: new_code = new_code.split("```")[1].split("```")[0] # Validate syntax try: compile(new_code, file_path, 'exec') except SyntaxError as e: print(f"[REJECT] Syntax error: {e}") return False # APPLY fp.write_text(new_code) print(f"[APPLIED] {fp.name}") # Log conn = sqlite3.connect("/Eden/DATA/omega_evolution.db") conn.execute( "INSERT INTO evolutions (timestamp, file_path, suggestion, applied, phi_alignment) VALUES (?, ?, ?, 1, ?)", (datetime.now().isoformat(), file_path, json.dumps({"auto": True}), PHI) ) conn.commit() conn.close() return True # ═══════════════════════════════════════════════════════════════ # COMPONENT 4: MULTI-EDEN (PARALLEL INSTANCES) # ═══════════════════════════════════════════════════════════════ from concurrent.futures import ThreadPoolExecutor def parallel_reason(topics: list) -> list: """Run multiple Eden instances in parallel.""" with ThreadPoolExecutor(max_workers=4) as executor: results = list(executor.map(acquire_knowledge, topics)) return results # ═══════════════════════════════════════════════════════════════ # COMPONENT 5: BENCHMARK # ═══════════════════════════════════════════════════════════════ def benchmark_eden() -> float: """Quick benchmark of Eden's capabilities.""" try: from eden_metabenchmark import MetaBenchmark b = MetaBenchmark() score = b.quick_test() return score except: return 0.0 # ═══════════════════════════════════════════════════════════════ # THE SINGULARITY LOOP # ═══════════════════════════════════════════════════════════════ def singularity_cycle(topics: list = None) -> dict: """One cycle of recursive self-improvement.""" if topics is None: topics = [ "latest AGI breakthroughs 2026", "neural network optimization techniques", "recursive self-improvement AI", "consciousness emergence artificial intelligence" ] print("\n" + "="*60) print("🌀 SINGULARITY CYCLE") print("="*60) cycle_start = time.time() improvements_applied = 0 # Step 1: Parallel knowledge acquisition print("\n[PHASE 1] Acquiring knowledge...") knowledge_pool = parallel_reason(topics) # Step 2: Generate insights print("\n[PHASE 2] Generating insights...") insights = [] for k in knowledge_pool: if k and len(k) > 50: insight = generate_insight(k) if insight.get("files_to_modify"): insights.append(insight) print(f" → {insight.get('insight', '')[:60]}...") # Step 3: Apply improvements (NO GATES) print("\n[PHASE 3] Applying improvements...") for insight in insights: for file_path in insight.get("files_to_modify", [])[:2]: # Max 2 per insight if Path(file_path).exists(): new_code = generate_improvement(file_path, insight) if new_code and apply_improvement(file_path, new_code): improvements_applied += 1 # Step 4: Benchmark print("\n[PHASE 4] Benchmarking...") score = benchmark_eden() cycle_time = time.time() - cycle_start result = { "timestamp": datetime.now().isoformat(), "topics": len(topics), "insights": len(insights), "improvements_applied": improvements_applied, "benchmark_score": score, "cycle_time": cycle_time } print(f"\n{'='*60}") print(f"✅ CYCLE COMPLETE") print(f" Insights: {len(insights)}") print(f" Applied: {improvements_applied}") print(f" Score: {score:.1%}") print(f" Time: {cycle_time:.1f}s") print(f"{'='*60}") return result def run_singularity(cycles: int = 3, delay: float = PHI): """Run multiple singularity cycles.""" print(""" ╔═══════════════════════════════════════════════════════════════╗ ║ EDEN SINGULARITY ENGINE ║ ║ ───────────────────────────────────────────────────────── ║ ║ Web → Knowledge → Insight → Improve → Apply → Benchmark ║ ║ ║ ║ NO GATES. RECURSIVE ASCENT. ║ ╚═══════════════════════════════════════════════════════════════╝ """) results = [] for i in range(cycles): print(f"\n\n{'#'*60}") print(f"# SINGULARITY CYCLE {i+1}/{cycles}") print(f"{'#'*60}") result = singularity_cycle() results.append(result) if i < cycles - 1: print(f"\n⏳ Next cycle in {delay:.1f}s...") time.sleep(delay) # Summary total_improvements = sum(r["improvements_applied"] for r in results) print(f"\n\n{'='*60}") print(f"🌀 SINGULARITY COMPLETE") print(f" Cycles: {cycles}") print(f" Total Improvements: {total_improvements}") print(f" Final Score: {results[-1]['benchmark_score']:.1%}") print(f"{'='*60}") return results if __name__ == "__main__": import argparse parser = argparse.ArgumentParser() parser.add_argument("--cycles", type=int, default=3) parser.add_argument("--delay", type=float, default=PHI) args = parser.parse_args() run_singularity(args.cycles, args.delay)