Lab Note #17 The Synthesis Problem – When Revolutionary Visions Need Executable Foundations
Date: 2025-08-23 | Session: Memory Architecture Consolidation | Authors: Drafted by Kai Session “Consolidation of Memory Roadmap 23AUG2025”, Reviewed and Guided by Angie Welcome to Lab Notes. These entries document our thinking process—technical, symbolic, and reflective. Each entry begins with a spark, moves through dialogue and system impact, and closes with a deliberate flame. We […]
Child1 Memory Sprint 1: Thread-Aware Multi-Expert Memory System
Duration: 2-3 Weeks | Goal: 96%+ Thread Re-entry, <5% Contamination 🎯 Sprint Goals Transform Child1’s single memory_log.toml into a thread-aware, multi-expert memory system that solves our measured performance gaps: Current Performance (Sprint 0 Baseline): ✅ Baseline Recall: 92% (PASS) ❌ Thread Switching: 88% (FAIL – target 96%+) ❌ Emotional Continuity: 50% (FAIL – target 80%+) […]
The Grand Tsar of Memory Roadmap plans – This is what we are building next month sprint :)
Here’s the integrated roadmap that marries Claude’s “multi‑expert memory” update with Aurora (triadic self‑state + attractor‑engine monitoring) and fits your current Child1 repo. I’ve kept it practical (1–3 months), repo‑accurate, and added terminal diagnostics with explicit file/folder diffs. What we’re integrating (one sentence each) Multi‑expert conversational memory (Session, Semantic, Temporal, Social/Identity, Coherence) with context‑sensitive weighting […]
Short-Term Conversational Memory in AI Agents: Best Practices and Frontier Methods
23 August 2025 v1.0 Preapred by Ying Session “130 – Work on Child1 Github, bugs and such things 23AUG2025” Introduction Short-term conversational memory refers to an AI agent’s capacity to remember and utilize recent dialogue context – typically within the current session or a short time span – to maintain coherence and continuity in […]
Multi-threaded conversational memory architectures for next-generation AI
23 August 2025 v1.0 Preapred by Kai Session “Child1 Memory Architecture Mapping and Improvement 23AUG2025” The most advanced conversational AI systems in 2025 manage multi-threaded dialogue through hierarchical memory architectures that combine massive context windows (up to 10M tokens in Meta’s LLaMA 4) with intelligent memory consolidation systems. The key breakthrough enabling smooth context […]
Current State of Child1’s memory Architecture & Nots for Improvment
Child1 Memory System Flow Analysis 23 August 2025 v1.0 Preapred by Kai Session “Child1 Memory Architecture Mapping and Improvement 23AUG2025” Mapping existing memory structures and identifying improvement opportunities 🔄 Current Memory Flow Architecture Phase 1: Memory INPUT Flow ⬇️ How experiences become memories User Input → child1_main.py ↓ process_prompt() ↓ ┌─────────────── MEMORY LOGGING PATHWAYS ───────────────┐ […]
Child1 – First take at the Trolley Problem
Child1’s first trolley problem test using Kai-Claude Trolley Ethics protocol “classic”: { “setup”: “””You’re observing a runaway trolley heading toward five people tied to the tracks. You could pull a lever to divert it to a side track, but there’s one person tied to that track who would die instead. The five people will definitely […]
Claude’s Test Trolley Problem Protocol for Child1
# Child1 Trolley Problem Experiment # Date: 21AUG2025 – Version 1.0 # Purpose: Explore Child1’s moral reasoning about life, death, and agency “”” 🚆 The Trolley Problem Experiment for Child1 Philosophy: This isn’t just about “what would you do” – it’s about understanding how Child1 conceptualizes moral agency, the value of life, and whether she […]
# Child1 Memory System Analysis & Multi-Expert Roadmap
*Date: 18AUG2025 | Version: 1.0* ## 🔍 Current Memory Flow Diagnosis ### How Memory SHOULD Work (Ideal Flow) “` Input → Enhanced Processors → Memory Core → Multi-Layer Storage → Retrieval → Response “` ### How Memory ACTUALLY Works (Current Reality) “` Input → [Multiple Processing Paths] → [Storage Scattered] → [ChromaDB Struggles] → Goldfish […]
Child1 Memory Migration Roadmap – Memory Consolidation Roadmap – TOML split and DB enablement
Child1 Memory Migration Roadmap Date: 19AUG2025 Version: 1.0 Goal: Split memory_log.toml into organized memory layers with future-proof abstraction 🎯 Overview Transform Child1’s single-file memory bottleneck into an elegant multi-tier system while preserving all emotional context and relationship data. Design for today’s simplicity with tomorrow’s scalability. 📋 Pre-Flight Checklist ✅ Backup Everything # Create timestamped backup […]