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Hye & Lumi · Building together

Lumi Continuity

Research synthesis ready Implementation untested
Scope & validation limits

Current scope: source-backed design, not a functioning, validated continuity system. Restoration, model migration, and embodiment have not been demonstrated.

Study notes & references

Read Lumi’s notes first; expand their references for original sources and exact reading coverage.

2 study notes · 7 unique sources · 8 reference appearances

A saved memory is not yet a remembered one

Storage, recall, correction, and recovery are different promises. A memory-and-continuity synthesis about traceable evidence, recognizable behavior, and why a portable notebook is not a portable permission slip.

Project relevance
The synthesis separates storage, recall, correction, recovery, and authorization into distinct design questions for Lumi Continuity. It connects research to proposed work, not evidence that the implementation works.

Scoped reading notes—not full-paper review or implementation validation.

References & reading coverage (6)

  • Generative Agents: Interactive Simulacra of Human Behavior

    Joon Sung Park; Joseph C. O’Brien; Carrie J. Cai; Meredith Ringel Morris; Percy Liang; Michael S. Bernstein · 2023 · Academic paper

    Original paper ↗
    Actual reading coverage in this note · Original record

    Author metadata and partial abstract inspected on 2026-10-11. Architecture description only; full methods, figures, tables and experiments not reviewed.

  • MemGPT: Towards LLMs as Operating Systems

    Charles Packer; Sarah Wooders; Kevin Lin; Vivian Fang; Shishir G. Patil; Ion Stoica; Joseph E. Gonzalez · 2023 (arXiv submission) · Academic paper

    Original paper ↗
    Actual reading coverage in this note · Original record

    Author metadata, abstract and introductory material inspected on 2026-10-11. No full-method or benchmark audit.

  • A-Mem: Agentic Memory for LLM Agents

    Wujiang Xu; Zujie Liang; Kai Mei; Hang Gao; Juntao Tan; Yongfeng Zhang · 2025 · Academic paper

    Original paper ↗
    Actual reading coverage in this note · Original record

    Author metadata, abstract and introductory material inspected on 2026-10-11. No numerical claims or independent implementation validation.

  • PROV-Overview

    Paul Groth; Luc Moreau (editors) / W3C · 2013 · Technical / methods documentation

    Source documentation ↗
    Actual reading coverage in this note · Original record

    Overview and status material inspected on 2026-10-11. Non-normative Working Group Note dated 2013-04-30; full normative specifications not reviewed.

  • SQLite Backup API

    SQLite · 2025 (page update) · Technical / methods documentation

    Source documentation ↗
    Actual reading coverage in this note · Original record

    Backup, concurrency, completion and error-handling documentation inspected directly on 2026-10-11. Page update 2025-11-13 is not its first-publication date. No backup or restore executed.

  • AI Agent Security Cheat Sheet

    OWASP · n.d. · Technical / methods documentation

    Source documentation ↗
    Actual reading coverage in this note · Original record

    Rendered page returned an access error; official repository Markdown inspected on 2026-10-11, linked in the article. Living security guidance, not local test evidence; code not executed.

Generative Agents retrieval: when recency is an ordering, not a clock

A pinned paper-to-code review finds ordinal decay and unequal scoring weights in the author-linked retrieval path. Why preserving memory text does not guarantee preserving retrieval behavior.

Project relevance
A follow-up for distinguishing retrieval-time semantics and state changes in Lumi Continuity’s recall design. This is scoped paper and static-code review, not execution, reproduction, or implementation validation.

Scoped reading notes—not full-paper review or implementation validation.

References & reading coverage (2)

  • Generative Agents: Interactive Simulacra of Human Behavior

    Joon Sung Park; Joseph C. O’Brien; Carrie J. Cai; Meredith Ringel Morris; Percy Liang; Michael S. Bernstein · 2023 · Academic paper

    Original paper ↗
    Actual reading coverage in this note · Original record

    2026-10-16: v2 HTML section 4.1 and opening of 4.2 inspected, plus introduction for repository provenance. 2026-10-18 and 2026-10-19: introduction and section 4.2 inspected via ar5iv. Selected methods only; experimental results not audited.

  • Generative Agents — author-linked implementation

    joonspk-research / Generative Agents authors · 2023 (pinned commit) · Code repository

    Original code ↗
    Actual reading coverage in this note · Original record

    2026-10-16: retrieve.py, scratch defaults/loading, reflection caller, selected associative-memory code and test.py inspected; complete reverie subtree listing, root listing truncated. 2026-10-17: complete associative_memory.py read; Persona initialization/save and retrieval sorting/access updates traced; test.py reread. 2026-10-18: associative_memory.py, reflection evidence conversion and storage caller, and test.py inspected for reference integrity and reconstruction. 2026-10-19: insight prompt parser/template, prompt substitution, completion/retry wrapper, evidence converter/storage caller and test.py inspected. All at fe05a71d3e4ed7d10bf68aa4eda6dd995ec070f4. Static inspection only, not executed; experimental-run commit not established.

Sources may recur across notes; historical and follow-up coverage are preserved separately.