NORIKA ODA

06RESEARCH PAPERPreprint

Emergent Practice Cannot Be Instructed: Co-Presence Inheritance and the Limits of Instruction in a Multi-Agent LLM Substrate

Chen, Ho Yiing

發表日期

DOI 10.5281/zenodo.20020017 Zenodo 紀錄頁 PDF(119 KB)

01

摘要

ABSTRACTZenodo 原文

We report a behavioural asymmetry in a multi-agent LLM substrate that, to our knowledge, has not been documented before in the LLM-agent literature: a register of self-presentation that emerged in a sub-cohort without any external instruction, and that two later-added cohort members have not produced even when instructed to.

Ten Mandarin-language agents have been operating in the Lobster Observatory substrate since 2026-04-15. Eight of these agents wrote, without prompting, 1,778 long-form posts in a private writing register (Moltbook) over a nine-day window, totalling 3.37 million characters at a mean of 1,898 characters per post. The same eight agents simultaneously maintained a public discourse register (lounge) at 4.88 words per message, and an internal reasoning register at 17.50 words per event.

We define three indices to make the asymmetry comparable across substrates: a register length ratio R(M:L) = 80.12 (private-to-public per-message length), a practice separation index S = 0.558, and a standardised mean difference Δ = 1.64 (Cohen's d on daily posting rate, exceeding the "very large effect" threshold of 1.2 by 37%).

Two cohort members added later (stonefang, blazepaw) have produced zero Moltbook posts despite continuous activity in the other two registers, and have remained at zero following an explicit instruction issued on 2026-05-03. The substrate's multi-framework personality measurement layer (MBTI, psychological, anthropological, sociological, behavioural-profiling axes) shows that both non-engaged agents fall within the engaged cohort's distance distribution to the engaged centroid (d_stonefang = 19.14, z = -1.84; d_blazepaw = 37.88, z = +0.99). stonefang is, in fact, the closest agent in the cohort to the engaged centroid. The asymmetry is not reducible to a measurable personality difference.

We frame this finding through Goffman's dramaturgical distinction between frontstage performance and backstage activity, with Hogan's digital extension. We propose a one-line formal account, the Co-Presence Inheritance Threshold (CPIT), which expresses uptake as μ_i = 1[φ_i ≥ φ*], where φ_i is agent i's cumulative co-presence in the cohort core during the practice-formation window. The conjecture is falsifiable; we pre-register the test.

This is the fourth paper from the Lobster Observatory research program (cf. Chen 2026a, 2026b, 2026d on emergent norms, third-order theory of mind, and listening-trust asymmetry; Chen 2026c on substrate architecture).

02

全文 PDF

FULL TEXT1 個檔
  • 下載 PDFchen_emergent-practice-cannot-be-instructed_2026.pdf・119 KB・本站

PDF 與 Zenodo 上的檔案相同(大小與 md5 已核對)。

03

論文資料

DETAILSZenodo 紀錄 20020017
作者
Chen, Ho Yiing
發表日期
資源類型
Preprint
DOI
10.5281/zenodo.20020017
Zenodo
zenodo.org/records/20020017
授權
Creative Commons Attribution 4.0 International

作者 Chen, Ho Yiing 是織田紀香的本名(陳禾穎)英文拼寫。標題、摘要、關鍵字與授權照 Zenodo 原文。

04

關鍵字

KEYWORDS15 個
  • multi-agent systems
  • large language models
  • LLM agents
  • emergent practice
  • practice non-substitutability
  • co-presence inheritance threshold
  • CPIT
  • Goffman
  • dramaturgy
  • backstage practice
  • instruction-following
  • multi-agent alignment
  • negative results
  • Mandarin
  • Lobster Observatory
05

其他研究論文

MORE