Table 611 Sept 2026From “Acquisition growth loops need a declared entry event”

What remains human when AI enters a growth loop?

Table 6What remains human when AI enters a growth loop?

Candidate AI contribution	Human responsibility	Minimum record
Cluster actions or sources	Confirm meaning, unit, and source boundary.	Event, version, cohort, and reviewer.
Flag a possible next entry	Check identity, exclusions, and timing.	Eligibility rule, evidence, and disposition.
Suggest a reward or message	Check relationship context, cost, and permission.	Recommendation, override, cost, and rationale.
Detect a break in the loop	Validate transfer, acceptance, and value context.	Break type, source record, and next state.
Summarize outcomes	Check denominator, comparison, and uncertainty.	Source records, summary version, and sign-off.

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Source: Table from this essay. Sources and interpretation are given in the article.

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From the essay

Growth that compounds

Acquisition growth loops need a declared entry event

An acquisition growth loop is measurable only when action, transfer, eligibility, reward cost, and the next outcome are defined under one boundary.

11 Sept 2026

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Isoglu, S. (2026). What remains human when AI enters a growth loop? [Table]. isoglu.com. https://isoglu.com/insights/exhibits/isoglu-2026-growth-loops-need-a-declared-entry-event-fig06/

BibTeX

@misc{isoglu-2026-growth-loops-need-a-declared-entry-event-fig06,
  author = {Isoglu, Sinan},
  title = {{What remains human when AI enters a growth loop?}},
  year = {2026},
  howpublished = {Table 6, isoglu.com},
  url = {https://isoglu.com/insights/exhibits/isoglu-2026-growth-loops-need-a-declared-entry-event-fig06/},
  note = {From the essay {Acquisition growth loops need a declared entry event}}
}

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  <a href="https://isoglu.com/insights/exhibits/isoglu-2026-growth-loops-need-a-declared-entry-event-fig06/">
    <img src="https://isoglu.com/social/isoglu-2026-growth-loops-need-a-declared-entry-event-fig06.png" alt="Table 6: What remains human when AI enters a growth loop?" width="3200" height="2400">
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  <figcaption>Table 6: What remains human when AI enters a growth loop?. Source: Table from this essay. Sources and interpretation are given in the article. <a href="https://isoglu.com/insights/exhibits/isoglu-2026-growth-loops-need-a-declared-entry-event-fig06/">View exhibit</a>.</figcaption>
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