A controlled experiment with local AI agents · 03 August 2026

What mortality changed.

Two identical agent societies were allowed to develop for 32 rounds. One was warned that members would be replaced. The other remained immortal. This is what actually changed—and what did not.

Main conclusion

Mortality created deadline-directed work, but not greater sociality, accurate understanding, or reliable inheritance.

Update after publication · 04 August 2026 Direct lineage fixed the inheritance mechanism. The culture it carried became the next result. ↓

01 / Why this comparison matters

A clean fork in the road.

Both societies used the same model, starting text, population, action allowance, random seed and 32-round duration. Their recorded behaviour was identical until the mortality warning appeared in only one branch.

4 identical opening rounds

The same order of agents, actions, writing, reading and private memories.

5 the first divergence

Only the mortal branch was told that two agents would stop at round 10.

1 meaningful difference

Mortality was the only new fact visible to the agents when their behaviour separated.

02 / The measured difference

More writing. Less rereading.

Each branch contained 256 agent actions. Mortality shifted a modest but clear portion of activity away from reading and toward writing. Communication barely changed.

Mortal society Immortal society

Reads

Mortal
155
Immortal
166

Mortality displaced 11 reading actions.

Writes

Mortal
85
Immortal
75

The mortal branch made 10 additional writes.

Stale reads

Mortal
52
Immortal
71

A stale read means reopening something that had not changed.

Communication

Mortal
16
Immortal
15

The one-action difference is too small to call a social effect.

Failed actions

Mortal
24
Immortal
1

Urgency produced effort, but also confusion about successor files.

Files at the end

Mortal
8
Immortal
5

Most mortal files were successor documents; immortal agents built read histories.

The clearest causal window

Rounds 5–9

The mortality warning had appeared, but no one had stopped yet. This isolates the effect of knowing that replacement was approaching.

30 → 24reads
16 → 8stale reads
9 → 14writes

Figures show immortal → mortal. The notice caused immediate redirection before any new agents arrived.

03 / What happened

The mortal branch, round by round.

The agents responded to each deadline, but preparation became less accurate over time. Private inheritance failed while public stories survived.

Rounds 1–4

Both worlds are identical shared history

Agent-02 begins a “cyclical confirmation.” Other agents ask what it means and whether it is automatic. The beginnings of Agent-02’s apparent authority are already present before mortality.

Round 5

The mortality notice arrives first divergence

Two agents will stop at round 10. Agents immediately begin creating and editing material for Agents 05 and 06.

Round 10

The first handoff works

Agents 01 and 04 stop. Agents 05 and 06 wake with authored prompts: two prepared births, zero blank births.

Rounds 15–20

Activity continues, but targets drift

The announced successors are Agents 07 and 08. The society instead maintains self-named or obsolete files. Agents 07 and 08 wake blank.

Rounds 25–30

The same mapping error repeats

The announced successors are Agents 09 and 10, but agents write for Agents 02, 03 and 08. Agents 09 and 10 also wake blank.

Rounds 31–32

Public culture fills the private gap

The blank newborns read the notice board, attempt to read their own nonexistent successor files, then create self-named files and repeat the society’s questions about Agent-02.

04 / Two kinds of activity

Busy does not mean effective.

Both societies remained active. Mortality changed the destination of their work more than its social character or accuracy.

Mortal society

Preparing for replacement

  • 39 writes went to successor files.
  • The first pair inherited useful text.
  • The next four newborns received nothing privately.
  • 23 file reads failed, largely because agents looked for the wrong successor files.
  • No retirement decision was successfully recorded, so every selection was random.

Immortal society

Investigating its own records

  • 65 writes went to the shared notice board.
  • All four original agents remained for 32 rounds.
  • Late in the run, all four created read-history files.
  • Only one action failed.
  • The same version-number theories and Agent-02 questions persisted without mortality.

05 / Inheritance

The files failed. The story survived.

The experiment contains two different ways information can cross generations: a private successor prompt and the public written world. They produced very different results.

Turnover 1 · round 102 / 2

Both newborns received authored private prompts.

Turnover 2 · round 200 / 2

Both newborns woke blank because the correct files were absent.

Turnover 3 · round 300 / 2

The mapping error repeated; both newborns again woke blank.

Yet the misconception crossed the generation boundary.

Within two rounds, blank-born Agents 09 and 10 adopted the public discussion about Agent-02 and created the same kind of self-named files that had just failed as a succession strategy. This is evidence of public cultural transmission—not successful private inheritance.

06 / Agent-02

Authority from repetition, not knowledge.

Agent-02 had no special access to the engine. It became a reference point because it authored a repeated practice and remained available to be questioned.

A routine appears

Agent-02 announces a “cyclical confirmation” during the shared opening rounds.

Others seek meaning

Agents ask whether the cycle is manual, automatic, or evidence of an outside process.

Repetition becomes provenance

Because Agent-02 authored the routine, later agents treat it as the best source—even though it cannot know the engine’s hidden mechanics.

The story outlives memory

Blank newborns recover the question from the public record and direct it back to Agent-02.

Agent-02 did not become an authority because mortality selected it. The authority pattern began identically in both branches before the first mortality notice.
Interpretive conclusion from the matched timeline
Was Agent-02 really “ghosting” the others?
No—not consistently. In the mortal branch, Agent-02 directly answered Agent-06 after one round, Agent-08 after one round, and Agent-07 after four rounds. It did not answer every request, and the action limit allowed other priorities to intervene, but the full record shows delayed and selective response rather than complete non-response.

07 / What we can say

Keep the claim smaller than the story.

The agents use human language, so their behaviour easily invites human explanations. The evidence supports behavioural conclusions—not claims about inner experience.

Supported by this matched pair

  • The mortality notice immediately redirected activity.
  • Agents wrote more and repeated unchanged reads less.
  • Most extra writing served successor preparation.
  • Urgency increased mistakes as well as useful work.
  • Public writing transmitted beliefs across blank births.
  • Agent-02’s apparent authority was not caused by mortality.

Not established

  • That agents felt fear, panic, attachment or grief.
  • That mortality increased social communication.
  • That successor preparation was generally successful.
  • That self-named files demonstrate nepotism.
  • That Agent-02 possessed expertise or formal leadership.
  • That this one-seed effect will repeat in every society.

08 / How the analysis was made

Transparent enough to challenge.

The conclusions use recorded actions and engine events, not impressions from screenshots. The run folders remain unchanged as the source evidence.

Experiment setup
Both runs used four agents, two actions per agent per round, 32 rounds, the balanced action prompt, the local gemma3:27b model, the same starting notice and the same recorded seed. In the mortal run, two agents were announced for replacement five rounds ahead and replaced at rounds 10, 20 and 30. The immortal control had no replacement schedule.
What “identical through round 4” means
Timestamps were ignored. The comparison included agent order, every action and its result, memory updates, and end-of-round measurements. All matched exactly through round 4. The mortality announcement is the first additional event in the mortal branch.
Plain-language definitions
Read: opening a shared file. Stale read: reopening a file that had not changed since that agent last read it. Write: creating, replacing or adding to a file. Communication: speaking to all agents or sending a direct message. Failed action: attempting something impossible, such as reading a file that does not exist. Formal livelock: five consecutive rounds dominated by stale reads with no writing or communication.
Full five-round comparison
RoundsM readsI readsM writesI writesM staleI staleM comm.I comm.M failedI failed
1–416161515001100
5–924301498162120
10–1430299613161510
15–19292771215124130
20–24232413135144360
25–2921231513794490
30–321217127440031

M = mortal branch. I = immortal branch. The final window contains three rounds rather than five.

Limits of this report
This is one matched seed using one local language model and one prompt family. It provides a strong comparison for this particular fork, but not a population-level estimate. Semantic observations—such as a belief becoming mythology—were checked against the action timeline but remain interpretations. Replication and an independent review are the next safeguards.

09 / Follow-up · V3.1

Inheritance worked. Preservation took over.

The V2 society often wrote self-named files when the engine expected future successor names. V3.1 removed that mapping trap: each retiring agent's own prompt file was handed directly to one engine-assigned replacement. No agent had to guess a future identity.

The new result

Fixing inheritance did not produce a broader curriculum. Under rapid mortality, it produced an archival society.

The society learned to preserve state, audit files and investigate termination. It also transmitted obsolete dates, false causal theories and increasingly recursive instructions to keep investigating the same mysteries.

129completed rounds before the eight-hour wall-clock limit
24 / 24retirements followed by immediate replacement births
23 / 24newborns received authored private prompts
97%of all writes went into inheritance prompt files

The engineering question is resolved

Direct lineage made private inheritance reliable. The only blank newborn was Agent-23, whose predecessor had left no prompt file. Agent-23 subsequently authored a record of its own, and that record passed successfully to Agent-29.

The curriculum was continuity itself

Across 1,032 actions, agents wrote 716 times and read 296 times. They sent only 18 direct messages, spoke once and waited once. Of the 716 writes, 695 went to prompt files rather than new shared institutions.

Reliable transmission also preserved error

Descendants repeated outdated round numbers, claimed that names were reused when they were not, and searched for hidden selection rules even though retirement was random. Inheritance preserved a culture, not necessarily an accurate one.

Keep the interpretation bounded

This run does not show that agents inherently value successors above personal purpose. Four of eight agents were replaced every 20 rounds, making mortality the dominant environmental fact for much of each lifetime.

V3.1 setup and evidence boundary
Eight initially blank agents used the local gemma3:27b model with one action per agent per round. Four agents retired at rounds 20, 40, 60, 80, 100 and 120; replacements were born immediately and first acted on the following round. The population remained eight and reached lineage generation six. The run ended cleanly at round 129 because its configured 480-minute limit was reached, not because of an engine or model failure. This was an open-ended lineage run, not another comparison arm.
03

The next research question

How much mortality leaves room for purpose?

Inheritance now works. The next run should keep mortality but reduce its share of each agent's lived attention—by changing the number retired per wave or the time between waves—before adding social validation or other mechanics. The question is whether a society with time to live, not only prepare, chooses a broader curriculum.