PWR-189 · Team & Collective Intelligence

Swarm coordination

Crowds can self-organize through simple local behavior. At high density the same dynamics can become deadly—so this is a modeling field, not a public tutorial.

Read the complete explanationCompare the Frontier record

Revision 7T · Full Tutorial Edition · Release manifest · Methodology · Corrections

One source of teaching truth

Canonical Power learning unit · TLU-PWR-189

The learner builds a reproducible methods table for a crowd simulation, tests the rule outside its reported density and writes the safety gate before any field use.

Canonical Power page
PWR-189 · Swarm coordination
Full tutorial
Open full tutorial
Practical authority
The tutorial teaches a complete research method; operational self-experiment is excluded.
Current treatment
Full research tutorial
Research depth
focused · 3 bound sources
Risk framing
critical
Capability self-practice
Research method only; no operational self-experiment
Pathway membership
G-CUR-020

Open My Power Path Inspect the canonical record

Read before using this page

Explanation is not permission.

This dossier explains the evidence and its limits. It is not a diagnosis, personal recommendation, assessment, clearance, performance promise or training programme. Actionable teaching appears only when the canonical Power record explicitly authorises it.

Complete bounded explanation

What this power means.

Capability to develop or express swarm coordination in a declared context without inheriting broader claims.

What the current evidence supports

Human crowds show emergent movement coordination under simple tasks, but trainability and safe transfer are not established.

How to observe or measure it without overclaiming

Declare crowd size, density, environment, informed members, goal, visibility, trajectories, collisions, consent, authority and safety outcome; emergence is not wisdom or trainability.

Myth

Unlock a human hive mind

Metric

Trajectory coordination, time, error and collision risk in an authorized declared crowd model

Boundary

Emergent movement cannot establish trainability, wisdom, consent or safe real-event control.

Negative and limiting findings

  • Local rules can generate dangerous turbulence at extreme density.
  • Simple walking coordination does not establish deliberate trainable collective intelligence.

Claims this evidence cannot support

  • human hive mind
  • train swarm intelligence
  • control a crowd invisibly
  • leaderless crowds are wise
  • DIY evacuation experiment

Individual tutorial · FULL RESEARCH TUTORIAL

How to learn this Power now.

The learner builds a reproducible methods table for a crowd simulation, tests the rule outside its reported density and writes the safety gate before any field use.

  1. Get readyObtain full methods and any model supplement or code description.
  2. Learn the method8 concrete steps teach the permitted method from start to finish.
  3. See right and wrong4 comparisons show correct or safer execution beside common wrong or riskier choices.
  4. PractiseReview one model and one human study in a 90-minute session. Revisit quarterly or when a replication reports collision data; progress to synthesis only when rule, density and safety outcomes are comparable.
  5. Check progressEvidence fixture: Audit a published pedestrian-model study and a human-crowd consensus study, asking whether simple local alignment produces safe trajectories at low and extreme density. Audit action — Rebuild each local rule: Write what information each agent senses, update order, speed limit, separation rule and stopping condition. Then enter Trajectory coordination, time, error and collision risk in an authorized declared crowd model, its comparator and uncertainty. Disconfirmation uses “Stress the density boundary”.

Authority boundary: Titan teaches a complete Power-specific research method because operational capability practice is not currently justified. The method is Power-specific; its actionability follows this treatment.

Open the full tutorialOpen My Power Path

Related Powers: PWR-185 · PWR-186 · PWR-187 · PWR-188

Direct evidence register

Sources that support—and limit—the claim.

Citation roles are explicit. A source may support existence or trainability while simultaneously limiting transfer, certainty, generalisation or safety.

  1. Primary empirical supportLimiting / contrary
    Consensus decision making in human crowds

    John R. G. Dyer; Christos C. Ioannou; Lesley J. Morrell; Darren P. Croft; Iain D. Couzin; Dean A. Waters; Jens Krause · 2008 · Primary research

  2. Primary empirical supportLimiting / contrary
    How simple rules determine pedestrian behavior and crowd disasters

    Mehdi Moussaïd; Dirk Helbing; Guy Theraulaz · 2011 · Primary research

  3. Limiting / contraryOfficial boundary context
    Employment practices and data protection: monitoring workers

    Information Commissioner’s Office · 2023 · Official authority

Current teaching and evidence boundary

The next gate remains visible.

External confirmation is required before higher-authority use because: a clinical, high-risk or regulated configuration; a supervision or non-attempt boundary; a restricted safety or legitimacy boundary.

A Power-specific tutorial is available at /tutorials/pwr-189/. It contains a plain-English method, 8 ordered steps, a worked example, right-versus-wrong comparisons, specific mistakes and corrections, practice, measurement, accessibility, stopping rules and evidence. Its research mode remains controlling.