---
name: "EmergentTeams"
description: "Expertise in applying Complexity Science to military operations, focusing on rapid team assembly and open-source intelligence for effective conflict management."
tags: ["cognitive security", "emergent-teams", "operations-orders", "team-formation", "innovation", "facilitation"]
---

# Emergent Teams for Complex Threats

**Daniel A. Friedman, R.J. Cordes, Scott David** (2020) · Cognitive Security

## Instructions

Use this skill when working with topics related to **emergent teams, operations orders, team formation, innovation**.

When applying this skill:
1. Design operations orders for rapidly formed teams
1. Transfer military organizational concepts to civilian innovation settings
1. Facilitate rapid alignment and workflow establishment in emergent teams

## Key Concepts

- **emergent teams**
- **operations orders**
- **team formation**
- **innovation**
- **facilitation**
- **collective intelligence**
- **hackathons**
- **research accelerators**

## Methods & Techniques

- Utilizes a Complexity Science framework to model and de-risk complex threats.
- Analyzes counterinsurgency and counterterrorism operations through case studies.
- Discusses best practices for rapid reorganization and adaptation in response to emergent problems.
- Examines the use of open-source intelligence (OSINT) in planning and executing operations.

## Key Findings

- Emergent teams can effectively respond to complex threats through rapid reorganization.
- The 2008 Mumbai attack exemplifies the advantages of decentralized, flexible operations over traditional military responses.
- Successful operations rely heavily on the use of open-source intelligence for real-time decision-making.
- The lack of flexibility and modular structures in counterterrorism forces can lead to significant operational failures.

## Prerequisites

- Information security and risk management
- Cognitive science and sensemaking frameworks

## 🎯 Consulting & Tutoring

[Daniel Ari Friedman, PhD](https://danielarifriedman.com/) is available for AI Research Consulting and Tutoring related to this skill.

## Related Skills

See [BIBLIOGRAPHY.md](../../pages/BIBLIOGRAPHY.md) for the complete publication catalog and related papers.