Micro Activism in the Age of AI
Instructor information
Dr. José Marichal (he/him/his)
Professor of Political Science
Contact: marichal@callutheran.edu
Course Description
The emergence of micro activism signifies a profound paradigm shift in the landscape of social engagement, moving away from institutionalized, resource-heavy advocacy toward a model of decentralized, individual-led influence. This transition is not merely a change in scale but a fundamental re-engineering of the relationship between individual agency, economic autonomy, and technological leverage.
Building on the concept of the "Sovereign Advocate," this course empowers individuals to survive the **Signaling Crisis**—a world where AI noise has devalued digital outreach. Students will learn how to achieve "agency independence" by building "automated impact infrastructure" that doesn't just produce content, but coordinates **Proof of Human Work**: moving from "micro-activism" (digital noise) to "macro-presence" (physical mass) to hold power accountable.
Course Objectives
By the end of this course, students will be able to:
- Apply the Guillebeau Insight: Repurpose lean entrepreneurship principles (create once, influence infinitely) for social impact.
- Deconstruct the NGO Myth: Navigating and avoiding the traps of the "non-profit industrial complex" and mission drift.
- Build Impact Infrastructure: Design and deploy AI-assisted tools (monitoring systems, community knowledge bases) for ongoing civic engagement.
- Master Digital Sovereignty: Avoid platform capture and accuracy-automation paradoxes through self-hosted and decentralized web technologies.
- Achieve Financial Independence as Strategy: Use the FIRE movement principles to secure personal autonomy for high-risk advocacy.
- Utilize Advanced Prompt Engineering: Master frameworks like CARE and REFINE to act as a one-person research and communications team.
Schedule
Unit 1: The Genesis of Micro Engagement
The Challenge: When AI can generate infinite activism, digital signals hit zero value. We study the concept of **Proof of Human Work**—using AI not for "messaging," but for the coordination of physical bodies, capital, and real-world presence that cannot be algorithmically faked.
- Micro-Activism Resources (Sustainability Directory)
- Making a Difference through Micro Activism (BORGEN)
| Tenet | Microbusiness Context | Micro Activism Context |
|---|---|---|
| Leverage | Trading systems for money | Building infrastructure that works autonomously |
| Value | Solving a consumer problem | Shifting behavior or holding power accountable |
| Scaling | Subscription models | Open-source tools and community knowledge bases |
Unit 2: The Myth of the NGO
How radical energy is absorbed into manageable, non-threatening structures. The "Tethered Advocate".
How organizations cease to solve problems and begin to sustain themselves. The Micro Activist's "Asymmetric Power".
Unit 3: Automated Impact Infrastructure
Design principles for impact: Open standards, Data Integrity, and Accountability by Design.
Technical Lab: Ethical scraping (using Urban Institute SiteMonitor methodology).
Unit 4: Navigating the New Mistake Patterns
Case Study: Why NYC's chatbot failed and the importance of expert verification.
Unit 5: The Financial Precondition for Integrity
Calculating the FIRE Number (25×E) to enable "Legacy Work" without grant dependency.
Gendered perspectives on financial power. Wealth in the hands of independent women as a driver of systemic transformation.
Unit 6: Sovereignty of Action
The Indispensable, The Producer, The Organizer, The Headliner. Why "spreadsheet-ing the hell out of an initiative" is a leadership act.
Algorithmic resistance: Repurposing algorithms used to monitor gig workers. Narrative defense systems.
A fast, low-cost approach to enacting temporary changes to catalyze long-term improvements in the built environment. It relies on Agility & Affordability, Experimentation & Adaptability, Data-Driven Evaluation, and Inclusive Public Participation to confront failing policies.
Key Characteristics: A phased approach for local solutions with a short-term commitment that acts as a first step toward longer-term change, building social and organizational capital while offering low risk with potentially high rewards.
Unit 7: Technical Mastery for the Advocate
Drafting policy responses and analyzing bias in large datasets.
Bridging the capacity gap: Acting as your own research assistant and comms director.
Unit 8: Impact Independence Showcase
Presenting automated tools and "Theory of Change" models for decentralized social impact.
Living Skills Checklist
- Calculation of Personal FIRE Number
- Establishment of Encrypted/Self-Hosted Comms
- Drafting of a Three-Stage "Theory of Change"
- Creation of a Functional Scraper or LLM Pipeline
- Authorship of a Set of "Policy Patterns" using the CARE framework