Doctrine
THIS IS NOT TRAINING
A field doctrine for judgment, risk, readiness, and real-world execution.
Open Record01 / Mission Overview
The AI Revolution in L&D
From Instructional Designer to Human-Machine Performance Analyst
Field Feed / Google VEO3
Crossing the Uncanny Valley
Legacy Spec
The Old L&D Model
Static courses in Storyline, rigid ADDIE processes, content-focused thinking. This model is deprecated.
Current Capability
The AI Awakening
AI isn't just a tool anymore—it's a collaborator. The transformation baseline is established.
Future State
Performance Architecture
Human-Machine Performance Analyst: architect of intelligent learning systems that adapt and optimize in real-time.
02 / Capability Systems
Operational Protocols
Transitioning from static instructional design to active system architecture requires new operating procedures.
SYS.01 Redefine Your Value
Expand +Stop thinking like a content creator. Start thinking like a performance optimizer.
The fundamental shift is from creating static learning content to designing dynamic performance improvement systems.
- Focus on behavioral outcomes, not content completion
- Design for continuous improvement, not one-time training
- Measure impact on actual work performance
- Build feedback loops that inform system optimization
SYS.02 Master Prompt Engineering
Expand +Don't just "play" with LLMs. Conduct them.
Master the art and science of AI collaboration through advanced prompt engineering techniques.
- Structure prompts: Learn role-based, context-aware frameworks
- Chain prompts: Build complex workflows connecting interactions
- Design workflows: Create repeatable processes for generation
- Generate assets: Personalize learning experiences dynamically
SYS.03 Prototype in Public
Expand +Turn process into proof of skill.
Visibility is the new credibility. Document your AI-powered learning innovations publicly.
- Post AI-powered learning experiences on professional networks
- Share prompt engineering techniques and workflows
- Document failures and learnings—transparency builds trust
- Build a portfolio of AI-enhanced learning solutions
SYS.04 Systems Over Courses
Expand +Employees need performance systems, not content silos.
Design intelligent systems that support performance in the flow of work.
- AI copilots: Embedded assistants providing contextual guidance
- Embedded nudges: Smart prompts appearing at the moment of need
- Just-in-time guidance: Dynamic content adapting to challenges
- Performance analytics: Real-time insights into skill gaps
03 / Field Reports
VEO3 Evaluation Matrix
An interactive assessment of Google's VEO3 capabilities for instructional design and maritime/defense training applications.
Interactive Simulation
My Journey Through VEO3
Access the full teardown of AI video generation capabilities, economic reality, and technical landscape evaluation.
04 / PUBLICATION STACK
Books, Doctrine & Field Reports
A command library of books, audiobooks, and operational doctrine on decision science, risk, strategy, training, communication, and adventure.
05 / Listening Room
Audio Intercepts
Transmission 01
00:00
06 / Signal
Make the Leap
You're not just an Instructional Designer anymore. You're the architect of Human-Machine Performance. The future belongs to those who embrace this collaboration.
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