Selected work / Trading on Edge
Articulate Rise / Managing cognitive bias under pressure
Trading on Edge
A scenario-based microlearning module for high-performance decision making environments where speed, conviction, and cognitive bias collide.
- Audience
- High-performance decision makers
- Tool
- Articulate Rise
- Format
- Three-lesson microlearning
- Evaluation
- Kirkpatrick Level 3

The challenge
Bias training usually stops at awareness. The goal here was behavioral transfer: address not just what cognitive bias is but how it feels when it is working on you in real time.
Scenario before framework
Each lesson opens by dropping learners into a realistic high-pressure scenario before introducing any conceptual framework, a deliberate application of constructivist design principles that mirrors how bias actually operates in real decision contexts.
Three lessons
- Confirmation bias in fast-moving markets.
- The distinction between conviction and overconfidence when separating signal from noise.
- A structured pause-check-decide framework for disciplined action under pressure.
Reflection and transfer
Each lesson closes with a metacognitive reflection prompt designed to move learners from awareness to behavioral transfer, the critical gap most bias training fails to bridge.
Design decisions
- Cognitive load theory in the chunked lesson architecture.
- Spaced practice principles in the deployment structure.
- Kirkpatrick Level 3 evaluation framing in the reflection and application prompts.
- Research in deliberate practice and evidence-based skill acquisition, applied to high-performance trading environments.