AI Trust Sandbox

When do people trust algorithms over humans? Explore algorithm aversion, algorithm appreciation, and the behavioral forces behind trust in AI.

SIMULATE ALGORITHM AVERSION VS. APPRECIATION. DESIGN ROBUST HUMAN-IN-THE-LOOP SYSTEMS.

1. User Expertise (Logg et al. 2019)

2. Task Domain (Logg et al. 2019)

3. Error Salience (Dietvorst et al. 2015)

4. Choice Architecture Override (Dietvorst et al. 2018)

💡 Algorithm Appreciation Active: Non-expert users performing an objective calculation show high trust in AI suggestions.

Simulated Output

75%

REJECTIONMODERATE USEOPTIMAL ADOPTION

System Accuracy Performance

54%

Human

86%

AI Model

86%

Human + AI

Behavioral Science Engine Basis:

📖 Logg et al. (2019): "Algorithm Appreciation: People Prefer Algorithmic to Human Judgment." OBHDP.