Cognitive Offloading & Decision Friction Simulator

Nudge Channels & Friction

Experimental Presets

Active Offloading Layers

Autocomplete / Autocorrect Algorithmic Default Sorting Smart Recommender Engine Automated Form Auto-Fill

Interface Friction Level 15%

Nudge Delay Interval 200 ms

Choice Surface Diversity 20%

Trial Epochs 10

Real-Time Dynamic Cognitive Trace (Decay vs Autonomy) Live Model Output

Direct-Manipulation Cognitive Test Bench Try Assisted vs Unassisted Memory Tasks

1. Spelling Memory Under Autocorrect

Type the word "definitely". Notice how autocorrect alters your manual motor retention over time.

Autocorrect Suggestion: definitely

2. Choice Autonomy vs Default Drift

Select a solution option. Algorithmic default sorting pre-selects Option A with zero friction.

Option A (Recommended Default) Option B (Custom Path) Option C (Independent Alternative)

Cognitive Telemetry Log & Diagnostic Brief

Epoch / Trial	Task Type	Nudge Assist	Recall Accuracy	Autonomy Index	Classification

Diagnostic Verdict: High Offload Reliance Detected. Continuous predictive text and algorithmic default sorting have reduced manual recall accuracy to 32% and lowered decision autonomy to 0.28.