AI Survival, Cognitive Resilience & Systems Governance Assessment
An assessment of personal and professional readiness for an AI-saturated world. Contains 20 questions across 5 domains. Written for the Professional or Knowledge Worker who needs to answer: 'Am I using AI safely and effe...
Overview
An assessment of personal and professional readiness for an AI-saturated world. Contains 20 questions across 5 domains. Written for the Professional or Knowledge Worker who needs to answer: 'Am I using AI safely and effectively without losing my critical thinking or compromising my data?'
Detailed Description
This assessment evaluates the boundary between human cognition and AI delegation. It identifies if you are recklessly exposing corporate data, blindly trusting hallucinated outputs, or suffering from AI fatigue.
By utilizing the three-dimension scoring model (Documented, Implemented, Effective), it reveals the difference between 'knowing AI hallucinates' and 'having a systematic cross-referencing protocol'. Cross-functional application across personal habits and work workflows is critical. The results produce a priority roadmap for thriving alongside AI without being replaced or compromised by it.
Assessment Details
Audience
Knowledge Workers / IT Professionals / Department Leaders
Purpose
Identifies cognitive and systemic vulnerabilities when using AI and shifts the user from reckless, ad-hoc AI usage to boundaried, highly-leveraged AI co-piloting.
Effort
3 hours for initial assessment + 1 week for workflow observation + 2 hours reassessment time
Cadence
Quarterly. The AI landscape and personal toolsets evolve too rapidly for annual reviews.
Assessment Outline
(5 chapters · 20 questions)-
1
1 Domain 1: AI Boundaries & Data Hygiene
- 1.1 Acceptable Use & Boundary Definition 1 questions
- 1.2 Data Sanitization & Privacy 1 questions
- 1.3 AI Account & Persona Separation 1 questions
- 1.4 'Shadow AI' Discovery & Auditing 1 questions
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2
2 Domain 2: Prompting & Cognitive Offloading
- 2.1 Core Prompt Engineering Practices 1 questions
- 2.2 Task Delegation Thresholds 1 questions
- 2.3 Output 'Humanization' & Editing 1 questions
- 2.4 Prompt Library & Optimization 1 questions
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3
3 Domain 3: Hallucination Defense & Fact-Checking
- 3.1 Initial Output Skepticism Protocol 1 questions
- 3.2 Cross-Referencing & Source Validation 1 questions
- 3.3 Tone & Context Auditing 1 questions
- 3.4 Automated Fact-Checking Workflows 1 questions
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4
4 Domain 4: Human-AI Social Dynamics & Survival
- 4.1 AI Disclosure Etiquette 1 questions
- 4.2 Screen Time & AI Fatigue Management 1 questions
- 4.3 Maintaining Authentic Human Connection 1 questions
- 4.4 Career Resilience & Continuous Upskilling 1 questions
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5
5 Domain 5: Rogue Automation & System Resilience
- 5.1 Smart Automation & Agent Inventory 1 questions
- 5.2 Manual Overrides & Kill Switches 1 questions
- 5.3 AI Dependency Mapping 1 questions
- 5.4 Chaos Testing (Simulating AI Failures) 1 questions
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