Exercises: Pick Your Challenge - Revision history

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Imported from AI Fluency Playbook

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''15 hands-on AI exercises across five skill pillars and three difficulty levels. Pick any exercise and start building practical AI fluency.''

Every exercise in this playbook is designed to be self-contained — you can do any of them with just an AI tool and a bit of curiosity. No setup, no prerequisites, no special software.

== Not Sure Where to Start? ==

'''Got 15 minutes?''' Try one of these beginner-friendly exercises:
* [[Exercises/Ethical Prompting/Ep Basic 01|The Fact-Check Habit]] — Catch an AI making a mistake (you'll be surprised how easy it is)
* [[Exercises/Insight Synthesis/Is Basic 01|The Signal in the Noise]] — Turn a messy AI brainstorm into something useful
* [[Exercises/Workflow Automation/Wa Basic 01|The Reusable Prompt]] — Build a prompt template you'll actually use again

'''Got 25 minutes?''' Level up with an intermediate challenge:
* [[Exercises/Workflow Automation/Wa Intermediate 01|The Prompt Chain]] — Build a 3-step AI pipeline
* [[Exercises/Insight Synthesis/Is Intermediate 01|The Multi-Source Brief]] — Triangulate multiple AI perspectives
* [[Exercises/Ethical Prompting/Ep Intermediate 01|The Verification Checklist]] — Create your personal AI fact-checking system

'''Ready for a deep dive?''' Advanced exercises take about 40 minutes:
* [[Exercises/Workflow Automation/Wa Advanced 01|The Workflow Blueprint]] — Design a complete AI-assisted workflow
* [[Exercises/Agent Collaboration/Ac Advanced 01|Design Your Agent Workflow]] — Architect a multi-agent system
* [[Exercises/Ethical Prompting/Ep Advanced 01|The AI Governance Playbook]] — Build team-level AI guidelines

== All Exercises by Pillar ==

| Pillar || Basic (15 min) || Intermediate (25 min) || Advanced (40 min)

| Ethical Prompting || [[Exercises/Ethical Prompting/Ep Basic 01 || Fact-Check Habit]] || [[Exercises/Ethical Prompting/Ep Intermediate 01 || Verification Checklist]] || [[Exercises/Ethical Prompting/Ep Advanced 01 || AI Governance Playbook]]
| Insight Synthesis || [[Exercises/Insight Synthesis/Is Basic 01 || Signal in the Noise]] || [[Exercises/Insight Synthesis/Is Intermediate 01 || Multi-Source Brief]] || [[Exercises/Insight Synthesis/Is Advanced 01 || Research Pipeline]]
| Workflow Automation || [[Exercises/Workflow Automation/Wa Basic 01 || Reusable Prompt]] || [[Exercises/Workflow Automation/Wa Intermediate 01 || Prompt Chain]] || [[Exercises/Workflow Automation/Wa Advanced 01 || Workflow Blueprint]]
| Cross-Domain Reframing || [[Exercises/Cross Domain Reframing/Cdr Basic 01 || Stolen Technique]] || [[Exercises/Cross Domain Reframing/Cdr Intermediate 01 || Framework Transplant]] || [[Exercises/Cross Domain Reframing/Cdr Advanced 01 || Cross-Domain Library]]
| Agent Collaboration || [[Exercises/Agent Collaboration/Ac Basic 01 || First AI Team Meeting]] || [[Exercises/Agent Collaboration/Ac Intermediate 01 || Handoff Protocol]] || [[Exercises/Agent Collaboration/Ac Advanced 01 || Agent Workflow Design]]

== All Exercises by Level ==

=== Basic (15 min each) ===
Foundational skills and first interactions with AI. Start here if you're new.
* [[Exercises/Ethical Prompting/Ep Basic 01|The Fact-Check Habit]] — Ethical Prompting
* [[Exercises/Insight Synthesis/Is Basic 01|The Signal in the Noise]] — Insight Synthesis
* [[Exercises/Workflow Automation/Wa Basic 01|The Reusable Prompt]] — Workflow Automation
* [[Exercises/Cross Domain Reframing/Cdr Basic 01|The Stolen Technique]] — Cross-Domain Reframing
* [[Exercises/Agent Collaboration/Ac Basic 01|Your First AI Team Meeting]] — Agent Collaboration

=== Intermediate (25 min each) ===
Applied skills and workflow integration. You're chaining steps and building processes.
* [[Exercises/Ethical Prompting/Ep Intermediate 01|The Verification Checklist]] — Ethical Prompting
* [[Exercises/Insight Synthesis/Is Intermediate 01|The Multi-Source Brief]] — Insight Synthesis
* [[Exercises/Workflow Automation/Wa Intermediate 01|The Prompt Chain]] — Workflow Automation
* [[Exercises/Cross Domain Reframing/Cdr Intermediate 01|The Framework Transplant]] — Cross-Domain Reframing
* [[Exercises/Agent Collaboration/Ac Intermediate 01|The Handoff Protocol]] — Agent Collaboration

=== Advanced (40 min each) ===
Strategic use and system-level thinking. You're designing frameworks for teams.
* [[Exercises/Ethical Prompting/Ep Advanced 01|The AI Governance Playbook]] — Ethical Prompting
* [[Exercises/Insight Synthesis/Is Advanced 01|The Research Pipeline]] — Insight Synthesis
* [[Exercises/Workflow Automation/Wa Advanced 01|The Workflow Blueprint]] — Workflow Automation
* [[Exercises/Cross Domain Reframing/Cdr Advanced 01|The Cross-Domain Prompt Library]] — Cross-Domain Reframing
* [[Exercises/Agent Collaboration/Ac Advanced 01|Design Your Agent Workflow]] — Agent Collaboration

You don't need to do them in order. Pick whatever catches your interest — the best exercise is the one you actually do.

[[Category:AI Fluency Playbook]]
[[Category:Exercises]]

← Older revision		Revision as of 16:28, 16 March 2026
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	'''Got 15 minutes?''' Try one of these beginner-friendly exercises:		'''Got 15 minutes?''' Try one of these beginner-friendly exercises:
	* [[~~Exercises/Ethical Prompting/Ep Basic 01~~\|The Fact-Check Habit]] — Catch an AI making a mistake (you'll be surprised how easy it is)		* [[The Fact-Check Habit\|The Fact-Check Habit]] — Catch an AI making a mistake (you'll be surprised how easy it is)
	* [[~~Exercises/Insight Synthesis/Is Basic 01~~\|The Signal in the Noise]] — Turn a messy AI brainstorm into something useful		* [[The Signal in the Noise\|The Signal in the Noise]] — Turn a messy AI brainstorm into something useful
	* [[~~Exercises/Workflow Automation/Wa Basic 01~~\|The Reusable Prompt]] — Build a prompt template you'll actually use again		* [[The Reusable Prompt\|The Reusable Prompt]] — Build a prompt template you'll actually use again

	'''Got 25 minutes?''' Level up with an intermediate challenge:		'''Got 25 minutes?''' Level up with an intermediate challenge:
	* [[~~Exercises/Workflow Automation/Wa Intermediate 01~~\|The Prompt Chain]] — Build a 3-step AI pipeline		* [[The Prompt Chain\|The Prompt Chain]] — Build a 3-step AI pipeline
	* [[~~Exercises/Insight Synthesis/Is Intermediate 01~~\|The Multi-Source Brief]] — Triangulate multiple AI perspectives		* [[The Multi-Source Brief\|The Multi-Source Brief]] — Triangulate multiple AI perspectives
	* [[~~Exercises/Ethical Prompting/Ep Intermediate 01~~\|The Verification Checklist]] — Create your personal AI fact-checking system		* [[The Verification Checklist\|The Verification Checklist]] — Create your personal AI fact-checking system

	'''Ready for a deep dive?''' Advanced exercises take about 40 minutes:		'''Ready for a deep dive?''' Advanced exercises take about 40 minutes:
	* [[~~Exercises/~~Workflow ~~Automation/Wa Advanced 01~~\|The Workflow Blueprint]] — Design a complete AI-assisted workflow		* [[The Workflow Blueprint\|The Workflow Blueprint]] — Design a complete AI-assisted workflow
	* [[~~Exercises/~~Agent ~~Collaboration/Ac Advanced 01~~\|Design Your Agent Workflow]] — Architect a multi-agent system		* [[Design Your Agent Workflow\|Design Your Agent Workflow]] — Architect a multi-agent system
	* [[~~Exercises/Ethical Prompting/Ep Advanced 01~~\|The AI Governance Playbook]] — Build team-level AI guidelines		* [[The AI Governance Playbook\|The AI Governance Playbook]] — Build team-level AI guidelines

	== All Exercises by Pillar ==		== All Exercises by Pillar ==
Line 34:		Line 34:
	=== Basic (15 min each) ===		=== Basic (15 min each) ===
	Foundational skills and first interactions with AI. Start here if you're new.		Foundational skills and first interactions with AI. Start here if you're new.
	* [[~~Exercises/Ethical Prompting/Ep Basic 01~~\|The Fact-Check Habit]] — Ethical Prompting		* [[The Fact-Check Habit\|The Fact-Check Habit]] — Ethical Prompting
	* [[~~Exercises/Insight Synthesis/Is Basic 01~~\|The Signal in the Noise]] — Insight Synthesis		* [[The Signal in the Noise\|The Signal in the Noise]] — Insight Synthesis
	* [[~~Exercises/Workflow Automation/Wa Basic 01~~\|The Reusable Prompt]] — Workflow Automation		* [[The Reusable Prompt\|The Reusable Prompt]] — Workflow Automation
	* [[~~Exercises/Cross Domain Reframing/Cdr Basic 01~~\|The Stolen Technique]] — Cross-Domain Reframing		* [[The Stolen Technique\|The Stolen Technique]] — Cross-Domain Reframing
	* [[~~Exercises/Agent Collaboration/Ac Basic 01~~\|Your First AI Team Meeting]] — Agent Collaboration		* [[Your First AI Team Meeting\|Your First AI Team Meeting]] — Agent Collaboration

	=== Intermediate (25 min each) ===		=== Intermediate (25 min each) ===
	Applied skills and workflow integration. You're chaining steps and building processes.		Applied skills and workflow integration. You're chaining steps and building processes.
	* [[~~Exercises/Ethical Prompting/Ep Intermediate 01~~\|The Verification Checklist]] — Ethical Prompting		* [[The Verification Checklist\|The Verification Checklist]] — Ethical Prompting
	* [[~~Exercises/Insight Synthesis/Is Intermediate 01~~\|The Multi-Source Brief]] — Insight Synthesis		* [[The Multi-Source Brief\|The Multi-Source Brief]] — Insight Synthesis
	* [[~~Exercises/Workflow Automation/Wa Intermediate 01~~\|The Prompt Chain]] — Workflow Automation		* [[The Prompt Chain\|The Prompt Chain]] — Workflow Automation
	* [[~~Exercises/Cross Domain Reframing/Cdr Intermediate 01~~\|The Framework Transplant]] — Cross-Domain Reframing		* [[The Framework Transplant\|The Framework Transplant]] — Cross-Domain Reframing
	* [[~~Exercises/Agent Collaboration/Ac Intermediate 01~~\|The Handoff Protocol]] — Agent Collaboration		* [[The Handoff Protocol\|The Handoff Protocol]] — Agent Collaboration

	=== Advanced (40 min each) ===		=== Advanced (40 min each) ===
	Strategic use and system-level thinking. You're designing frameworks for teams.		Strategic use and system-level thinking. You're designing frameworks for teams.
	* [[~~Exercises/Ethical Prompting/Ep Advanced 01~~\|The AI Governance Playbook]] — Ethical Prompting		* [[The AI Governance Playbook\|The AI Governance Playbook]] — Ethical Prompting
	* [[~~Exercises/Insight Synthesis/Is Advanced 01~~\|The Research Pipeline]] — Insight Synthesis		* [[The Research Pipeline\|The Research Pipeline]] — Insight Synthesis
	* [[~~Exercises/~~Workflow ~~Automation/Wa Advanced 01~~\|The Workflow Blueprint]] — Workflow Automation		* [[The Workflow Blueprint\|The Workflow Blueprint]] — Workflow Automation
	* [[~~Exercises/~~Cross Domain ~~Reframing/Cdr Advanced 01~~\|The Cross-Domain Prompt Library]] — Cross-Domain Reframing		* [[The Cross-Domain Prompt Library\|The Cross-Domain Prompt Library]] — Cross-Domain Reframing
	* [[~~Exercises/~~Agent ~~Collaboration/Ac Advanced 01~~\|Design Your Agent Workflow]] — Agent Collaboration		* [[Design Your Agent Workflow\|Design Your Agent Workflow]] — Agent Collaboration

	You don't need to do them in order. Pick whatever catches your interest — the best exercise is the one you actually do.		You don't need to do them in order. Pick whatever catches your interest — the best exercise is the one you actually do.