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	<id>https://mediawiki.informationgeek.org/index.php?action=history&amp;feed=atom&amp;title=Glossary</id>
	<title>Glossary - Revision history</title>
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	<updated>2026-05-03T13:16:58Z</updated>
	<subtitle>Revision history for this page on the wiki</subtitle>
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	<entry>
		<id>https://mediawiki.informationgeek.org/index.php?title=Glossary&amp;diff=67&amp;oldid=prev</id>
		<title>Admin: Fix 8 internal link(s)</title>
		<link rel="alternate" type="text/html" href="https://mediawiki.informationgeek.org/index.php?title=Glossary&amp;diff=67&amp;oldid=prev"/>
		<updated>2026-03-16T16:23:03Z</updated>

		<summary type="html">&lt;p&gt;Fix 8 internal link(s)&lt;/p&gt;
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				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;Revision as of 16:23, 16 March 2026&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l7&quot;&gt;Line 7:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 7:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;| Agent || An AI system given a specific role, scope, and set of instructions to perform a defined task. In this playbook, &amp;quot;agent&amp;quot; can mean a simple role-prompted AI chat or a more sophisticated autonomous AI system.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;| Agent || An AI system given a specific role, scope, and set of instructions to perform a defined task. In this playbook, &amp;quot;agent&amp;quot; can mean a simple role-prompted AI chat or a more sophisticated autonomous AI system.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;| Archetype || A learning style profile that describes how you naturally approach new skills. The four archetypes in this playbook ([[Archetypes/Tinkerer || Tinkerer]], [[Archetypes/Planner || Planner]], [[Archetypes/Strategist || Strategist]], [[Archetypes/Social Learner || Social Learner]]) are derived from AI Skills Quiz results.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;| Archetype || A learning style profile that describes how you naturally approach new skills. The four archetypes in this playbook ([[Archetypes/Tinkerer || Tinkerer]], [[Archetypes/Planner || Planner]], [[Archetypes/Strategist || Strategist]], [[Archetypes/Social Learner || Social Learner]]) are derived from AI Skills Quiz results.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;−&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;| Cross-Domain Reframing || The skill of borrowing AI techniques, frameworks, or prompting patterns from one field and adapting them to work in another. One of the five [[&lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;Pillars/&lt;/del&gt;Cross Domain Reframing || pillars of AI fluency]].&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;| Cross-Domain Reframing || The skill of borrowing AI techniques, frameworks, or prompting patterns from one field and adapting them to work in another. One of the five [[Cross&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;-&lt;/ins&gt;Domain Reframing|| pillars of AI fluency]].&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;| Ethical Prompting || The practice of using AI responsibly: verifying outputs, checking for errors, considering audience impact, and maintaining appropriate human judgment. One of the five [[Pillars/Ethical Prompting || pillars of AI fluency]].&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;| Ethical Prompting || The practice of using AI responsibly: verifying outputs, checking for errors, considering audience impact, and maintaining appropriate human judgment. One of the five [[Pillars/Ethical Prompting || pillars of AI fluency]].&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;| Fluency || In this playbook, fluency means practical proficiency with AI — the ability to use AI tools effectively, critically, and ethically across different contexts. Not just knowing what AI can do, but being skilled at making it work well.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;| Fluency || In this playbook, fluency means practical proficiency with AI — the ability to use AI tools effectively, critically, and ethically across different contexts. Not just knowing what AI can do, but being skilled at making it work well.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;| Handoff || The point where output from one AI session or agent becomes input for the next. Managing handoffs — what information to pass, what to leave out, and how to structure the transfer — is a core agent collaboration skill.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;| Handoff || The point where output from one AI session or agent becomes input for the next. Managing handoffs — what information to pass, what to leave out, and how to structure the transfer — is a core agent collaboration skill.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;−&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;| Insight Synthesis || The skill of extracting structured, actionable meaning from AI-generated content — distinguishing signal from noise, triangulating across multiple outputs, and forming your own judgment. One of the five [[&lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;Pillars/&lt;/del&gt;Insight Synthesis || pillars of AI fluency]].&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;| Insight Synthesis || The skill of extracting structured, actionable meaning from AI-generated content — distinguishing signal from noise, triangulating across multiple outputs, and forming your own judgment. One of the five [[Insight Synthesis|| pillars of AI fluency]].&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;| Multi-Agent System || A setup where multiple AI agents (each with different roles and contexts) work on parts of the same problem, with outputs coordinated by a human or automated orchestrator.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;| Multi-Agent System || A setup where multiple AI agents (each with different roles and contexts) work on parts of the same problem, with outputs coordinated by a human or automated orchestrator.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;| Pathway || A guided route through the playbook&amp;#039;s exercises, curated for a specific quiz result profile. Pathways recommend which exercises to do, in what order, based on your strengths and gaps.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;| Pathway || A guided route through the playbook&amp;#039;s exercises, curated for a specific quiz result profile. Pathways recommend which exercises to do, in what order, based on your strengths and gaps.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;−&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;| Pillar || One of five core skill areas that make up AI fluency: [[&lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;Pillars/&lt;/del&gt;Insight Synthesis || Insight Synthesis]], [[&lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;Pillars/&lt;/del&gt;Workflow Automation || Workflow Automation]], [[&lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;Pillars/&lt;/del&gt;Cross Domain Reframing || Cross-Domain Reframing]], [[&lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;Pillars/&lt;/del&gt;Agent Collaboration || Agent Collaboration]], and [[Pillars/Ethical Prompting || Ethical Prompting &amp;amp; Judgment]].&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;| Pillar || One of five core skill areas that make up AI fluency: [[Insight Synthesis|| Insight Synthesis]], [[Workflow Automation|| Workflow Automation]], [[Cross&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;-&lt;/ins&gt;Domain Reframing|| Cross-Domain Reframing]], [[Agent Collaboration|| Agent Collaboration]], and [[Pillars/Ethical Prompting || Ethical Prompting &amp;amp; Judgment]].&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;| Prompt Chain || A sequence of AI prompts where each step&amp;#039;s output feeds into the next step&amp;#039;s input. The simplest form of an AI workflow.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;| Prompt Chain || A sequence of AI prompts where each step&amp;#039;s output feeds into the next step&amp;#039;s input. The simplest form of an AI workflow.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;| Quality Gate || A checkpoint in an AI workflow where output is evaluated before proceeding to the next step. Prevents errors from propagating through a pipeline.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;| Quality Gate || A checkpoint in an AI workflow where output is evaluated before proceeding to the next step. Prevents errors from propagating through a pipeline.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;−&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;| Tokenization || The process by which AI models break text into smaller chunks called &#039;&#039;tokens&#039;&#039; before processing. Tokens can be whole words, parts of words, or punctuation. For example, &quot;tokenization&quot; might become &quot;token&quot; + &quot;ization.&quot; Token counts determine input/output limits in AI tools. See [[&lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;Concepts/&lt;/del&gt;How &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;Ai &lt;/del&gt;Actually Works || How AI Actually Works]] for more context.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;| Tokenization || The process by which AI models break text into smaller chunks called &#039;&#039;tokens&#039;&#039; before processing. Tokens can be whole words, parts of words, or punctuation. For example, &quot;tokenization&quot; might become &quot;token&quot; + &quot;ization.&quot; Token counts determine input/output limits in AI tools. See [[How &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;AI &lt;/ins&gt;Actually Works|| How AI Actually Works]] for more context.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;−&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;| Workflow Automation || The skill of turning repeatable tasks into systematic AI processes — from reusable prompt templates to multi-step pipelines with quality gates. One of the five [[&lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;Pillars/&lt;/del&gt;Workflow Automation || pillars of AI fluency]].&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;| Workflow Automation || The skill of turning repeatable tasks into systematic AI processes — from reusable prompt templates to multi-step pipelines with quality gates. One of the five [[Workflow Automation|| pillars of AI fluency]].&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;[[Category:AI Fluency Playbook]]&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;[[Category:AI Fluency Playbook]]&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;[[Category:Resources]]&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;[[Category:Resources]]&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;

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&lt;/table&gt;</summary>
		<author><name>Admin</name></author>
	</entry>
	<entry>
		<id>https://mediawiki.informationgeek.org/index.php?title=Glossary&amp;diff=58&amp;oldid=prev</id>
		<title>Admin: Imported from AI Fluency Playbook</title>
		<link rel="alternate" type="text/html" href="https://mediawiki.informationgeek.org/index.php?title=Glossary&amp;diff=58&amp;oldid=prev"/>
		<updated>2026-03-16T16:10:24Z</updated>

		<summary type="html">&lt;p&gt;Imported from AI Fluency Playbook&lt;/p&gt;
&lt;p&gt;&lt;b&gt;New page&lt;/b&gt;&lt;/p&gt;&lt;div&gt;&amp;#039;&amp;#039;Plain-English definitions of AI terms used throughout the playbook.&amp;#039;&amp;#039;&lt;br /&gt;
&lt;br /&gt;
Key terms used throughout the playbook, in alphabetical order.&lt;br /&gt;
&lt;br /&gt;
| Term || Definition&lt;br /&gt;
&lt;br /&gt;
| Agent || An AI system given a specific role, scope, and set of instructions to perform a defined task. In this playbook, &amp;quot;agent&amp;quot; can mean a simple role-prompted AI chat or a more sophisticated autonomous AI system.&lt;br /&gt;
| Archetype || A learning style profile that describes how you naturally approach new skills. The four archetypes in this playbook ([[Archetypes/Tinkerer || Tinkerer]], [[Archetypes/Planner || Planner]], [[Archetypes/Strategist || Strategist]], [[Archetypes/Social Learner || Social Learner]]) are derived from AI Skills Quiz results.&lt;br /&gt;
| Cross-Domain Reframing || The skill of borrowing AI techniques, frameworks, or prompting patterns from one field and adapting them to work in another. One of the five [[Pillars/Cross Domain Reframing || pillars of AI fluency]].&lt;br /&gt;
| Ethical Prompting || The practice of using AI responsibly: verifying outputs, checking for errors, considering audience impact, and maintaining appropriate human judgment. One of the five [[Pillars/Ethical Prompting || pillars of AI fluency]].&lt;br /&gt;
| Fluency || In this playbook, fluency means practical proficiency with AI — the ability to use AI tools effectively, critically, and ethically across different contexts. Not just knowing what AI can do, but being skilled at making it work well.&lt;br /&gt;
| Handoff || The point where output from one AI session or agent becomes input for the next. Managing handoffs — what information to pass, what to leave out, and how to structure the transfer — is a core agent collaboration skill.&lt;br /&gt;
| Insight Synthesis || The skill of extracting structured, actionable meaning from AI-generated content — distinguishing signal from noise, triangulating across multiple outputs, and forming your own judgment. One of the five [[Pillars/Insight Synthesis || pillars of AI fluency]].&lt;br /&gt;
| Multi-Agent System || A setup where multiple AI agents (each with different roles and contexts) work on parts of the same problem, with outputs coordinated by a human or automated orchestrator.&lt;br /&gt;
| Pathway || A guided route through the playbook&amp;#039;s exercises, curated for a specific quiz result profile. Pathways recommend which exercises to do, in what order, based on your strengths and gaps.&lt;br /&gt;
| Pillar || One of five core skill areas that make up AI fluency: [[Pillars/Insight Synthesis || Insight Synthesis]], [[Pillars/Workflow Automation || Workflow Automation]], [[Pillars/Cross Domain Reframing || Cross-Domain Reframing]], [[Pillars/Agent Collaboration || Agent Collaboration]], and [[Pillars/Ethical Prompting || Ethical Prompting &amp;amp; Judgment]].&lt;br /&gt;
| Prompt Chain || A sequence of AI prompts where each step&amp;#039;s output feeds into the next step&amp;#039;s input. The simplest form of an AI workflow.&lt;br /&gt;
| Quality Gate || A checkpoint in an AI workflow where output is evaluated before proceeding to the next step. Prevents errors from propagating through a pipeline.&lt;br /&gt;
| Tokenization || The process by which AI models break text into smaller chunks called &amp;#039;&amp;#039;tokens&amp;#039;&amp;#039; before processing. Tokens can be whole words, parts of words, or punctuation. For example, &amp;quot;tokenization&amp;quot; might become &amp;quot;token&amp;quot; + &amp;quot;ization.&amp;quot; Token counts determine input/output limits in AI tools. See [[Concepts/How Ai Actually Works || How AI Actually Works]] for more context.&lt;br /&gt;
&lt;br /&gt;
| Workflow Automation || The skill of turning repeatable tasks into systematic AI processes — from reusable prompt templates to multi-step pipelines with quality gates. One of the five [[Pillars/Workflow Automation || pillars of AI fluency]].&lt;br /&gt;
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[[Category:AI Fluency Playbook]]&lt;br /&gt;
[[Category:Resources]]&lt;/div&gt;</summary>
		<author><name>Admin</name></author>
	</entry>
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