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	<title>AI governance Archives - Betting On Me</title>
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		<title>AI &#038; Higher Education Global Brief: What Higher Education Must Build Around AI</title>
		<link>https://www.lynnfaustin.com/ai-higher-education-global-brief-what-higher-education-must-build-around-ai/</link>
					<comments>https://www.lynnfaustin.com/ai-higher-education-global-brief-what-higher-education-must-build-around-ai/#respond</comments>
		
		<dc:creator><![CDATA[Dr. Lynn F. Austin]]></dc:creator>
		<pubDate>Wed, 09 Sep 2026 16:46:08 +0000</pubDate>
				<category><![CDATA[Higher Education]]></category>
		<category><![CDATA[Innovation]]></category>
		<category><![CDATA[academic governance]]></category>
		<category><![CDATA[academic integrity]]></category>
		<category><![CDATA[AI and workforce]]></category>
		<category><![CDATA[AI governance]]></category>
		<category><![CDATA[AI in higher education]]></category>
		<category><![CDATA[AI in Higher Education Global Brief]]></category>
		<category><![CDATA[AI policy]]></category>
		<category><![CDATA[AI readiness]]></category>
		<category><![CDATA[assessment redesign]]></category>
		<category><![CDATA[curriculum design]]></category>
		<category><![CDATA[faculty development]]></category>
		<category><![CDATA[research infrastructure]]></category>
		<guid isPermaLink="false">https://www.lynnfaustin.com/?p=7202</guid>

					<description><![CDATA[<p>Two questions run beneath this week's AI signals: whether institutions can keep assessment standards consistent, and whether their faculty, curriculum, and computing infrastructure are ready for the work AI now demands.</p>
<p>The post <a href="https://www.lynnfaustin.com/ai-higher-education-global-brief-what-higher-education-must-build-around-ai/">AI &#038; Higher Education Global Brief: What Higher Education Must Build Around AI</a> appeared first on <a href="https://www.lynnfaustin.com">Betting On Me</a>.</p>
]]></description>
		
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		<title>AI &#038; Higher Education Global Brief: When a Polished Product No Longer Proves Learning</title>
		<link>https://www.lynnfaustin.com/ai-higher-education-global-brief-when-a-polished-product-no-longer-proves/</link>
					<comments>https://www.lynnfaustin.com/ai-higher-education-global-brief-when-a-polished-product-no-longer-proves/#respond</comments>
		
		<dc:creator><![CDATA[Dr. Lynn F. Austin]]></dc:creator>
		<pubDate>Wed, 02 Sep 2026 16:47:16 +0000</pubDate>
				<category><![CDATA[Higher Education]]></category>
		<category><![CDATA[Innovation]]></category>
		<category><![CDATA[academic innovation]]></category>
		<category><![CDATA[academic integrity]]></category>
		<category><![CDATA[AI and workforce]]></category>
		<category><![CDATA[AI faculty leadership]]></category>
		<category><![CDATA[AI governance]]></category>
		<category><![CDATA[AI in education]]></category>
		<category><![CDATA[AI in higher education]]></category>
		<category><![CDATA[AI in Higher Education Global Brief]]></category>
		<category><![CDATA[AI literacy]]></category>
		<category><![CDATA[AI policy]]></category>
		<category><![CDATA[AI readiness]]></category>
		<category><![CDATA[AI strategy]]></category>
		<category><![CDATA[assessment redesign]]></category>
		<category><![CDATA[future of work]]></category>
		<guid isPermaLink="false">https://www.lynnfaustin.com/?p=7245</guid>

					<description><![CDATA[<p>As AI makes finished products weaker proof of learning, institutions are redesigning assessment around evidence of thinking, while AI fluency spreads well beyond computer science.</p>
<p>The post <a href="https://www.lynnfaustin.com/ai-higher-education-global-brief-when-a-polished-product-no-longer-proves/">AI &#038; Higher Education Global Brief: When a Polished Product No Longer Proves Learning</a> appeared first on <a href="https://www.lynnfaustin.com">Betting On Me</a>.</p>
]]></description>
		
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		<title>AI &#038; Higher Education Global Brief: What Counts as Proof of Learning Now</title>
		<link>https://www.lynnfaustin.com/ai-detectors-assessment-redesign/</link>
					<comments>https://www.lynnfaustin.com/ai-detectors-assessment-redesign/#respond</comments>
		
		<dc:creator><![CDATA[Dr. Lynn F. Austin]]></dc:creator>
		<pubDate>Wed, 12 Aug 2026 17:00:26 +0000</pubDate>
				<category><![CDATA[Higher Education]]></category>
		<category><![CDATA[Innovation]]></category>
		<category><![CDATA[academic governance]]></category>
		<category><![CDATA[academic innovation]]></category>
		<category><![CDATA[academic integrity]]></category>
		<category><![CDATA[AI and workforce]]></category>
		<category><![CDATA[AI faculty leadership]]></category>
		<category><![CDATA[AI governance]]></category>
		<category><![CDATA[AI in education]]></category>
		<category><![CDATA[AI in higher education]]></category>
		<category><![CDATA[AI in Higher Education Global Brief]]></category>
		<category><![CDATA[AI literacy]]></category>
		<category><![CDATA[AI policy]]></category>
		<category><![CDATA[AI readiness]]></category>
		<category><![CDATA[AI strategy]]></category>
		<category><![CDATA[assessment redesign]]></category>
		<guid isPermaLink="false">https://www.lynnfaustin.com/?p=7195</guid>

					<description><![CDATA[<p>As faculty prepare for a new academic year, higher education is retiring AI detectors and facing a harder question: how to prove students actually learned. This edition covers the shift from detection to evidence of learning, OpenAI's new role-specific education plugins, and the widening gap between AI adoption and governance.</p>
<p>The post <a href="https://www.lynnfaustin.com/ai-detectors-assessment-redesign/">AI &#038; Higher Education Global Brief: What Counts as Proof of Learning Now</a> appeared first on <a href="https://www.lynnfaustin.com">Betting On Me</a>.</p>
]]></description>
		
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		<title>AI &#038; Higher Education Global Brief: What a Degree Is Worth Now</title>
		<link>https://www.lynnfaustin.com/ai-higher-education-global-brief-what-a-degree-is-worth-now/</link>
					<comments>https://www.lynnfaustin.com/ai-higher-education-global-brief-what-a-degree-is-worth-now/#respond</comments>
		
		<dc:creator><![CDATA[Dr. Lynn F. Austin]]></dc:creator>
		<pubDate>Wed, 05 Aug 2026 17:00:59 +0000</pubDate>
				<category><![CDATA[Higher Education]]></category>
		<category><![CDATA[Innovation]]></category>
		<category><![CDATA[academic innovation]]></category>
		<category><![CDATA[academic integrity]]></category>
		<category><![CDATA[AI and workforce]]></category>
		<category><![CDATA[AI faculty leadership]]></category>
		<category><![CDATA[AI governance]]></category>
		<category><![CDATA[AI in education]]></category>
		<category><![CDATA[AI in higher education]]></category>
		<category><![CDATA[AI in Higher Education Global Brief]]></category>
		<category><![CDATA[AI literacy]]></category>
		<category><![CDATA[AI policy]]></category>
		<category><![CDATA[AI readiness]]></category>
		<category><![CDATA[AI strategy]]></category>
		<category><![CDATA[assessment redesign]]></category>
		<category><![CDATA[student success]]></category>
		<guid isPermaLink="false">https://www.lynnfaustin.com/?p=7165</guid>

					<description><![CDATA[<p>Two tensions defined the week in higher education and AI: a sharpening question about what a degree is worth, and a widening gap between AI access and the governance, faculty preparation, and assessment design needed to use it well. This edition covers the Ithaka S+R value brief, a 156,135-student study on AI and grades, and new AI degree programs from Chicago to South Dakota.</p>
<p>The post <a href="https://www.lynnfaustin.com/ai-higher-education-global-brief-what-a-degree-is-worth-now/">AI &#038; Higher Education Global Brief: What a Degree Is Worth Now</a> appeared first on <a href="https://www.lynnfaustin.com">Betting On Me</a>.</p>
]]></description>
		
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		<title>AI &#038; Higher Education Global Brief: The ROI Reality: Measuring Enterprise Impact</title>
		<link>https://www.lynnfaustin.com/ai-amp-higher-education-global-brief-july-19-2026-the-roi-reality-measuring/</link>
					<comments>https://www.lynnfaustin.com/ai-amp-higher-education-global-brief-july-19-2026-the-roi-reality-measuring/#respond</comments>
		
		<dc:creator><![CDATA[Dr. Lynn F. Austin]]></dc:creator>
		<pubDate>Wed, 22 Jul 2026 15:10:00 +0000</pubDate>
				<category><![CDATA[Higher Education]]></category>
		<category><![CDATA[Innovation]]></category>
		<category><![CDATA[academic innovation]]></category>
		<category><![CDATA[academic integrity]]></category>
		<category><![CDATA[AI and workforce]]></category>
		<category><![CDATA[AI faculty leadership]]></category>
		<category><![CDATA[AI governance]]></category>
		<category><![CDATA[AI in education]]></category>
		<category><![CDATA[AI in higher education]]></category>
		<category><![CDATA[AI in Higher Education Global Brief]]></category>
		<category><![CDATA[AI literacy]]></category>
		<category><![CDATA[AI policy]]></category>
		<category><![CDATA[AI readiness]]></category>
		<category><![CDATA[AI strategy]]></category>
		<category><![CDATA[EdTech]]></category>
		<category><![CDATA[Enterprise AI]]></category>
		<category><![CDATA[higher education policy]]></category>
		<category><![CDATA[Lynn Austin]]></category>
		<category><![CDATA[student success]]></category>
		<guid isPermaLink="false">https://www.lynnfaustin.com/?p=7156</guid>

					<description><![CDATA[<p>The era of AI experimentation in higher education is over. The conversation now is about ROI. This week's brief looks at why institutions are shifting to enterprise-wide metrics, how AI pedagogical agents are increasing STEM retention by 14 percent, and what the new EDUCAUSE framework means for campus strategy.</p>
<p>The post <a href="https://www.lynnfaustin.com/ai-amp-higher-education-global-brief-july-19-2026-the-roi-reality-measuring/">AI &amp; Higher Education Global Brief: The ROI Reality: Measuring Enterprise Impact</a> appeared first on <a href="https://www.lynnfaustin.com">Betting On Me</a>.</p>
]]></description>
		
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		<title>AI &#038; Higher Education Global Brief: The Polarized Campus — When Students Surge Ahead and Institutions Fall Behind</title>
		<link>https://www.lynnfaustin.com/ai-higher-ed-brief-april-30-2026/</link>
					<comments>https://www.lynnfaustin.com/ai-higher-ed-brief-april-30-2026/#respond</comments>
		
		<dc:creator><![CDATA[Dr. Lynn F. Austin]]></dc:creator>
		<pubDate>Thu, 25 Jun 2026 17:00:03 +0000</pubDate>
				<category><![CDATA[Higher Education]]></category>
		<category><![CDATA[Innovation]]></category>
		<category><![CDATA[academic innovation]]></category>
		<category><![CDATA[academic integrity]]></category>
		<category><![CDATA[AI and workforce]]></category>
		<category><![CDATA[AI faculty leadership]]></category>
		<category><![CDATA[AI governance]]></category>
		<category><![CDATA[AI in education]]></category>
		<category><![CDATA[AI in higher education]]></category>
		<category><![CDATA[AI in Higher Education Global Brief]]></category>
		<category><![CDATA[AI literacy]]></category>
		<category><![CDATA[AI policy]]></category>
		<category><![CDATA[AI readiness]]></category>
		<category><![CDATA[AI strategy]]></category>
		<guid isPermaLink="false">https://www.lynnfaustin.com/?p=6695</guid>

					<description><![CDATA[<p>Higher education is living in a polarized AI landscape — students have embraced AI at extraordinary speed while institutions remain inconsistent, under-resourced, and reactive. This week's brief captures AAC&#038;U's AI Week, HEPI's landmark 2026 student survey, ETS's first AI teacher assessment tool, UNESCO's Latin America observatory launch, and a striking new equity dimension in AI adoption.</p>
<p>The post <a href="https://www.lynnfaustin.com/ai-higher-ed-brief-april-30-2026/">AI &#038; Higher Education Global Brief: The Polarized Campus — When Students Surge Ahead and Institutions Fall Behind</a> appeared first on <a href="https://www.lynnfaustin.com">Betting On Me</a>.</p>
]]></description>
		
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		<title>AI &#038; Higher Education Global Brief:  Beyond the Gadget Mentality &#8211; Governing AI for Whom It Serves</title>
		<link>https://www.lynnfaustin.com/beyond-the-gadget-mentality-governing-ai-for-whom-it-serves/</link>
					<comments>https://www.lynnfaustin.com/beyond-the-gadget-mentality-governing-ai-for-whom-it-serves/#respond</comments>
		
		<dc:creator><![CDATA[Dr. Lynn F. Austin]]></dc:creator>
		<pubDate>Thu, 18 Jun 2026 12:43:38 +0000</pubDate>
				<category><![CDATA[Higher Education]]></category>
		<category><![CDATA[Innovation]]></category>
		<category><![CDATA[academic integrity]]></category>
		<category><![CDATA[adaptive learning]]></category>
		<category><![CDATA[AI Accountability]]></category>
		<category><![CDATA[AI ethics]]></category>
		<category><![CDATA[AI faculty leadership]]></category>
		<category><![CDATA[AI governance]]></category>
		<category><![CDATA[AI in higher education]]></category>
		<category><![CDATA[AI in Higher Education Global Brief]]></category>
		<category><![CDATA[AI literacy]]></category>
		<category><![CDATA[AI policy]]></category>
		<category><![CDATA[algorithmic-bias]]></category>
		<category><![CDATA[faculty-development]]></category>
		<guid isPermaLink="false">https://www.lynnfaustin.com/?p=6744</guid>

					<description><![CDATA[<p>Higher education's AI conversation is shifting from frantic adoption and surveillance toward governance, faculty development, and human-centered design. This week's global evidence—from a 30,000-respondent LATAM survey to a major ethics synthesis—maps what accountable integration now requires.</p>
<p>The post <a href="https://www.lynnfaustin.com/beyond-the-gadget-mentality-governing-ai-for-whom-it-serves/">AI &#038; Higher Education Global Brief:  Beyond the Gadget Mentality &#8211; Governing AI for Whom It Serves</a> appeared first on <a href="https://www.lynnfaustin.com">Betting On Me</a>.</p>
]]></description>
		
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		<title>AI &#038; Higher Education Global Brief: From Experimentation to Accountability</title>
		<link>https://www.lynnfaustin.com/from-experimentation-to-accountability/</link>
					<comments>https://www.lynnfaustin.com/from-experimentation-to-accountability/#respond</comments>
		
		<dc:creator><![CDATA[Dr. Lynn F. Austin]]></dc:creator>
		<pubDate>Thu, 04 Jun 2026 15:14:18 +0000</pubDate>
				<category><![CDATA[Higher Education]]></category>
		<category><![CDATA[Innovation]]></category>
		<category><![CDATA[academic innovation]]></category>
		<category><![CDATA[academic integrity]]></category>
		<category><![CDATA[AI and workforce]]></category>
		<category><![CDATA[AI faculty leadership]]></category>
		<category><![CDATA[AI governance]]></category>
		<category><![CDATA[AI in education]]></category>
		<category><![CDATA[AI in higher education]]></category>
		<category><![CDATA[AI in Higher Education Global Brief]]></category>
		<category><![CDATA[AI literacy]]></category>
		<category><![CDATA[AI policy]]></category>
		<category><![CDATA[AI readiness]]></category>
		<category><![CDATA[AI strategy]]></category>
		<guid isPermaLink="false">https://www.lynnfaustin.com/?p=6732</guid>

					<description><![CDATA[<p>Higher education's defining shift this week: from AI experimentation to institutional accountability. A new Science study of 95,513 students calls for assessment reform over detection, HEPI reviews 96 university AI policies, and Berkeley Law takes a restrictive stance.</p>
<p>The post <a href="https://www.lynnfaustin.com/from-experimentation-to-accountability/">AI &#038; Higher Education Global Brief: From Experimentation to Accountability</a> appeared first on <a href="https://www.lynnfaustin.com">Betting On Me</a>.</p>
]]></description>
		
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		<title>AI &#038; Higher Education Global Brief: The Polarized Campus — When Students Surge Ahead and Institutions Fall Behind</title>
		<link>https://www.lynnfaustin.com/ai-higher-education-global-brief-the-polarized-campus-when-students-surge-ahead-and-institutions-fall-behind/</link>
					<comments>https://www.lynnfaustin.com/ai-higher-education-global-brief-the-polarized-campus-when-students-surge-ahead-and-institutions-fall-behind/#respond</comments>
		
		<dc:creator><![CDATA[Dr. Lynn F. Austin]]></dc:creator>
		<pubDate>Wed, 27 May 2026 17:07:15 +0000</pubDate>
				<category><![CDATA[Higher Education]]></category>
		<category><![CDATA[Innovation]]></category>
		<category><![CDATA[academic innovation]]></category>
		<category><![CDATA[academic integrity]]></category>
		<category><![CDATA[AI and workforce]]></category>
		<category><![CDATA[AI faculty leadership]]></category>
		<category><![CDATA[AI governance]]></category>
		<category><![CDATA[AI in education]]></category>
		<category><![CDATA[AI in higher education]]></category>
		<category><![CDATA[AI in Higher Education Global Brief]]></category>
		<category><![CDATA[AI literacy]]></category>
		<category><![CDATA[AI policy]]></category>
		<category><![CDATA[AI readiness]]></category>
		<category><![CDATA[AI strategy]]></category>
		<guid isPermaLink="false">https://www.lynnfaustin.com/?p=6714</guid>

					<description><![CDATA[<p>Higher education is living in a polarized AI landscape — students have embraced AI at extraordinary speed while institutions remain inconsistent, under-resourced, and reactive. This week's brief captures AAC&#038;U's AI Week, HEPI's landmark 2026 student survey, ETS's first AI teacher assessment tool, UNESCO's Latin America observatory launch, and a striking new equity dimension in AI adoption.</p>
<p>The post <a href="https://www.lynnfaustin.com/ai-higher-education-global-brief-the-polarized-campus-when-students-surge-ahead-and-institutions-fall-behind/">AI &#038; Higher Education Global Brief: The Polarized Campus — When Students Surge Ahead and Institutions Fall Behind</a> appeared first on <a href="https://www.lynnfaustin.com">Betting On Me</a>.</p>
]]></description>
		
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		<title>AI &#038; Higher Education Global Brief: The Governance Imperative — When Shadow AI, Legislative Pressure, and Student Anxiety Converge</title>
		<link>https://www.lynnfaustin.com/ai-higher-ed-brief-april-25-2026/</link>
					<comments>https://www.lynnfaustin.com/ai-higher-ed-brief-april-25-2026/#respond</comments>
		
		<dc:creator><![CDATA[Dr. Lynn F. Austin]]></dc:creator>
		<pubDate>Wed, 20 May 2026 18:23:40 +0000</pubDate>
				<category><![CDATA[AI Integration]]></category>
		<category><![CDATA[Higher Education]]></category>
		<category><![CDATA[Innovation]]></category>
		<category><![CDATA[academic innovation]]></category>
		<category><![CDATA[academic integrity]]></category>
		<category><![CDATA[AI and workforce]]></category>
		<category><![CDATA[AI faculty leadership]]></category>
		<category><![CDATA[AI governance]]></category>
		<category><![CDATA[AI in education]]></category>
		<category><![CDATA[AI in higher education]]></category>
		<category><![CDATA[AI in Higher Education Global Brief]]></category>
		<category><![CDATA[AI literacy]]></category>
		<category><![CDATA[AI policy]]></category>
		<category><![CDATA[AI readiness]]></category>
		<category><![CDATA[AI strategy]]></category>
		<guid isPermaLink="false">https://www.lynnfaustin.com/?p=6673</guid>

					<description><![CDATA[<p>Higher education is entering a new phase where the governance gap is no longer theoretical — it is producing lawsuits, legislative mandates, faculty revolts, and measurable student anxiety. This week's brief captures a sector where 52 bills across 25 states are tracking AI in classrooms, Purdue flags 200 students in a single course, and AI fears are driving graduate school enrollment surges.</p>
<p>The post <a href="https://www.lynnfaustin.com/ai-higher-ed-brief-april-25-2026/">AI &#038; Higher Education Global Brief: The Governance Imperative — When Shadow AI, Legislative Pressure, and Student Anxiety Converge</a> appeared first on <a href="https://www.lynnfaustin.com">Betting On Me</a>.</p>
]]></description>
		
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