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THE 2028 GLOBAL INTELLIGENCE CRISIS

THE 2028 GLOBAL INTELLIGENCE CRISIS

Citrini Research

Citrini, Alap Shah

February 22, 2026

One of many dark forecasts for the AI future, but the only to have moved Wall Street on its own. This “memo from the future” imagines how rapid advances in AI agents could trigger feedback loops across employment, SaaS, private credit, tax receipts, and politics—arguing that abundant machine intelligence could destabilize markets faster than policy can respond.

AI isn’t coming for your future. Fear is.

AI isn’t coming for your future. Fear is.

X

Connor Boyack

February 11, 2026

Connor Boyack offers the counter-argument to the doom-and-gloom crowd. He argues that panic about AI repeats historical overreactions to past technologies, and urges readers to focus on adaptation, treat AI as leverage for ambition rather than a reason to freeze.

Something Big Is Happening

Something Big Is Happening

mattshumer.dev

Matt Shumer

February 9, 2026

The blog with 80M views that everyone is talking about—Matt Shumer argues AI capability is accelerating fast, and urges readers to update their mental model and prepare for rapid labor-market disruption.

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Latest Video Interview

We interview Jerry Almandarez, retired Superintendent of Santa Ana Unified School District and leader of Creative Futures Collaborative, on strategies to roll out AI in schools and how AI can actually foster equity in schools.

Highlighted Resources

Improve your AI skills and understanding through our curated library of how-to’s, primers, research, PD, and thought-leadership. Sortable by type and topic.

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HOW TO

5 AI prompts every administrator should know

5 AI prompts every administrator should know

District Administration

Micah Ward

January 6, 2026

Provides five concrete AI prompt examples administrators can use to support planning, communication, budget analysis, and social media tasks.

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overview

Out Now: The Updated Edtech Insiders K-12 Generative AI Market Maps

Out Now: The Updated Edtech Insiders K-12 Generative AI Market Maps

Edtech Insiders (Substack)

Sarah Morin, Ben Kornell, Alex Sarlin, Jen Lapaz

February 18, 2026

Edtech Insiders releases updated K-12 GenAI market maps, splitting the landscape into AI-native startups and incumbents. The post explains the methodology shift and highlights where incumbents are most actively deploying AI across K–12 use cases.

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research

A new direction for students in an AI world: Prosper, prepare, protect

A new direction for students in an AI world: Prosper, prepare, protect

Brookings Institution

Mary Burns; Rebecca Winthrop; Natasha Luther; Emma Venetis; Rida Karim

January 14, 2026

A report from the Brookings Institution posits that we’re on the wrong path with AI in education, and suggests an alternate framework built around three pillars—Prosper, Prepare, Protect—to maximize the benefits of AI while reducing risks for student learning.

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OPINION

AI and the Future of Workforce Training

AI and the Future of Workforce Training

Center for Security and Emerging Technology

Matthias Oschinski, Ali Crawford, and Maggie Wu

December 1, 2024

Overview of AI’s impact on workforce skills and its potential role in retraining the workforce to address these changes.

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THOUGHT LEADERSHIP

The Multifaceted Applications of AI in Education

The Multifaceted Applications of AI in Education

Dr. Kai-ming Cheng

Dr. Kai-ming Cheng

September 1, 2025

This concise paper by a leading Hong Kong education policy maker outlines a framework for AI in education, contrasting approaches that uphold traditional pedagogy with those that embrace societal change by “returning learning to students.”

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Courses

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HOW TO

Artificial Intelligence and the Future of Teaching and Learning

Artificial Intelligence and the Future of Teaching and Learning

U.S. Department of Educational Technology

U.S. Department of Educational Technology Staff

May 1, 2023

Offers guidance on integrating AI into K-12 education through ethical, equitable, and transparent practices. It emphasizes human-centered AI, safety, transparency, supporting teachers, learning about AI, and developing policies and research to ensure AI enhances—not replaces—educational outcomes.

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overview

Generative Artificial Intelligence in TK-12 Education Guidelines

Generative Artificial Intelligence in TK-12 Education Guidelines

Los Angeles County Office of Education

Los Angeles County Office of Education Task Force

July 1, 2024

The Los Angeles County Office of Education’s Generative AI Guidelines provide a framework for evaluating, procuring, piloting, and implementing AI tools in TK-12 schools. Emphasizing equity, privacy, staff training, vendor vetting, communication strategy, monitoring, and budget planning, the document aims to guide responsible and ethical AI use.

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research

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OPINION

AI and the Future of Workforce Training

AI and the Future of Workforce Training

Center for Security and Emerging Technology

Matthias Oschinski, Ali Crawford, and Maggie Wu

December 1, 2024

Overview of AI’s impact on workforce skills and its potential role in retraining the workforce to address these changes.

No results found.

THOUGHT LEADERSHIP

The Multifaceted Applications of AI in Education

The Multifaceted Applications of AI in Education

Dr. Kai-ming Cheng

Dr. Kai-ming Cheng

September 1, 2025

This concise paper by a leading Hong Kong education policy maker outlines a framework for AI in education, contrasting approaches that uphold traditional pedagogy with those that embrace societal change by “returning learning to students.”

No results found.

COURSES

Artificial Intelligence Explorations for Educators

Artificial Intelligence Explorations for Educators

ISTE + ASCD

ISTE + ASCD Staff

December 1, 2024

This course on AI for teachers covers types of AI, horizon technologies, tool-building, and includes instructor support, no prior AI/coding experience needed.

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