“AI In 2025: A Combinatorial Explosion Of Possibilities, But NOT AGI”
“This list of 23 development vectors not only underscores the combinatorial complexity at play but also pinpoints the areas with the highest transformative potential (highlighted). Whether you’re an engineer, researcher, or enthusiast, these insights offer a roadmap to understanding GenAI’s pivotal transition into its engineering phase.”
“Does Present-Day GenAI Actually Reason?”
“The goal of this paper is to: 1. Determine which types of cognitive processes and procedures (aka “modes of thinking”) are used in human reasoning. 2. Determine which forms of human reasoning can be mimicked/reproduced by Generative AI–specifically Large Language Models (LLMs). Hereinafter, it will be referred to as “GenAI” unless otherwise indicated (in the […]
Learnoids: How 1 Million Synthetic Students Might Inform Curriculum Design
“Although this research took place more than two years ago, the world of education is only now ready to pay attention to techniques such as synthetic data, thanks to GenAI, hence the release of this work. Its inspiration comes from health care, where synthetic data is used to simulate large numbers of patients, when the […]
“The Frustrating Quest To Define AGI”
“The AI community has been loose in its use of anthropocentric language, using words such as “emergence” rather than “thresholding,” “reasoning” rather than “reckoning” and “retrieval,” “understanding” rather than “pattern-matching,” and “hallucination” rather than “confabulation.” Mercifully, after a couple of years of thrashing around with definitions and counter-definitions of Intelligence, a stasis has been reached […]
A Self-Paced AI Literacy Course For Educators
“This AI Literacy course, designed for all educators, includes: A 20-hour program — asynchronous + office hours, flexible and self-paced — that covers the why, what, and how of AI.”
Charles Fadel On AI In Schools And Curriculum: A Look Ahead [Video]
High Level Implications For AI In Education
How Interdisciplinary Themes Embed The Disciplinary Curriculum
“These diverse interdisciplinary themes and forms of literacy provide a solid framework for education, making learning relevant, real-world-oriented, motivating, and purpose-and-action-driven. Each equips students with crucial abilities and perspectives that are essential in a rapidly evolving world.”
“The Evolutionary Origins Of Competencies”
“Evolutionary zoology provides a framework to understand the emergence of human competencies such as creativity, curiosity, resilience and pro-social, even ethical, behaviors. Organic life forms of diverse species exhibit behaviors and traits that share common threads with these human capacities developed throughout the eras, and ongoing research provides insights into the evolutionary foundations of these […]