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By Doug Ward Kansas ranks near the bottom in the percentage of schools offering foundational computer science education, according to a study by Code.org, the Computer Science Teacher Association, and the Expanding Computing Education Pathways Alliance. Nationwide, 57.5% of schools offered a computer science class in 2023. Kansas was more than 20 percentage points below that average, with 36% of schools offering a foundational course. Only three states had lower percentages: Louisiana (35%), Montana (34%) and Minnesota (28%). That has…
Read Moreabout How K-12 education connects to AI literacy in college
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By Doug Ward As I prepared to speak to undergraduates about generative artificial intelligence last October, I struggled with analogies to explain large language models. Those models are central to the abilities of generative AI. They have analyzed billions of words, billions of lines of code, and hundreds of millions of images. That training allows them to predict sequences of words, generate computer code and images, and create coherent narratives at speeds humans cannot match. Even programmers don’t fully…
Read Moreabout Where might AI lead us? An analogy offers one possibility
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By Doug Ward Canvas will soon be absorbed by KKR, one of the world’s largest investment firms. That is unlikely to have any immediate effect on Canvas users. The longer-term effects – and costs – are impossible to predict, though. Instructure, the company behind Canvas, has agreed to be acquired by KKR for $4.8 billion. KKR and similar companies…
Read Moreabout How Wall Street deals reach into classes
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By Doug Ward The future of colleges and universities is neither clear nor certain. The current model fails far too many students, and creating a better one will require sometimes painful change. As I’ve written before, though, many of us have approached change with a sense of urgency, providing ideas for the future…
Read Moreabout What is the point of higher education?
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By Doug Ward Colleges and universities in Kansas will receive more than $100 million this year from congressional earmarks in the federal budget, according to an analysis by Inside Higher Ed. That places Kansas second among states in the amount earmarked for higher education, according to Inside Higher Ed. Those statistics don't include $22 million for the Kansas…
Read Moreabout KU to receive a third of $120 million in federal earmarks going to higher ed in Kansas
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By Doug Ward We need to talk. Yes, the conversation will make you uncomfortable. It’s important, though. Your students need your guidance, and if you avoid talking about this, they will act anyway – usually in unsafe ways that could have embarrassing and potentially harmful consequences. So yes, we need to talk about generative artificial intelligence. Consider the conversation analogous to a parent’s conversation with a teenager about sex. Susan Marshall, a teaching professor in psychology, made that wonderful analogy recently in the CTE Online Working Group, and it seems to perfectly…
Read Moreabout Why talking about AI has become like talking about sex
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A year after the release of a know-it-all chatbot, educators have yet to find a satisfying answer to a nagging question: What are we supposed to do with generative artificial intelligence? One reason generative AI has been so perplexing to educators is that there is no single step that all instructors can take to make things easier. Here are a few things what we do know, though: The sudden rise of generative AI has felt like the opening of a Pandora’s box Students are using generative AI in far larger numbers than faculty, and some are using it to complete all or parts of assignments…
Read Moreabout What we’ve learned from a year of AI
Posted on by Doug Ward

When Turnitin activated its artificial intelligence detector this month, it provided a substantial amount of nuanced guidance. Trying to keep ahead of artificial intelligence is like playing a bizarre game of whack-a-mole. The company did a laudable job of explaining the strengths and the weaknesses of its new tool, saying that it would rather be cautious and have its tool miss some questionable material than to falsely accuse someone of unethical behavior. It will make mistakes, though, and “…
Read Moreabout How should we use AI detectors with student writing?
Posted on by Doug Ward

Since its release late last year, ChatGPT has reverberated through the academic mind like an orchestral crescendo in a Strauss symphonic movement. It has amazing abilities, and even greater potential. Even so, it delivers many of its responses in a monotone reminiscent of HAL 9000, the rogue artificial intelligence system in 2001: A Space Odyssey. PlaygroundAI and Doug Ward Like others, I want to know more about what ChatGPT can and can’t do, and how we might…
Read Moreabout Exploring the reasoning and the potential of ChatGPT
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Nearly a decade ago, the Associated Press began distributing articles written by an artificial intelligence platform. Not surprisingly, that news sent ripples of concern among journalists. If a bot could turn structured data into comprehensible – even fluid – prose, where did humans fit into the process? Did this portend yet more ominous changes in the profession? By DALL-E and Doug Ward I bring that up because …
Read Moreabout The bots are here to stay. Do we deny or do we adapt?
Posted on by Doug Ward