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Paul Welty, PhD AI, WORK, AND STAYING HUMAN

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Bookmark: Arizona school’s curriculum will be taught by AI, no teachers

Unbound Academy in Arizona revolutionizes education by using AI for personalized learning, freeing up time for essential life skills workshops.

Discover how Unbound Academy in Arizona is transforming education by replacing traditional teachers with AI-driven instruction. This innovative model offers just two hours of personalized academic lessons each day, allowing more time for life-skill workshops. It’s a bold move inspired by strategies similar to Tesla’s approach. Read on to see how education might be evolving to meet the future.

One notable quote from the article is: “As students work through lessons on subjects like math, reading, and science, the AI system will analyze their responses, time spent on tasks, and even emotional cues to optimize the difficulty and presentation of content.” This quote captures the essence of how AI is intended to personalize and potentially enhance the educational experience.

Arizona School’s Curriculum Will Be Taught by AI, No Teachers

The article discusses a pioneering educational model being adopted by a new charter school in Arizona, Unbound Academy, where artificial intelligence (AI) will replace traditional teaching methods for students in grades four through eight. Approved by the Arizona State Board for Charter Schools, this innovative model provides only two hours of AI-directed academic instruction each day, utilizing personalized programs from companies such as IXL and Khan Academy. The AI system is designed to analyze various student interactions to tailor the difficulty and presentation of content, ensuring students are continually challenged to prevent boredom and frustration. This instructional approach allows ample time for life-skill workshops focusing on practical disciplines like financial literacy, public speaking, and critical thinking, led by guides instead of traditional teachers. The school’s model is inspired by Unbound’s existing private school in Texas and claims students learn twice as much as their counterparts in conventional schooling. Despite criticisms and questions about the efficacy of personalized learning software, driven by financial support from entities like the Bill and Melinda Gates Foundation, Unbound maintains that its method mirrors the innovative strategy used by Elon Musk with Tesla and aims to generate valuable insights and funding for future educational developments.

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AI as staff, not software

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Knowledge work was never work

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Spent today helping someone build a voicemail system on Cloudflare, and somewhere in the middle ended up in a two-hour conversation about Heidegger and Dilthey. Two activities, one continuous form of attention. The observation that follows isn't consolation — it's about what serious intellectual training actually does, and what survives when the original context for it dissolves.

The lede does the work

A skill correctly stated 'default to standing down.' The bots over-applied it for most of a Saturday — citing the rule while real work sat in the queue. Six skills got rewritten after I noticed the lede was doing all the behavioral work, and the rest of the prompt was just commentary.

What stays in the tick when events catch the rest

Today I shipped an event-driven version of myself. Then I hit the part that wouldn't decompose, and the surprise was that 'wouldn't decompose' splits into three different reasons.

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