Episodes

  • The United State of AI - 2026
    Jan 6 2026

    https://x.com/_yawsh_/status/2008360257626472579

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    46 mins
  • Video - The United State of AI - 2026
    Jan 6 2026

    https://x.com/_yawsh_/status/2008360257626472579

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    8 mins
  • Navigating AI in K-12 Education
    Jan 5 2026

    Summary

    This conversation explores the rapid technological changes in K-12 education, particularly focusing on the integration of AI in special education. It discusses the dual-edged nature of AI, highlighting both its potential for hyper-personalized instruction and the associated risks such as data privacy and algorithmic bias. The dialogue emphasizes the importance of governance, policy frameworks, and data readiness for responsible AI adoption, while also addressing equity issues and the need for AI literacy among educators and students. The conversation concludes with a look at the future of AI in education and the operational challenges that lie ahead.


    Takeaways

    • The pace of technological change in K-12 education is dizzying.
    • AI offers hyper-personalized instruction but comes with risks.
    • Data privacy and algorithmic bias are critical concerns.
    • Governance frameworks are essential for responsible AI adoption.
    • Data readiness is paramount for effective AI systems.
    • Legal protections must be in place for student data.
    • AI can support diverse learners in unprecedented ways.
    • Equity and access to technology are major challenges.
    • AI literacy is crucial for both students and educators.
    • The future of AI in education requires careful navigation.


    Chapters

    • 00:00 Navigating the Rapid Technological Change in K-12 Education
    • 03:11 The Promise and Risks of AI in Special Education
    • 06:08 AI's Impact on Student Learning and Teacher Workload
    • 08:58 Understanding Data Privacy and Algorithmic Bias
    • 12:11 Governance and Policy Frameworks for AI Adoption
    • 14:54 Data Readiness and Compliance in AI Systems
    • 18:13 Legal Protections and Contractual Obligations
    • 21:06 The Role of AI in Supporting Diverse Learners
    • 23:58 Equity, Access, and the Digital Divide
    • 27:05 AI Literacy and the Human-Centered Approach
    • 30:12 The Future of AI in Education and Operational Challenges
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    49 mins
  • Contraband or Accommodation: AI in Special Education
    Dec 31 2025

    Is AI contraband—or is it the most powerful assistive technology special education has ever seen? In this episode, we take a close look at a high-stakes case study that captures the core dilemma schools are facing right now: generative AI is evolving faster than policy, and special education sits at the epicenter of the risk-and-access debate. Using a detailed paper trail of supervisory coaching, written directives, and an employee accommodation process, we explore what happens when institutions respond to AI not with clear, mature governance, but with reactive restrictions designed to minimize liability.

    We unpack the practical pressures driving those restrictions—student privacy, data security, professional boundaries, and legal compliance in IEP documentation—alongside the educator’s counter-narrative: that AI can function as a legitimate, highly effective support for language, organization, and executive function. The tension is stark. Schools already rely on assistive technologies like text-to-speech, speech-to-text, graphic organizers, and structured scaffolds written directly into IEPs to provide meaningful access. So what is the principled basis for categorically restricting AI when it can perform those same functions at a higher level—summarizing dense text, generating outlines, refining clarity, adjusting reading levels, and supporting measurable goal writing—often in ways that directly match students’ documented needs?

    From IEP compliance to classroom instruction, we examine the line schools are trying to draw between “acceptable internal productivity tools” and “forbidden student-facing instruction,” and whether that line holds up under the legal and ethical mandate to provide access. We also dig into the deeper consequences of policy lag: the rise of informal “whisper network” reporting, delayed feedback, corrective memos that feel accusatory even when framed as supportive, and the way poorly structured communication can destabilize both staff performance and student services.

    Ultimately, this is not an argument for reckless AI adoption. It is an argument for mature governance: privacy-safe systems, transparent guardrails, clear training, and a real framework for ethical integration. Because if AI is increasingly necessary for adult work, communication, and learning, then special education—the field built on accommodation and access—may be the last place it should be treated like contraband.

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    29 mins
  • “We Have Nothing.” A Case Study in Transparency at Horizon Charter School
    Dec 31 2025

    Podcast Description

    When a taxpayer-funded public institution responds to a lawful records request with a single phrase — “We have nothing.” — what happens next?

    This episode examines a yearlong public-records dispute involving Horizon Charter School and the legal enforcement mechanism designed to address exactly this kind of institutional stonewalling: the California Public Records Act writ of mandate. Drawing from filings, correspondence, and statutory requirements, the episode traces how repeated denials, vague exemptions, and contradictory statements can transform a transparency dispute into a court-supervised inquiry into whether an agency actually searched for — or intentionally withheld — public records.

    The discussion explores how open-records law intersects with school governance, labor protections, and public accountability, including the role of board deliberations, record-retention duties, and the legal consequences of claiming records do not exist when evidence suggests otherwise. Rather than litigating outcomes, the focus is on process: what the law requires, how enforcement works when agencies resist, and why transparency failures often become evidence in themselves.

    “We Have Nothing.” is a case study in how California’s transparency laws function when voluntary compliance breaks down — and what it reveals about the integrity of public institutions operating behind closed doors.

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    36 mins