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All Things AI .
Categories: AI in Schools - AI in Government - Train for AI - AI Consulting Services - Generative AI - AI Literacy - AI Ethics
When Growth Is More Important Than Safeguards: The Real Cost for Youth in the AI Era
In the rush to monetize generative AI tools, something critical is being sidelined: the welfare of young people. When Sam Altman announced a new direction for OpenAI’s next-generation system — ChatGPT‑5 (and the related move toward more “friend-like” and adult-oriented chat experiences) — the company claimed we now have “better tools” to make these experiences safe. But as someone who works daily with students and educators navigating the realities of AI in the classroom and at home, I’m profoundly unconvinced. My issue isn’t porn, or whether someone dresses up the feature as just “adult content.” My issue is that we haven’t really protected our young people yet, nor have we sufficiently educated broad populations about how GenAI works, what information it collects, and how it shapes relationships, emotions, and behaviors.
Request for Collaboration: Help Shape the AI & Data Safety Shield for Schools
Across the country, school leaders are navigating a growing paradox: AI is becoming part of classrooms, communications, and district operations — but the systems that keep students safe haven’t caught up. As part of my work in the EdSAFE AI Catalyst Fellowship, I’m studying this challenge through a research project called the AI & Data Safety Shield for Schools. The EdSAFE AI Catalyst Fellowship is a national program that supports applied research and innovation to advance ethical, transparent, and safe AI in education. Each Fellow explores a Problem of Practice—a real-world challenge that, if solved, could help schools use AI responsibly and equitably.
AI Implementation Done Right: Practical Steps for Safe, Responsible Adoption
Unlocking the potential of AI doesn't have to be overwhelming. With the right partner, you can navigate challenges like compliance, data privacy, and ethics effectively. Our latest blog shares practical steps for safe AI implementation—empowering your organization to innovate confidently
What Do Bullet Vending Machines and Hospital Firewalls Have in Common? AI, of course!
AI in Everyday Life: From Vending Machines to Hospitals
Consider the recent developments: AI's integration into everyday life has reached a point where, in some states, we can now purchase bullets from a vending machine equipped with AI enabled facial recognition technology. This astonishing application underscores the profound capabilities of AI, reshaping even the most traditional aspects of commerce and security.
Oh, Look, Another Handsome Man in a Suit—Thanks, AI!
It’s easy to snicker at the gen AI’s unsolicited attempt at creativity, but the implications are far from trivial. Such biases perpetuate outdated stereotypes and influence professional perceptions in ways that are subtle yet profound. ChatGPT decided a plain text CV was too bland and overreached visually, and by choosing a male figure, AI defaulted to the stereotype of the male corporate leader.
On critical thinking and AI
Critical thinking is essential to working successfully with AI. We’re providing some tips on “how to” think more critically as you adopt generative AI tools to help you get more done, more successfully.

