Skeptical, Ethical, and Ambitious
Source: FitzyHistory Substack
Author: FitzyHistory
Original source: https://fitzyhistory.substack.com/p/skeptical-ethical-and-ambitious
Published: 2026-06-15
Source type: essay
Private backup: the full article text is archived in the private repository at archives/articles/fitzyhistory-substack-com-skeptical-ethical-and-ambitious.source.md. It is not published on the public Quartz site.
Summary
FitzyHistory argues that the most durable part of the University of Chicago’s AI announcement is not the Anthropic partnership itself but the governing posture behind it. The article highlights a three-part stance—skeptical, ethical, and ambitious—as a way for schools to avoid both boosterism and prohibition while still making real institutional decisions.
The article also argues that schools need public principles, not just reactive policies. UChicago is presented as a case where AI adoption is tied to mission, faculty process, data protection, and a willingness to keep some older approaches where they still serve learning better.
Its most reusable educational idea may be the duty to teach students how to think with machines, how to think without them, and how to think about them.
Pull quotes
The governing triad
“skeptical, ethical, and ambitious when it comes to AI.”
Duty of care
“… the University has a duty of care to ensure that the education offered to you is responsive to these technological developments by teaching you how to think with machines, how to think without them, and how to think about them.”
Principles before rules
“Schools need principles, not just policies. Policies are rules; principles are how those rules adapt.”
Big ideas
- Schools should start with learning values before choosing AI tools
- District AI work is a long-term redesign project
- Education should teach thinking with, without, and about AI
Claims
- AI tool choices should be judged against stated learning values
- Technoskepticism gives schools a middle path on AI
Key evidence and examples
- The article treats UChicago’s phrase “skeptical, ethical, and ambitious” as a durable framework for institutional AI judgment rather than a branding line.
- UChicago’s rollout is framed as the product of an open faculty process, existing campus experimentation, and continuing governance committees rather than a one-off vendor decision.
- The article praises language that explicitly leaves room for retaining older methods or creating new restrictions where AI use does more harm than good.
- The sentence about teaching students to think with, without, and about machines gives the article a broader educational frame than procurement or policy alone.
Education relevance
High relevance for K–12 and higher-ed leaders thinking about AI governance, public principles, mission alignment, and how to avoid collapsing into either hype or blanket rejection.
Durability note
The Anthropic partnership details may age quickly, but the article’s durable contribution is its argument that schools need explicit principles and visible reasoning for AI decisions.