What "Human-Led AI" Actually Means
"Human-led" isn't a softer "AI-powered." The word order is the whole argument: you keep the judgment, the machine carries the weight.
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Essays on AI literacy, education, and what's worth protecting in an age of generative everything.
AI, Consent and Credit: A Working Creative's Field Guide
The AI rights debate is run by lawyers and guilds. Here's the working-creative version: consent, credit, and compensation, applied to your own use.
Read the essayA San Diego Creative's Guide to Using AI Well
Most AI training in town is built for corporate teams. This one's for local filmmakers, musicians, and creative teams.
Read the essayWhere AI Actually Earns Its Keep in Creative Work
AI isn't your muse. Its real value is carrying the repetitive work that keeps you from creating.
Read the essayDual Literacy: What AI Education Is Missing
Using AI well takes two literacies: knowing the tool and knowing your field well enough to overrule it.
Read the essayAI Literacy Isn't Coming to Schools. It's Already There. The Training Isn't.
Students already use AI every day. The people expected to guide them are still waiting for useful training.
Read the essayWhat Schools Actually Need From AI Right Now
The immediate work is less glamorous than another product demo: usable policies, prepared teachers, and career guidance that holds up on Monday morning.
Read the essayThe Two Skills Every Educator Needs in 2026
Domain expertise tells you what matters. AI fluency helps you test, draft, and revise without giving up that judgment.
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