Challenges
Clear eyes
Enthusiasm without denial. Craft practices and evidence-backed essays on what AI costs people, teams, and the planet.
Dated takes live in Pulse.
Craft practices
Short drills for judgment at the keyboard. No journal required.
- The prompt isn't the hard part Wording helps. Goals, constraints, and verification decide whether the work holds.
- Why your AI sounds confident when it's wrong Fluency is a feature of the interface, not a certificate of truth.
- Dependency and skill atrophy Convenience can quietly erase the muscles you still need.
- Privacy is a habit One careless paste can outlive the chat tab.
- Surviving the hype cycle New demos arrive weekly. Your standards can stay weekly too.
Evidence essays
Harder topics with APA citations, skeptic checks, and Sources you can open.
- Who pays for the cloud's thirst? Data-center water use is real, uneven, and often opaque. Ask for disclosure before you treat the cloud as weightless.
- Power bills behind the chatbot Always-on AI sits on a growing electricity stack. Treat idle inference and vanity jobs as real load, not vibes.
- When AI becomes the beauty standard Synthetic and idealized images intensify appearance comparison. Protect kids with literacy and limits, not denial.
- Social damage is not a side quest Manipulated media and non-consensual deepfakes are documented online harms. Treat social damage as a primary design constraint.
- Cognitive debt is not permanent damage An MIT Media Lab preprint links LLM essay help to lower engagement and recall. That is a warning about practice, not proof of permanent injury.
- Offloading creativity until you can't find it External tools change what we remember and practice. Keep a no-model creative set so taste does not atrophy.
- The hard part of being human OECD framing treats AI as task automation with displacement and complementarity. Keep humans on judgment, care, and ownership.
- Deepfakes of ordinary people Non-consensual deepfake tools increasingly target everyday people. Verification and refusal are civic craft.
- Who gets displaced while we celebrate demos? OECD and IMF evidence show ambiguous aggregate job effects and real unevenness. Score dignity before you celebrate a demo.
- Where we go from here Enthusiasm with boundaries: water and power honesty, body-image literacy, cognitive practice, deepfake refusal, and dignity scorecards.