Developers struggle to evaluate AI tool claims without expensive experiments.
Design reproducible challenges that test key AI claims using only consumer hardware, teaching critical evaluation skills.
Target technical leads who need to make build-vs-buy decisions about AI features.
Start with natural language processing claims before expanding to other domains.
Risk is appearing anti-progress in a hype-driven market.