Academics
CauseForge
Correlation is not cause — train the moves that tell them apart, for ages 15–18. Take a real observation and pick the soundest move: find the mechanism, run the counterfactual, name what would falsify it, or spot the hidden confound — then weigh every shape the pattern could really be. No score, no streak. On-device, no accounts.
#3949ab What's inside
Learning goal
Correlation is not cause — train the moves that tell them apart, for ages 15–18. Take a real observation and pick the soundest move: find the mechanism, run the counterfactual, name what would falsify it, or spot the hidden confound — then weigh every shape the pattern could really be. No score, no streak. On-device, no accounts.
Question kits
16 curriculum-aligned kits × 25 questions = 400 questions per app, mapped to recognized standards.
On-device AI mentor
FoundationModels-powered hints, feedback, and adaptive difficulty — all running locally.
How CauseForge handles your kid's data
- ✅ All progress, settings, and AI-generated content stays on the device
- ✅ No analytics, no tracking, no third-party SDKs
- ✅ No ads, no in-app purchases — you pay once
- ✅ COPPA compliant under the 2026 FTC amendments
- ✅ Parental controls + session limits + content filters built in
CauseForge runs on ForgeKit — the open-source Swift Package Manager framework that powers every Spark & Anvil app. ForgeKit ensures consistent accessibility, COPPA compliance, and design language across the portfolio, so your kid's progress and preferences feel coherent across every app they touch.
Coming to the App Store
CauseForge is in active development. Email us to hear when it ships — no marketing, no spam, just a one-shot launch announcement.
Email me at launch