The Framework App vs Swiss Naturalization Test

The Framework is an audio app for people who want to understand AI without learning to code. The main course is called "Understanding AI". In fifty short lessons, it explains how the technology actually works, from neural networks to language models, and then looks at what all of this means for the way we work and live. It's based on Marcel Salathé's best-selling book. The second course is about AI agents, meaning AI that can act on your behalf. In eleven lessons, it explains how agents work, and how to delegate work to them well. In between, there are the Explorations: shorter pieces on whatever is happening in AI right now. New ones are added regularly. Every lesson is short enough for a walk or a commute. The app itself is deliberately simple. You press play and listen. Marcel Salathé is a best-selling professor at EPFL in Lausanne, where he co-directs the EPFL AI Center. What's inside: "Understanding AI", the complete course in fifty lessons "AI Agents", a shorter course on AI that can act for you Explorations on current topics, added regularly Recorded in original voice, with an optional AI voice

Swiss naturalization test — the smartest, most comprehensive, most fun way to become Swiss. Swiss Naturalization Test is an independent study companion. It is not affiliated with any government authority. For the official test, always refer to your canton's official platform. Your commune in all 26 cantons · Declared fidelity · Smart coaching · Online leaderboard · Play, Challenge and Conquest modes Free. Offline. Ad-free. No account required. Built by a naturalization applicant. Not a software company. YOUR COMMUNE IN ALL 26 CANTONS Choose your commune anywhere in Switzerland. Four fidelity tiers — exact, always-current per-canton figures on our canton pages: Full official set — Vaud (per-commune level, the only one), Zurich, Aargau. Official questions (adapted, past series, or oral exam) — Geneva, Bern, Valais, Neuchâtel. Authored from official sources — Ticino, Fribourg, St. Gallen, Basel-Stadt, Solothurn, Lucerne. 13 cantons have a dedicated set; the other 13 use the official federal civic base (basic prep, not that canton's real exam). Exact counts, kept in sync: https://swissnaturalizationtest.ch/cantons/index.html SMART COACHING The app analyzes your progress and guides each session: - Discover unseen questions - Review with spaced repetition - Focus on your weakest category - Take a practice exam when ready (min. 70%) - Instantly review your last exam mistakes DETAILED STATISTICS - Readiness indicator — not ready / almost ready / ready - Mastery progress graph - Set your exam date — countdown and recommended pace - Statistics by category with mastery rate - Most frequently failed questions EXAM PREPARATION - Practice exam under real conditions for your canton - Training mode with immediate feedback - Flashcards with the Leitner method - Oral: listen to or read the questions, where the exam is an interview - Study sheets: politics, history, key figures GAME MODES PLAY — Train at your own pace, on Cantons or Culture - Two worlds: Cantons (crests, maps, abbreviations, capitals) and Culture (history, geography, economy, politics) - Marathon: 3 lives, how far can you go? — per-format leaderboards (True/False, 4- and 6-option) - RapidFire: timed quiz, 60 seconds — per-format leaderboards - Matching: connect in pairs, board mode or one at a time - Which of These: pick a group and a type, find the right answers CHALLENGE — Daily and Versus DAILY — Compete daily, same set for everyone, resets at midnight - Tandem: matching + multi-pick combined - Who Wants to Be Naturalized?: increasing-difficulty questions — risk it or stop? - RapidFire (daily): timed speed quiz VERSUS — 1v1 challenge - Tris Duello: challenge a friend with a code and play from a distance. Open the squares, win the duels, line up three to win. You don't both need to be online. CONQUEST — Vaud and neighbouring cantons Conquer commune by commune, from Vaud to the neighbouring cantons: break through the district gates, win the timed assaults, become Mayor. ONLINE LEADERBOARD You're not studying alone. Compete on Marathon, RapidFire and Who Wants to Be Naturalized? — with Daily, Weekly, and Monthly rankings. Play anonymously, or sign in to keep your progress safe. FEATURES - Select canton and municipality — adapts automatically - 100% offline · 4 languages: FR/DE/IT/EN - Light and dark modes - Optional sign-in · No ads, no tracking, no data sold OFFICIAL SOURCES All 26 cantons' official sources + our update & verification commitment: https://swissnaturalizationtest.ch/transparency.html