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Below are the live features that are actually running in this prototype. Click any heading to try it. The product is real; the catalog is real; only the data has been seeded for the demo.
▶ Start a lesson
Real Claude-powered adaptive tutor. Pick a character, drop in any material, and learn at your pace. Streams token-by-token. Five modes: lesson, test-as-celebration, role-play, communications coach, peer-tutoring.
📄 Try it on a real syllabus — 100 ready-to-run courses
Every one of these real course outlines has been run through the curriculum loader. Open a section, click "Start a lesson," and the tutor teaches straight from that syllabus. Or drop your own PDF into the loader to watch it parse. 🔬 See the Visual Lab Pack for the science plates.
⭐ Featured syllabi · 2
Analytical Grammar — Parts of Speech
A real K–12 grammar syllabus — diagram sentences, one part of speech at a time.
8 topics
Introduction to the Medieval World
A real university history syllabus — the Middle Ages, plus how to read primary sources.
7 topics
📘 Core academic subjects (intro surveys) · 10
CS 101 — Introduction to Computer Science
College Intro to Computer Science — Python, algorithms, data structures, cyber basics.
9 topics
ENGR 101 — Introduction to Engineering
Intro to Engineering — the design process, statics, circuits, and team build challenges.
8 topics
MATH 101 — Precalculus & Introduction to Calculus
Precalculus into Calculus — functions, trig, limits, and the derivative.
9 topics
BUS 101 — Introduction to Business & Management
Intro to Business & Management — marketing, finance, operations, strategy, and a business plan.
9 topics
HSCI 101 — Foundations of Health Sciences
Foundations of Health Sciences — anatomy, physiology, disease, and public health.
9 topics
ENGL 101 — Composition & Literary Analysis
Composition & Literary Analysis — close reading, argument, and a research paper.
9 topics
NSCI 101 — Integrated Natural Sciences
Integrated Natural Sciences — physics, chemistry, and biology with hands-on labs.
9 topics
SSCI 101 — History & Economics: How Societies Work
History & Economics — economic reasoning and the forces that shaped the modern world.
9 topics
LAW 101 — Introduction to Law & the Legal System
Introduction to Law & the Legal System — cases, the Constitution, contracts, and torts.
9 topics
PSY 101 — Introduction to Psychology
Introduction to Psychology — brain, cognition, development, and mental health.
9 topics
💼 Applied & professional fields (career tracks) · 16
DATA 110 — Data Science & Analytics
Turning raw data into decisions: the full analytics workflow in Python — collect, clean, explore, visualize, model.
5 topics
CYBR 110 — Cybersecurity Fundamentals
Defending systems and data: threats, cryptography, defenses, and incident response (defensive, ethics-first).
5 topics
UXD 110 — UX/UI Design
Designing products people can actually use: research, information architecture, wireframing, prototyping, testing.
5 topics
GAME 110 — Game Design & Development
How games are designed and built: design theory plus hands-on development in a modern engine.
5 topics
NURS 110 — Nursing Fundamentals
The foundation of nursing practice: the nursing process, core clinical skills, and professional ethics. Academic foundation only — licensed practice requires an accredited program (NCLEX).
5 topics
NUTR 110 — Nutrition & Dietetics
The science of food and health: nutrients, metabolism, dietary guidelines, and evidence-based nutrition. General science, not individualized medical nutrition therapy.
5 topics
SWK 110 — Introduction to Social Work
The helping profession in practice: values and ethics, human behavior in social context, and the systems that serve vulnerable people.
5 topics
COUN 110 — Counseling Skills & Helping Relationships
The foundational micro-skills of helping conversations: active listening, empathy, questioning, ethical boundaries. A skills primer, not a license to practice clinical counseling.
5 topics
POLI 110 — Political Science & Public Policy
How power and policy work: systems, institutions, ideologies, and how problems become laws. Nonpartisan — competing views presented fairly.
5 topics
SOC 110 — Sociology
The systematic study of society: structures, institutions, inequality, and the forces shaping group behavior.
5 topics
CRJ 110 — Criminal Justice
The system that responds to crime: policing, courts, corrections, theories of crime, and reform debates.
5 topics
ENVS 110 — Environmental Science & Sustainability
How natural systems work and how human activity affects them: ecosystems, climate, resources, and sustainability.
5 topics
JOUR 110 — Journalism & Media Studies
Reporting truth in a noisy information age: news gathering, interviewing, writing across formats, ethics, and media literacy.
5 topics
MUSC 110 — Music Production & Audio Engineering
Making records: the signal chain from sound to finished track — recording, MIDI/DAWs, mixing, and sound design.
5 topics
ENTR 110 — Entrepreneurship & Innovation
Turning ideas into ventures: opportunity, customer discovery, business models, lean validation, and the pitch.
5 topics
PMGT 110 — Project Management
Getting things done on time and on budget: scope, schedule, cost, risk, and stakeholders across waterfall and agile.
5 topics
🏛️ Departmental catalog (5 courses per subject + Forensic Psych) · 50
CS 110 — Introductory & Core Programming
Programming from zero in Python, then bridging to Java and C++ with object-oriented thinking.
5 topics
CS 120 — Data Structures & Algorithms
Implement the classic data structures and algorithms from scratch and analyze them with Big-O.
5 topics
CS 130 — Systems & Infrastructure
What happens beneath the code: processors, operating systems, and networks.
5 topics
CS 140 — Databases & Information Systems
Storing, querying, and managing data at scale: relational/SQL first, then NoSQL and warehousing.
5 topics
CS 150 — Advanced Topics: AI, Cybersecurity & Cloud
A survey capstone: ML fundamentals, cybersecurity, software engineering, and cloud computing.
5 topics
ENGR 110 — Foundational Science & Math for Engineers
The shared toolkit: advanced calculus, differential equations, linear algebra, physics, and chemistry.
5 topics
ENGR 120 — Core Engineering Concepts
The five pillars of engineering science: statics, dynamics, thermodynamics, fluids, and materials.
5 topics
ENGR 130 — Specialized Engineering Systems
A rotation through electrical, civil/structural, aerospace, and chemical engineering.
5 topics
ENGR 140 — Design & Practical Application
Engineering as practiced: CAD, prototyping, project management, and professional ethics.
5 topics
ENGR 150 — Senior Capstone Project
A full team project solving a real engineering problem for a real stakeholder.
5 topics
MATH 110 — Algebra & Pre-Calculus
The complete function toolkit and the launching pad for calculus.
5 topics
MATH 120 — The Calculus Sequence
Single-variable through multivariable calculus: limits, derivatives, integrals, and vectors.
5 topics
MATH 130 — Discrete Mathematics & Logic
The mathematics of computer science and rigorous argument: sets, logic, proofs, counting, graphs.
5 topics
MATH 140 — Linear Algebra & Differential Equations
Matrices, vector spaces, and eigenvalues paired with the ODEs that model physical systems.
5 topics
MATH 150 — Probability & Statistics
Reasoning under uncertainty: probability, distributions, hypothesis testing, and regression.
5 topics
BUS 110 — Accounting & Finance
The language of business: financial accounting plus corporate finance.
5 topics
BUS 120 — Marketing & Consumer Behavior
How products find people: research, branding, digital strategy, and buying psychology.
5 topics
BUS 130 — Operations & Supply Chain Management
Making and moving things efficiently: logistics, production, quality, and inventory.
5 topics
BUS 140 — Organizational Behavior & HR
The human side of business: leadership, teams, culture, and human resources.
5 topics
BUS 150 — Strategic Management
The capstone integrator: competitive analysis, ethics, and global strategy through cases.
5 topics
MED 110 — Pre-Clinical Sciences
The foundation of medical knowledge: anatomy, physiology, biochemistry, and genetics.
5 topics
MED 120 — Pathology & Pharmacology
How disease works and how drugs treat it.
5 topics
MED 130 — Microbiology & Immunology
The microbial world and the body's defenses.
5 topics
MED 140 — Clinical Skills
The practitioner's craft: patient communication, exam technique, ethics, and reasoning.
5 topics
MED 150 — Public Health & Epidemiology
Health at the population scale: biostatistics, healthcare systems, and prevention.
5 topics
ENGL 110 — Composition & Rhetoric
College-level academic writing: argument, research, and citation (APA, MLA).
5 topics
ENGL 120 — Literary Analysis
Reading like a critic: themes, literary devices, and schools of literary theory.
5 topics
ENGL 130 — Historical Literature Survey
The canon in context: early British literature, American movements, and Shakespeare.
5 topics
ENGL 140 — Contemporary & Global Literature
Literature now and worldwide: modern fiction, poetry, and diverse international voices.
5 topics
ENGL 150 — Creative Writing
A studio workshop in fiction, poetry, and creative non-fiction.
5 topics
NSCI 110 — Biological Sciences
Life from molecules to ecosystems: cells, genetics, evolution, and ecology.
5 topics
NSCI 120 — Chemical Sciences
Matter and its transformations: general chemistry, organic chemistry, and biochemistry.
5 topics
NSCI 130 — Physical Sciences
The physics of the universe: mechanics, thermodynamics, waves, electromagnetism, and quantum.
5 topics
NSCI 140 — Laboratory Methods
How science is actually done: experimental design, safety, data, error analysis, and writing.
5 topics
SSCI 110 — Microeconomics
The economics of individual decisions: supply and demand, market structures, and failures.
5 topics
SSCI 120 — Macroeconomics
The economy as a whole: GDP, inflation, unemployment, and policy.
5 topics
SSCI 130 — Historical Methodologies
How historians know what they know: sources, historiography, and evidence-based analysis.
5 topics
SSCI 140 — World & Regional Histories
The sweep of the modern world: major eras and regional political history.
5 topics
SSCI 150 — Sociopolitical Systems
Where economics, history, and politics meet.
5 topics
LAW 110 — Constitutional Law
The supreme framework: government structure, separation of powers, and fundamental rights.
5 topics
LAW 120 — Contracts & Torts
How agreements are formed and enforced, and how the law remedies civil wrongs.
5 topics
LAW 130 — Criminal Law & Procedure
Crime and the constitutional limits on punishing it.
5 topics
LAW 140 — Legal Writing & Research
The working skills of a lawyer: research, briefs, and oral advocacy.
5 topics
LAW 150 — International & Corporate Law
Law beyond borders and inside the firm: treaties, business regulation, and IP.
5 topics
PSY 110 — Introduction to Psychology
The foundation: history, major perspectives, and research ethics.
5 topics
PSY 120 — Cognitive & Behavioral Psychology
How the mind learns and thinks: learning, memory, perception, language, thought.
5 topics
PSY 130 — Developmental Psychology
Human change across the lifespan, infancy to old age.
5 topics
PSY 140 — Abnormal & Clinical Psychology
Psychological disorders, DSM classification, and therapy models. Academic only — not clinical care or a substitute for support.
5 topics
PSY 150 — Social Psychology
How people influence and relate to one another.
5 topics
FPSY 210 — Forensic Psychology: Psychology & the Legal System
Applying psychological science to law enforcement, courts, and corrections — evidence over media myth.
5 topics
🤖 AI & LLM development track (6 phases) · 6
AI 101 — Math & Programming Foundations for AI
AI Phase 1 — Math & Python foundations for AI: NumPy, Pandas, linear algebra, calculus, probability.
8 topics
AI 201 — Machine Learning Fundamentals
AI Phase 2 — Machine Learning fundamentals: models, evaluation, and the discipline that makes them work.
8 topics
AI 301 — Deep Learning & Neural Networks
AI Phase 3 — Deep Learning: build neural networks from scratch, then CNNs and RNNs in PyTorch.
8 topics
AI 401 — Building LLMs from First Principles
AI Phase 4 — Build an LLM from scratch: tokenization, self-attention, a small GPT, and fine-tuning.
9 topics
AI 501 — Production LLM Systems
AI Phase 5 — Production LLM systems: prompting, RAG, agents, evaluation, and LLMOps.
9 topics
AI 601 — Leading with AI: Strategy, Governance & Ethics
AI Phase 6 — AI strategy, governance & ethics: lifecycle, risk frameworks, security, and the alignment problem.
9 topics
🧬 Life Sciences pre-health sequence (LIFE 110→180) · 8
LIFE 110 — Foundations of Biology
The entry point to the life-sciences sequence: scientific method, the chemistry of life, and the cell. (Requires nothing; unlocks LIFE 120, 140.)
5 topics
LIFE 120 — Cell & Molecular Biology
Inside the cell: membranes, organelles, the cell cycle, and the molecular machinery of DNA, RNA, and protein. (Requires LIFE 110.)
5 topics
LIFE 130 — Human Anatomy & Physiology
The structure and function of the human body, system by system — home of the dissection labs. (Requires LIFE 120.)
5 topics
LIFE 140 — Microbiology
The microbial world: bacteria, viruses, and the basics of immunity and infection control. (Requires LIFE 110.)
5 topics
LIFE 150 — Genetics
Inheritance from Mendel to genomics: how traits pass, how genes vary, and how we read and edit them. (Requires LIFE 120.)
5 topics
LIFE 160 — Pathophysiology
What happens when normal function breaks — connecting anatomy, physiology, and genetics to disease. (Requires LIFE 130 + 150.)
5 topics
LIFE 170 — Epidemiology & Public Health
Health at the population scale: how disease spreads, how we measure it, and how prevention works. (Requires LIFE 140.)
5 topics
LIFE 180 — Capstone: Research & Clinical Integration
The culminating project integrating the whole sequence into an original research review or clinical case study. (Requires LIFE 160 + 170.)
5 topics
🧒 Junior try-on labs (kids, 3 age tiers) · 8
Junior — Body Detective Lab
A kid 'try-on' of science and anatomy across three age tiers — cell-city to comparative anatomy. Uses the Visual Lab Pack plates.
3 topics
Junior — Money Lab
A kid 'try-on' of business and money across three age tiers, from a lemonade stand to a real micro-pitch.
3 topics
Junior — News Lab
A kid 'try-on' of journalism and media literacy across three age tiers — from spotting fake headlines to reporting with sources.
3 topics
Junior — Maker Lab
A kid 'try-on' of engineering and coding across three age tiers — from block towers to a working prototype.
3 topics
Junior — Care Lab
A kid 'try-on' of health, nursing, and listening across three age tiers — caring for a body and for a person.
3 topics
Junior — Kitchen Lab
A kid 'try-on' of chemistry and nutrition across three age tiers — from melting butter to tracing sugar to energy.
3 topics
Junior — Civic Lab
A kid 'try-on' of law, history, and government across three age tiers — from fair rules to a mock council.
3 topics
Junior — World Chase Station
A kid 'try-on' of geography and deduction across three age tiers — chase clues across the globe, then design your own.
3 topics
📷 Real camera + Claude vision
The camera button on the photo page captures from your device camera and sends one frame to Claude vision. Bytes flow through server memory only and are dropped after the evaluation. Contract surfaced in the response.
🎤 Real on-device speech-to-text
Your browser does STT locally. Only the transcribed text reaches the server. Audio never leaves your device.
🗺️ Real OpenStreetMap
Maps with browser-side Nominatim geocoding. Opt-in geolocation auto-fill. Hotspot alerts pinned by severity.
▶ Real YouTube embeds
Vetted catalog of 18 real educational videos from Kurzgesagt, TED-Ed, CrashCourse, Khan Academy, Veritasium, Amoeba Sisters, 3Blue1Brown, Tom Scott. Tutor pulls them inline during a lesson with creator credit linking to the channel.
🧪 Interactive virtual labs
Click parts of the anatomy diagram, dissect the frog, run a titration. SVG-based for the demo; richer 3D in production.
🎭 Role-play scenarios
Mock interviews, mock trial cross-examination, doctor delivering hard news, coworker conflict, bullying-response coaching.
👥 Community surfaces
Adult Commons (groups, threads, town halls) — children blocked at the data layer. Crisis coordination channels with verified-source-only posting. Real /events.ics calendar feed.
Commons → · Crisis → · Events.ics →
📺 Showcase + broadcast
Subject-by-subject showcase competition with random selection from the strong-work pool. TV-style broadcast view for the reel.
🛡️ Privacy posture
Voice never leaves device. Image bytes dropped after vision call. Children's accounts not discoverable. Mentor pipeline background-checked. Crisis channels require verified sources. Read the full contract:
📈 Activity feed
What's happening this week on the platform — sessions, clips, showcase, hotspots, new arrivals.
🌌 Where this fits
The Whiteboard is one of several products in the America's Future R&D constellation.