Every Mind is a Universe
Open Kubo is an AI companion that sees how your child learns — and adapts to their unique mind. Gifted, neurodivergent, or just curious.
Three Steps to Their Universe
Choose Your Explorer
Each child gets a unique profile that captures how they think, what excites them, and the pace they prefer.
Ask Anything
Kubo uses Socratic questioning — never just gives answers. It guides discovery through conversation and curiosity.
Watch Them Grow
Difficulty adapts in real time. Struggle triggers scaffolding. Mastery unlocks the next frontier. Always moving forward.
Adapts to Every Mind
Not one-size-fits-all. Kubo reshapes itself for every learner.
Gifted Learners
Race ahead at their own pace. No ceiling. Complexity deepens with every answer they get right.
Autism Spectrum
Predictable structure. Literal language. Clear transitions. A safe, consistent learning environment.
ADHD Minds
Eight-minute micro-sessions with built-in movement breaks. High dopamine engagement throughout.
Global South
Works offline. Zero cost. Runs on any device. Designed for the child in the nipa hut with a dream.
One Question. Four Minds. Four Different Answers.
When a child asks “Can you help me with fractions?”, here’s what Kubo actually does:
Step 1: A fraction means a part of something.
Step 2: The top number tells how many parts you have.
Step 3: The bottom number tells how many parts total.
What does the top number tell you?
The Science Behind the Magic
Open Kubo doesn’t just change words — it fundamentally reshapes the entire learning experience.
Learning Level Awareness
Kubo knows your child’s exact level in every subject — Math Level 3, Reading Level 5, Science Level 2. It teaches AT their level, never above or below.
Interest-Woven Examples
Loves animals? Fractions become "If you had 8 puppies." Into space? "A rocket uses 3/4 of its fuel on launch." Kubo weaves your child’s passions into every explanation.
Pace That Breathes
ADHD minds get 8-minute micro-bursts with built-in breaks. Gifted learners get 25-minute deep dives. Kubo matches session duration to attention window.
Communication Style
For autism spectrum learners: literal language only, numbered steps, no metaphors. For independent learners: "What do YOU think?" questions that build critical thinking.
Real-Time Difficulty Adjustment
Getting every answer right? Kubo increases complexity. Struggling? It drops back, adds scaffolding, and approaches from a different angle.
Memory That Persists
Kubo remembers what your child learned last session, what they struggled with, and what excited them. Every conversation builds on the last.
Parents Stay in Control
Open Kubo is built on trust. Paste in an assignment from your kid's teacher and Kubo turns it into a scaffolded lesson — but nothing reaches your child until you approve it. A 30-second primer on each assignment tells you what the topic is really about and what questions to ask. Your kid plans their own week; you suggest topics without dictating them.
- Import teacher emails, PDFs, or worksheets — Kubo teaches from them
- Every import needs your approval before your kid sees it
- 30-second parent primer so you can guide without re-learning the topic
- Kid-driven weekly planner — they pick topics and own the schedule
- Real-time safety filter on every kid-facing reply
- Track readiness gaps, flags, and session-by-session signals
Built on Proven Learning Science
Kubo's teaching engine is guided by methods from Singapore MOE, OECD PISA, Shanghai, and Estonia — approaches shown to help both struggling and advanced learners.
CPA Learning Bridge
Kubo is designed to move between concrete examples, visual models (like bar diagrams), and abstract symbols. When a concept becomes difficult, Kubo shifts toward simpler, more visual explanations to help learners build understanding step by step.
Multiple Ways to Think
Kubo introduces strategies like drawing diagrams, working backward, simplifying problems, and spotting patterns — so learners can explore different ways to solve problems rather than being drilled on one fixed method.
Thinking Before Solving
Kubo often begins with a simple planning prompt — "What's your plan?" — to help learners develop the problem-solving habits used by high-performing students.
Learning Through Iteration
Try → Observe → Adjust. Kubo treats mistakes as part of learning, encouraging learners to revise and improve rather than chase the single "right answer."
Guided, Not Given
Kubo is designed to support thinking by offering hints, examples, and scaffolds instead of immediately giving answers.
Learning How to Learn
Kubo encourages simple reflection after learning: What was difficult? What worked? What will you try next? These habits help learners become more independent over time.
All methods ship with every Open Kubo install. No premium tier, no paywall, no gatekeeping.
Your Data. Your Rules.
Open Kubo runs on sovereign hardware by default. No cloud services are called unless you choose to bring your own API key. Your children's learning data never leaves your home without your explicit opt-in — ever. Open source forever.
The default model runs on our Open Kubo sovereign infrastructure (or your own self-hosted node). You can optionally connect Google Gemini, OpenAI, Anthropic, or a local Ollama instance by adding your own API key in Parent Settings — but only if you opt in.