Answer everyday scenarios
Choose what feels most natural in short real-life situations.
MapKAI
Map your knowledge with AI
Answer three everyday questions. See which areas feel active, quiet, or worth exploring next.
No login. No account. Just a quiet starting point.
How it works
Three questions, then a map.
Reveal active lenses
MapKAI shows which knowledge lenses are already active in your thinking.
Choose what to explore next
Use the map as a calm prompt for learning, reflection, or better questions.
What you get
A map, not a label.
Active areas
The lenses you naturally use when thinking through everyday situations.
Quiet areas
Knowledge spaces you may not notice yet, but can explore when useful.
Next steps
Simple routes into stories, practical fields, and learning steps.
Stories preview
The Well Runs Dry
A small town discovers that water is not just a resource problem. It is also economics, engineering, health, governance, and trust.
Stories show how practical fields can light up the map through ordinary situations.
PDC preview
Need a structured decision room?
PDC is a separate council-style thinking tool for decisions with trade-offs, disagreement, or timing pressure.
No login. No tracking. No public profile. MapKAI is currently a free knowledge initiative.
About MapKAI
A quiet compass for learning in the AI era.
What MapKAI Is
Map your knowledge with AI.
It helps scattered learning become visible enough to explore, question, and reflect on.
Mission & Vision
When answers become abundant, direction becomes the real advantage.
Mission
MapKAI helps people discover their active knowledge areas, notice quiet areas, and choose what to explore next in the AI era.
Vision
MapKAI aims to become a personal knowledge compass for the AI era, helping people move beyond narrow professional boundaries, build a broader picture of knowledge, and gradually turn self-awareness into personalized learning paths.
Quiet areas are not weaknesses. They are places worth exploring.
The AI Era Problem
AI can generate infinite answers. But many people still do not clearly understand how they think, what they repeatedly ignore, or where their blind spots are.
Navigate your knowledge before navigating AI.
Why Explore Matters
Explore is not an intelligence test. It is pattern observation, cognitive exploration, and knowledge mapping.
How MapKAI Questions Are Designed
Inspired by UNESCO ISCED-F knowledge classification, MapKAI questions are built around real-world situations, systems, trade-offs, incentives, and everyday reasoning.
They are not designed for memorization. Many questions hold more than one reasonable explanation, so the goal is to notice patterns and build clearer mental maps.
Reflection Philosophy
As people grow older and become more socially adapted, they often receive fewer truly honest observations about themselves.
MapKAI reflections are not judgments. They are structured observations.
Product Boundary
MapKAI does not try to become your final AI. It gives you a quieter starting point for the AI tools you already use.
MapKAI creates the map. Your personal AI helps you explore it more deeply.
Not everything meaningful can be fully measured. But some things become clearer once they are finally visible.
Start ExploringPrivacy
Privacy at MapKAI
MapKAI is low-data by design. For the current experience, you do not need to create an account or provide your name or email. Quiz progress is not linked to a personal profile, and contact is optional.
Low-data by design
For the current experience, no account is required. You do not need to provide your name or email to explore MapKAI.
MapKAI does not require or build a customer profile for the current exploration flow.
We do not use advertising tracking for the current MapKAI experience.
Quiz and reflection data
Quiz progress is not linked to a personal profile. The current exploration result is generated in your browser and can disappear when you leave or refresh.
Raw quiz records are not stored by default. If temporary quality checks are introduced later, records should be anonymized, aggregated, or deleted regularly, preferably within 30 days.
Aggregated statistics may be used to improve questions and site experience if they are not linked to personal profiles.
Contact is optional
If you send a contact message, MapKAI uses it only to respond to you. Contact messages are separate from quiz progress and should be reviewed or deleted periodically.
Please avoid sharing highly sensitive personal information in the message box.
Technical processing
Basic technical logs may exist through hosting and security providers such as Cloudflare.
MapKAI uses browser storage for small product states such as language preference, Founder mode state, and visitor-count continuity. See the Cookies page for more detail.
Future changes
If MapKAI introduces new features, accounts, or data practices in the future, this page should be updated clearly.
Responsible Use
Responsible use
MapKAI helps map thinking, not people. Human judgment remains central.
What MapKAI supports
MapKAI supports reflection, learning, knowledge mapping, and option exploration.
Use it as reflection and learning support, not as professional advice.
What MapKAI does not replace
MapKAI does not replace human judgment.
MapKAI does not provide legal, medical, financial, psychological, or other qualified professional advice.
Important decisions remain your responsibility.
Careful use
Please avoid submitting highly sensitive personal information.
Treat MapKAI outputs as prompts for thought, conversation, and learning direction.
Cookies
Cookies and browser storage
We do not use advertising or tracking cookies for the current MapKAI experience. If this changes, we will update this page clearly and request consent where required.
Current approach
The current code audit did not find advertising scripts, tracking pixels, or third-party analytics tags.
MapKAI uses localStorage for language preference, Founder mode state, a local visitor id used by the visitor counter, and temporary interface state. The audit did not find sessionStorage usage. The repository also includes email-auth endpoints that can set a short-lived login challenge cookie if those endpoints are configured and used; this is not required for the current public exploration flow.
Hosting and security providers may still process basic technical logs when pages or API routes are requested.
Managing storage
You can clear cookies and browser storage through your browser settings. Clearing localStorage may reset language preference, visitor-count continuity, and local interface state.
Terms
Terms of use
MapKAI is currently a free knowledge initiative. It provides educational and reflection support.
Using MapKAI
MapKAI helps you explore knowledge patterns, quiet areas, and possible learning directions.
MapKAI does not provide professional advice, and you remain responsible for final decisions.
Acceptable use
Please do not misuse MapKAI, interfere with the site, attempt to access non-public systems, submit harmful content, or copy MapKAI content and design for unauthorized commercial use.
MapKAI may evolve
MapKAI may change over time. If new features, accounts, or data practices are introduced in the future, relevant pages should be updated clearly.
PDC Experience
Navigate Your Thinking with a Structured Council
Think through a decision before you act.
PDC helps you examine one real decision through structured disagreement, then turn the discussion into a clearer decision memo.
Public Demo
Demo Mode
Explore a prepared PDC case before entering your own question.
Best for decisions with trade-offs, competing priorities, or visible disagreement.
Access Code / 访问码
Enter PDC
How it works
How it works
Bring one real question
Start with a decision, tension, or trade-off you actually face.
Open, challenge, and compare perspectives
The council surfaces assumptions, risks, opportunities, and competing priorities.
Leave with a clearer decision memo
Blue Whale summarizes the strongest views, remaining tensions, and practical next steps.
Private Pilot
MapKAI PDC
A private AI decision council for structured reflection.
Checking your private access link...
Stories
Small stories. Larger maps.
Each story begins with an ordinary conflict, then reveals the knowledge hidden underneath.
Concept fables
Advanced ideas, hidden inside fables.
Each domain hides one graduate-level concept inside a story. Read first; the concept appears only near the end.
Knowledge Map
Your knowledge map.
Answer questions. Watch unknown ocean turn into land.
Map states
- Ocean Unknown
- Snow Emerging
- Land Active
Unknown
Emerging
Familiar
Active
Map Challenge
Open the knowledge map.
Answer challenge questions from the original MapKAI question bank. Correct answers gradually reveal snowy mountains, land, and green oases.
Knowledge Lenses
11 knowledge lenses.
Each lens groups practical fields, questions, and learning steps.
Category scope
Knowledge category
Practical Field
Practical field map
Practical field pages help turn one knowledge area into practical explanations, everyday examples, and learning steps.
Customized Learning Path
Learning paths connect fields into a usable order.
Start with a learning goal, choose a knowledge area, and follow a practical path through connected fields.
Learning paths
Choose a path after choosing a field
MapKAI connects categories, fields, and practical next steps as each area becomes ready.
Founder-curated path
Foundation Learning Path
A practical route for beginners who want to understand a new field before choosing a deeper direction.