Why we need a charter
Any tool that influences how people see themselves needs stronger self-restraint than an ordinary content product. Assessment results may change someone's understanding of their abilities, relationships and career direction, and may also be used to make inappropriate judgments in organizational settings. For this reason, the platform must take responsibility for how it collects and interprets information, explains boundaries and prevents misuse, beyond making content attractive, easy to understand or easy to share.
FermatMind wants assessments to help people, rather than constrain them; to give people better language for understanding themselves, rather than compress them into a few letters, a set of scores or a slogan. This charter publicly states our working principles: how we choose when growth conflicts with responsibility, how we communicate when uncertainty conflicts with commercial messaging, and how we refuse uses that could harm users.
Principle one: Help users understand themselves, rather than define them
A person is more than four letters, a score or a chart. Every assessment model offers only one window into a person, rather than a complete account. FermatMind opposes treating results as identity labels, judgments of worth or declarations of fate. We care more about whether results help users understand their preferences, allocation of energy, ways of collaborating, stress responses and development needs.
When presenting results, we therefore try to frame conclusions as ‘hypotheses to understand and test’, rather than final judgments that cannot be challenged. A good result gives users more language for observing themselves, communicating with others and making choices, instead of classifying them once and for all.
Principle two: Scientific rigor, rather than mysticism
FermatMind builds on published research, established scales, psychometric methods and real user feedback. We do not present any model as ‘the most authoritative’, ‘the most accurate’ or able to ‘directly predict your life’, and do not replace evidence and interpretation with mysticism, fatalism or absolute claims.
What makes a platform trustworthy is not how striking its conclusions are, but whether it clearly explains what it measures, what it cannot measure, the contexts it suits and the conditions that require caution. Scientific rigor does not mean being cold or hard to understand; it means being willing to acknowledge limitations and explain complex questions clearly.
Principle three: Build with professionals, rather than work alone
No single discipline can fully cover personality, emotions, relationships and career development. FermatMind will continue working with psychology practitioners, educators, career development advisers, researchers and data governance professionals, drawing on external knowledge for item design, report writing, boundary setting and risk judgments.
We base professionalism on peer scrutiny, real feedback and ongoing correction, rather than secrecy or mystique. Working with external professionals is more than presentation: it reflects the humility the platform must maintain when addressing complex human questions.
Principle four: Interpretability and practical action matter more than attractive conclusions
Users need explanations they can use in real life, rather than merely conclusions they can share. In designing reports and content, we try to answer four kinds of questions: what the result means; where it may show up as a strength; where it may become a risk; and how users can test, practice or adjust next.
A result that cannot help users learn, collaborate, communicate, manage stress or plan their careers better is only a more polished label. For FermatMind, interpretability and practical action always matter more than appearing ‘insightful’.
Principle five: Respect uncertainty and change
People grow, circumstances change and measurement involves error. The same person may show different patterns at different life stages, stress levels and in different roles. FermatMind will not describe a single assessment as an unchanging essence, nor encourage users to dismiss their long-term potential because of a temporary state.
We try to remind users that results must be understood within a particular model, set of conditions and purpose. When circumstances, tasks, relationships or life stages change significantly, reassessment often matters more than holding on to old conclusions. Acknowledging uncertainty protects the tool's credibility without diminishing its value.
Principle six: Protect privacy, informed consent and psychological safety
Information about personality, emotions, career tendencies, relationship patterns and the answering process is often more vulnerable and easier to misinterpret than ordinary account information. FermatMind will govern this information under a higher standard of sensitivity, following principles of minimum necessity, clear purposes, clear notice and careful authorization.
We also value psychological safety. For content that could cause anxiety, shame, helplessness or excessive self-blame, we try to avoid provocative wording and absolute judgments. Any conclusion that can affect a user's sense of self-worth should be expressed carefully.
Principle seven: Avoid high-risk misuse
FermatMind discourages any organization or individual from using results as the sole basis for hiring, elimination, salary setting, admission, punishment, lending, insurance, medical judgments or other high-risk decisions. Measurements of personality, interests and behavioral tendencies should not become weapons for automated screening of people.
When products enter organizational, school or research settings, informed consent, purpose limitation, human review, rights to an explanation and appeal mechanisms must take precedence over procedural convenience. The platform has a responsibility to actively restrict inappropriate uses, rather than leave all risks to users.
Principle eight: Long-term commitment and continuous improvement
FermatMind will not treat any version as final. Question banks, reports, interactions, explanatory language, career mappings, risk notices and data governance mechanisms should continue evolving with research, feedback and changes in the real world.
Continuous improvement does not mean changing standards arbitrarily. It means building an open, transparent capacity for correction: acknowledging problems, evaluating feedback and, when needed, updating content, narrowing commitments, adding explanations or adjusting boundaries. A product worthy of long-term trust must care more about correcting mistakes than about appearing complete in the short term.
How this charter applies
This charter applies to product design, partnership decisions, organizational governance and policymaking as well as public-facing writing. For FermatMind, users' long-term interests, privacy and safety, and clear explanations must take priority when they conflict with short-term growth.
We welcome users, researchers, partners and professionals to keep scrutinizing whether we actually follow these principles. Being questioned does not necessarily mean we have done something wrong, but being willing to face public questioning is a basic expectation of a mission-driven product.
