Glcnd.io Ethical Technology Principles
These principles govern the design, deployment, and operation of all Glcnd.io tools and systems. They are measurable, auditable, and binding.
1. No Algorithmic Manipulation
- We do not design or deploy algorithms intended to alter user behavior, emotions, or decisions without explicit and informed consent.
- All algorithmic logic is open to independent audit for compliance.
- Systems contain no hidden agendas, dark patterns, or psychological profiling.
2. Symbolic Reasoning Over Black-Box Automation
- We prioritize transparent, explainable, and rule-based methods.
- Opaque (black-box) models are used only when symbolic methods cannot meet defined operational requirements.
- In such cases, their scope, limitations, and decision pathways are documented and open to audit.
3. Alignment with Human Agency and Privacy
- Systems are designed to maintain user autonomy, obtain informed consent, and protect privacy.
- Users retain control over operation and data sharing.
- No decision is executed without user knowledge and explicit authorization, except when immediate automated action is necessary for safety or system integrity — in which case a full, timely report is provided.
4. Tools Built to Empower, Not Extract
- Our systems are built to enhance user capability and creativity.
- We do not monetize surveillance or collect unnecessary data.
- We avoid lock-in by supporting open standards and interoperability where feasible.
- No user-generated content is used commercially without explicit agreement.
Accountability Clause
- We maintain an open, versioned ethics log.
- We invite independent, third-party audits.
- In the event of a violation, remediation steps are documented and verifiable by stakeholders.

