Responsible AI & Safety
Our commitment to developing AI and Quantum-AI systems that are safe, beneficial, and aligned with human values.
Last updated: March 2026
Our Principles
Safety First
Safety at every stage of development. Thorough testing before releasing demos. Clear communication of limitations. Human oversight in all critical processes.
Transparency
We explain our capabilities and limitations honestly. AI-generated content is clearly labelled. We document our approaches and share relevant research with the community.
Fairness & Inclusion
We actively identify and mitigate bias in our research and systems. We consider diverse perspectives in our work and welcome feedback from all stakeholders.
Accountability
We maintain clear mechanisms to report issues. We continuously improve based on feedback. We respect user rights and comply with applicable data protection laws.
Current Stage: Research & Development
What we do:
- ●Fundamental research in AI, Agentic AI, and Quantum-AI
- ●Experimental prototypes and proof-of-concepts
- ●Share findings with the research community
- ●Engage with experts and policymakers on responsible AI
What we do NOT do:
- ✕Offer production-grade AI systems
- ✕Deploy AI in high-stakes or safety-critical environments
- ✕Make automated decisions about individuals without human review
- ✕Use AI for surveillance, manipulation, or harmful purposes
Alignment with IndiaAI Governance Guidelines
Referencing MeitY’s IndiaAI Governance Guidelines (November 2025), our work aligns with the Seven Sutras:
Trust as Foundation
Building reliable and trustworthy AI systems that earn public confidence.
People First
Ensuring AI development prioritises human well-being and dignity.
Innovation over Restraint
Encouraging responsible innovation while maintaining ethical guardrails.
Fairness & Equity
Developing AI that is accessible and equitable for all communities.
Accountability
Clear ownership of outcomes and transparent governance structures.
Understandable by Design
Making AI systems and their decisions interpretable and explainable.
Safety, Resilience & Sustainability
Building AI that is secure, robust, and environmentally conscious.
Safety Practices
Risk Assessment
We evaluate potential risks and misuse scenarios before releasing any tools or demos. Appropriate safeguards are implemented at every stage, and all limitations are clearly documented.
User Protection
All experimental systems include clear disclaimers about their nature and limitations. We practise minimal data collection and employ privacy-protective design principles throughout our work.
Continuous Improvement
We actively monitor for safety issues across our research outputs. We update our practices based on feedback and participate in global discussions on responsible AI development.
Limitations & Disclaimers
- ⚠Current demos and prototypes may produce incorrect, biased, or harmful outputs.
- ⚠Our systems are not validated for production or critical use.
- ⚠Do not use our outputs for medical, legal, financial, or other high-stakes decisions.
- ⚠AI-generated content should always be reviewed by a qualified human before any action is taken.
Feedback & Safety Concerns
General feedback: info@quantumgandivaai.com
Safety / misuse concerns: info@quantumgandivaai.com (subject: SAFETY)
R&D Office: D.No: 54-11-43/3, Flat No: 201, Second Floor, Dhavala Grand, Adithya Nagar, Visakhapatnam 530022, Andhra Pradesh, India
We take all safety reports seriously and aim to respond within 48 hours.
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