Risk Assessment Framework
This framework outlines how Vibble identifies, evaluates, and mitigates platform, safety, and societal risks through recurring internal and external assessments.
1. Purpose
The Risk Assessment Framework ensures Vibble proactively manages risks including:
- Child safety threats
- Misinformation and political manipulation
- Harassment, hate, and extremism
- AI amplification risks
- Security vulnerabilities
- Data protection weaknesses
2. Risk Categories
- Child safety & grooming risks
- Violence & dangerous behavior
- Election & civic misinformation
- Platform manipulation & bot networks
- Data protection & infrastructure risks
- Algorithmic bias & systemic harm
3. Assessment Cycle
- Quarterly internal reviews by safety, engineering, and policy teams
- Annual external audits by accredited firms
- Continuous ML & integrity testing using stress simulations
- DSA- and OSA-aligned risk modeling for compliance
4. Mitigation Measures
- AI detection systems for harmful or misleading content
- Human review escalation for high-risk categories
- Age gates and restricted modes
- Down-ranking and label systems
- Rapid incident response triggers
- Infrastructure failover systems
5. Contact
Risk Office: risk@vibble.com
Security Engineering: security@vibble.com
Nexa Group Risk Office: risk@nexa-group.org
