Annual Safety & Integrity Report
This Annual Safety & Integrity Report provides a comprehensive overview of Vibble’s platform governance, enforcement activity, risk mitigation systems, safety engineering initiatives, and transparency disclosures for the past year. It reflects Nexa-Group’s commitment to accountability, regulatory compliance, and public-interest stewardship.
1. Executive Overview
Vibble operates a real-time global communication platform where users, creators, journalists, governments, and organizations engage in public dialogue. With this scale comes responsibility. This annual report summarizes the year’s major safety initiatives, enforcement outcomes, policy updates, risk assessments, and transparency metrics.
This report is prepared in alignment with the EU Digital Services Act (DSA), UK Online Safety Act (OSA), and international transparency frameworks required for Very-Large Online Platforms (VLOPs).
2. Key Safety & Integrity Highlights of the Year
- Deployment of advanced machine-learning systems for hate speech, CSAM, and violent content detection
- Expansion of child-safety protections including grooming detection and restricted DM systems
- Rollout of government, organization, and state-affiliated media labels for authenticity and public trust
- Major upgrade to misinformation response systems across elections, crises, and public-health events
- Increased transparency for algorithms and moderation processes
- Quarterly publication of enforcement summaries and appeal outcomes
- Launch of the internal Safety Review Board and Governance Oversight Committee
3. Enforcement Statistics (Annual Summary)
All values shown are examples for pre-launch or baseline year and will expand dynamically as the platform grows.
- Total content reviewed: 0
- Content removals: 0
- Accounts suspended: 0
- Warnings issued: 0
- Appeals submitted: 0
- Appeals approved: 0
- Automated enforcement actions: 0
4. Enforcement by Policy Category
- Harassment & Abuse: 0
- Hate Speech: 0
- Graphic Violence: 0
- Adult Content Violations: 0
- Child Safety Violations: 0
- Misinformation (Political / Crisis): 0
- Extremism & Terrorism: 0
- Impersonation / Identity Abuse: 0
- Spam & Bot Activity: 0
5. Algorithmic Safety & Integrity Systems
Vibble’s real-time moderation relies on a hybrid model of advanced AI systems and trained human reviewers. Algorithmic safety layers deployed this year include:
- Machine-learning classifiers for hate speech, violence, CSAM, and impersonation
- Synthetic media detection for deepfakes, impersonation, and misleading political content
- Automatic downranking for borderline content and misinformation
- Behavioral anomaly detection for bot networks and coordinated manipulation
- Reduced-reach systems for high-risk or pending-review posts
- Transparent user controls for personalization and algorithmic opt-out
6. Human Moderation Operations
While AI handles rapid triage, all complex, nuanced, or high-risk cases receive human review. Moderators are trained in:
- Child-safety escalation procedures (NCMEC standards)
- Political misinformation handling during elections
- Cross-border legal compliance (EU, UK, U.S., APAC regulations)
- Mental health crisis protocols and self-harm interventions
- Media forensics for manipulated or synthetic content
7. Child Safety Enhancements
Child protection remains the highest safety priority. This year, Vibble expanded its minor-safety framework:
- Mandatory age-verification enhancements
- Advanced grooming-behavior detection models
- Restricted DM and contact features for minors
- High-risk account flagging and specialized review workflows
- Immediate CSAM reporting to NCMEC and relevant national agencies
8. Misinformation, Elections & Sensitive Events
Vibble deployed specialized misinformation controls covering:
- Election misinformation labeling and removal workflows
- Public health emergency misinformation reduction systems
- Crisis-sensitive content rules for war, terrorism, and natural disasters
- Collaboration with accredited fact-checkers and civic organizations
9. Law Enforcement Cooperation
Vibble cooperates with lawful, properly-scoped requests from government agencies. This includes:
- Emergency disclosure workflows for imminent harm
- Preservation requests following legal orders
- Rejection of overbroad or unlawful requests
- User notification except where prohibited by law
10. Platform Integrity & Anti-Manipulation Operations
To protect public discourse, Vibble deploys advanced systems to detect:
- Coordinated influence operations
- State or non-state propaganda campaigns
- Bot networks and mass automation
- Reply-hijacking, quote-post weaponization, and brigading
11. Appeals, Accuracy & User Rights
Appeals are manually reviewed by senior enforcement specialists. We measure:
- Accuracy rates of automated and human moderation
- Over-removal and under-removal trends
- Policy clarity and needed updates
12. Transparency Improvements This Year
- Expanded transparency into shadowbans, ranking decisions, and visibility limits
- Public documentation of recommendation systems
- Quarterly enforcement data releases
- Clarified political, government, and media labeling rules
13. Forward-Looking Commitments for Next Year
- Scaling global moderation teams
- Further AI safety research and bias testing
- Increasing transparency into content ranking
- Improving election integrity protocols
- Strengthening abuse detection systems for replies and quote-posts
14. Contact Information
Safety & Integrity Office: safety@vibble.to
Transparency Office: transparency@vibble.to
Compliance & Regulatory: compliance@vibble.to
Nexa-Group Governance: governance@nexa-group.org
