Web3

Build 'TrustNet'—a decentralized, AI-driven moderation orchestrator for federated social networks. The platform would: 1) Deploy federated AI models (e.g., SLMs) to analyze posts across instances without centralizing data; 2) Use NLP and behavioral AI to detect toxicity, CSAM, and grooming patterns in real-time; 3) Provide 'Instance Trust Scores' (e.g., 'Instance X: 85% safe') to help users navigate safe spaces; 4) Integrate with Bluesky’s AT Protocol to auto-flag or demote harmful content; 5) Offer a 'Community Shield' subscription ($10/month) for users to customize moderation settings (e.g., 'Block all ICE mentions').

Decentralized social networks (Bluesky, Mastodon), content moderators, parents, and state regulators

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