BiasShield: AI Response Transparency & Audit

Users fear that AI outputs can be covertly influenced by paid lobbyists, eroding trust in digital information. BiasShield delivers an independent audit trail for AI responses, flagging potential bias and providing full provenance so stakeholders can verify authenticity and maintain confidence.