How Retrieval-Augmented Generation Eliminates Hallucination in Political AI
Why unconstrained generative models fail in election environments, and how deterministic document grounding with strict confidence thresholds ensures factual civic answers.
Deep-dives, engineering breakthroughs, campaign finance analysis, and the latest updates from the Vote AI engineering and policy teams.
Why unconstrained generative models fail in election environments, and how deterministic document grounding with strict confidence thresholds ensures factual civic answers.
Dr. Elena Rostova
Head of AI Ethics & Safety, Vote AI

Learn how our safety architecture provides verified, auditable answers during critical election cycles.
Explore Article →Why unconstrained generative models fail in election environments, and how deterministic document grounding with strict confidence thresholds ensures factual civic answers.
Television ads and canned press releases leave critical voter questions unanswered. AI personas empower every citizen to hold candidate policy positions accountable in deep, personalized dialogue.
A comprehensive look at our real-time compliance engine: how Stripe Connect, automated conduit rules, and donor eligibility verifications safeguard federal campaign finance rules.
How we protect candidate identity through cryptographic watermarking, explicit likeness consent, and strict boundary controls that prevent deceptive deepfakes.
Get monthly insights on AI safety, election technology regulations, and product releases from the Vote AI engineering team. No spam, ever.