Atlanta-Based Balon Is Building AI That Grades Its Own Answers (opens original article in a new tab)

Atlanta-based AI startup Balon is developing technology to prevent hallucinations in large language models through real-time peer review, having secured a patent and pre-seed funding.

• Balon, an Atlanta-based AI startup, developed Deep Fusion architecture to prevent hallucinations in large language models by functioning as a real-time peer review layer.
• The company received its first patent in May 2026 and has secured pre-seed funding, with a focus on helping industries like medical, law, and finance avoid AI errors.
• Balon's CEO and COO highlighted the importance of real-time validation within neural networks and mentioned positive feedback from New York investors despite the company's Atlanta origin.