Womp Labs
Womp Labs identify the exact data points that cause AI systems to fail.
Data quality is now the largest blocker to scaling AI performance. Large models are trained on trillions of tokens, but when they fail, finding those responsible is incredibly hard. Womp Labs are uncovering strong links between training data and model behaviors. They are 4x better at identifying influential data than industry standard and have 90% lower variance than the bleeding edge of academia.
Founders
Joseph Melkonian
CEO
Joe was an ISEF finalist for research in efficient data attribution. He was also a founding engineer at Insight Cyber, and has built ML systems that are detecting anomalies in Fortune 500 and government networks.
Eric Sun
CTO
Eric built the world’s most memory-efficient real-time operating system. He also designed low-latency systems at Infineon, built HPC pipelines at Citadel, and won 3 gold medals at Science Olympiad Nationals.
Milestones
Founded at Entrepreneur First