Roey Mechrez

Roey Mechrez, CTO at BeyondMinds, shares his expertise on building robust AI systems and highlights the gap between academic research and practical deployment. He discusses why 90% of AI projects fail to create value, emphasizing the importance of stability and specificity in model performance. Roey dives into crucial techniques like data filtration, out-of-distribution detection, and the need for human oversight to enhance reliability. His insights reveal the critical role of tailored solutions and continuous model retraining to navigate the complexities of real-world AI implementation.