neuro-symbolic-ai
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Carl Bate Wants AI to Show Its Work
After three decades translating between software, strategy and human behavior, the Evidium founder is pursuing a stubborn idea: consequential AI should make its reasoning inspectable.
AJ Abdallat
AJ Abdallat is the founder, chairman and CEO of BeyondAI (formerly Beyond Limits), a Glendale, California enterprise AI company that commercializes cognitive artificial intelligence born inside NASA's Jet Propulsion Laboratory and Caltech. A serial entrepreneur who spent more than a decade incubating Caltech/JPL spinouts, Abdallat built Beyond Limits around the idea that AI which guided the Mars Rovers and Voyager probes through deep space can run mission-critical industrial operations on Earth - in energy, utilities, manufacturing and healthcare - while explaining the reasoning behind every decision.
Peter Morales
Peter Morales is the CEO and co-founder of Code Metal, a Boston-based AI company that hit unicorn status in February 2026 after raising a $125M Series B led by Salesforce Ventures. With a background spanning BAE Systems (F-35 ML optimization), MIT Lincoln Laboratory (counter-drone AI), and Microsoft (HoloLens computer vision), Morales built Code Metal to solve a gap he discovered firsthand: AI can generate code fast, but mission-critical industries — defense, automotive, semiconductors — need proof that code is correct before it ships. Code Metal's verifiable AI platform translates high-level code into hardware-optimized, mathematically verified production code for edge devices, drones, FPGAs, and autonomous systems. Customers include the U.S. Air Force, L3Harris, Raytheon, Toshiba, and Bosch.