Samuel Pearton, Chief Marketing Officer at Polyhedra. Polyhedra Network is building foundational infrastructure for trust and scalability in AI and blockchain systems to enable secure, verifiable, high-performance applications. Led by a world-class team of engineers, researchers and business leaders from institutions such as UC Berkeley, Stanford, and Tsinghua University, Polyhedra’s deep expertize in zero-knowledge proofs and distributed systems underpins the development of our technical solutions.

Samuel Pearton is the Chief Marketing Officer at Polyhedra, driving the future of intelligence through its pioneering, high-performance technology. Drawing on decades of experience in tech, global marketing, and cross-cultural social commerce, Samuel understands that trust, scalability, and verifiability are essential to AI and blockchain.

Before officially joining Polyhedra’s executive team in October 2024, he played a key advisory role as the company secured $20 million in strategic funding at a $1 billion valuation. Prior to Polyhedra, Samuel founded PressPlay, a social commerce and engagement platform that connected athletes and celebrities—including Stephen Curry—with China’s fan economy.

Episode Highlights:
- Samuel shares his unique journey—from being an out-of-work musician in Australia to launching a startup in China focused on monetizing celebrity IP through digital channels. His early work with high-profile names like Steph Curry and Cristiano Ronaldo laid the foundation for his pivot into tech innovation.

- Samuel introduces Polyhedra and its mission to build infrastructure for verifiable AI using ZKML (Zero-Knowledge Machine Learning). The tech uses cryptographic proofs to ensure that AI models operate correctly and haven’t been tampered with—a critical guardrail as AI agents become more integrated into daily life.

- Samuel compares their technology to a seatbelt for AI—not always visible, but absolutely essential. ZKML acts as a mathematical "truth layer" that ensures the outputs of an AI model are trustworthy, especially in high-risk sectors like finance, healthcare, and robotics.

- Though many of the threats ZKML protects against haven’t materialized at scale yet, Samuel emphasizes the proactive nature of Polyhedra's mission. He highlights future use cases like AI agents making financial decisions or running household robots, where tamper-proof verification will be essential.

- Samuel gives a shoutout to Deepgram, which is collaborating with Polyhedra to develop verifiable voice applications. They’re also integrating Deepgram’s API into a growing community of blockchain builders, pushing the boundaries of what’s possible at the intersection of AI, voice, and cryptography.

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Connect with Samuel Pearton:
https://www.linkedin.com/in/samuelpearton/?originalSubdomain=uk
https://polyhedra.network/

Connect with Demetrios:
https://www.linkedin.com/in/dpbrinkm/

Connect with Deepgram:
https://deepgram.com/
https://www.linkedin.com/company/deepgram
https://twitter.com/deepgramai
https://www.facebook.com/deepgram/

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Samuel Pearton, Chief Marketing Officer at Polyhedra | AI Minds #068