Super Data Science: ML & AI Podcast with Jon Krohn

843: Safe, Fast and Efficient AI, with Protopia’s Dr. Eiman Ebrahimi

21 snips
Dec 10, 2024
Dr. Eiman Ebrahimi, CEO of Protopia AI and former NVIDIA scientist, dives into the hurdles that AI projects face regarding data security and scalability. He reveals strategies to avoid 'proof of concept purgatory' and discusses the balance of cost, speed, and safety in AI implementations. Eiman shares insights on the innovative Stained Glass Transform, enhancing data protection while maintaining performance. He also draws inspiration from Alan Watts’ philosophy, illustrating how it can fuel creativity and innovation in AI.
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INSIGHT

Protopia's Broad Scope

  • Protopia helps secure data for AI models, not just third-party LLMs.
  • It minimizes data exposure when using various machine learning models.
INSIGHT

Protopia vs. Utopia

  • Perfect data security (Utopia) is unattainable; Protopia strives for minimizing data exposure.
  • It aims to make data as secure as possible without making the system unusable.
INSIGHT

Stained Glass Transform's Data Protection

  • Protopia's Stained Glass Transform protects data sent to LLMs.
  • Even if intercepted, the transformed data is meaningless.
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