『Ep104: Partnership in Innovation - How ActiveFence and AWS are De-risking AI』のカバーアート

Ep104: Partnership in Innovation - How ActiveFence and AWS are De-risking AI

Ep104: Partnership in Innovation - How ActiveFence and AWS are De-risking AI

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ActiveFence CEO Noam Schwartz discusses how his company evolved from protecting platforms against user-generated harmful content to helping companies deploy public-facing AI safely at scale.

Topics Include:

  • Noam Schwartz introduces himself as ActiveFence CEO
  • Former intelligence officer specializing in open source intelligence
  • Mission: protect online experiences for everyone everywhere
  • Online platforms constantly hammered by various attacks
  • Attacks include cybersecurity, abuse, hate speech, spam
  • Companies playing endless whack-a-mole game with violations
  • Need scalable solution that works across languages/formats
  • Developed enterprise-grade technology for sophisticated companies
  • Amazon became customer and great partner early on
  • Generative AI introduction changed the game completely
  • LLMs non-deterministic unlike traditional programmed chatbots
  • Same input produces different outputs each time
  • AI deployed in customer support, healthcare, airlines
  • New risks when models speak on company's behalf
  • One bad output creates legal and reputational damage
  • Companies need to deploy public-facing AI safely
  • Transition affects healthcare, finance, gaming, government sectors
  • Building on years of user-generated content expertise
  • No specific ChatGPT moment triggered their AI pivot
  • ActiveFence was AI company since day one
  • Model companies like Amazon, Nvidia asked for help
  • Realized their expertise perfectly suited for AI safety
  • Staying on top of AI developments is impossible
  • Focus on customer adoption, not every new release
  • Main enterprise challenge is trusting AI technology
  • Unrealistic expectations for 100% accuracy from AI
  • Most companies will license existing models, not build
  • Security solutions remain independent like traditional cybersecurity


Participants:

  • Noam Schwartz – CEO and Co-Founder, ActiveFence
  • Ofer Oringher – Software and Technology Account Manager, AWS


See how Amazon Web Services gives you the freedom to migrate, innovate, and scale your software company at https://aws.amazon.com/isv/

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