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Live vs. ImageNet: Webinar Recording

December
12
,
2023
12:00 am
PT
December 12, 2023
Mateo Rojas-Carulla
Chief Scientist & Co-Founder of Lakera
David Haber
CEO and Co-Founder of Lakera
December 12, 2023

Lakera hosted a webinar focused on the complexities of creating comprehensive computer vision systems for practical use.

The session offered valuable insights into how to make these advanced systems safe, reliable, and efficient.

As artificial intelligence evolves swiftly, the creation of intricate computer vision technology grows steadily. Yet, this progress comes with significant challenges, notably in achieving fairness, eliminating bias, and ensuring safety.

Our discussion emphasized the importance of developing new tools and methods to tackle these issues in the development and implementation of expansive computer vision technology.

The session took place on February 15th, 2023 and was hosted by David Haber (Lakera, CEO & Co-founder) and Mateo Rojas (Lakera, CPO), with guests:


  • Paul Rubenstein (Google)
  • Richard Shen (Wayve AI)
  • Tom Dyer (Genomics England)
  • Peter Shulgin (Covariant AI)
  • Santiago Arias (Lakera)
Agenda

Key points:

  • Rapid AI development paves the way for more powerful computer vision systems.
  • These systems present challenges in ensuring fairness, unbiasedness, and safety.
  • New tools and methodologies are essential for developing and deploying large-scale computer vision systems effectively.
  • Cross-functional teams with expertise in machine learning and software engineering are fundamental for success.
  • Data augmentation techniques enhance model robustness.
  • Monitoring and auditing systems detect and mitigate bias and errors.
  • Fostering a culture of safety and accountability within AI teams is indispensable.

Speakers
Mateo Rojas-Carulla
Chief Scientist & Co-Founder of Lakera

Dr. Mateo Rojas-Carulla is the Chief Scientist and Co-Founder of Lakera. With over 10 years of experience in artificial intelligence, Mateo has worked on building large language models in the industry and conducted leading AI research at Meta’s FAIR labs.

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David Haber
CEO and Co-Founder of Lakera

David co-founded Lakera after spending over a decade developing ML products. Lakera is focused on equipping development teams with the tools to put security, safety, and ethics at the core of AI applications.

Read more

https://lakera/event/live-vs-imagenet-webinar-recording

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