The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) cover image

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

AI Sentience, Agency and Catastrophic Risk with Yoshua Bengio - #654

Nov 6, 2023
48:00
Snipd AI
Yoshua Bengio discusses the catastrophic risks of AI misuse. Topics include manipulation, disinformation, harm and power concentration. They explore risks associated with achieving human-level competence in AI, and challenges of defining agency and sentience. Solutions include safety guardrails, national security, bans on uncertain safety, and governance-driven AI systems.
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Podcast summary created with Snipd AI

Quick takeaways

  • The risks of AI misuse include manipulation, disinformation, harm, and concentration of power in society.
  • To ensure AI safety, there is a need for robust safety guardrails, investments in national security protections, bans on uncertain safety systems, and governance-driven AI systems.

Deep dives

Yashua Benjio's Work on AI Safety and Misuse

Yashua Benjio discusses his recent work on AI safety and the risks of misuse. He shares his research on AI's potential to accelerate the development of new drugs and vaccines in response to the COVID-19 pandemic. Benjio emphasizes the importance of understanding the scientific process and how machine learning can aid in creating theories and conducting experiments. He also expresses interest in causal modeling and the need for developing more robust causal understandings to support the discovery of new therapies in biology. Benjio highlights the risks associated with AI, including disinformation, dangerous cyber attacks, chemical, and biological weapons. He suggests the need for technical and governance solutions to address these risks and calls for increased investment in AI safety research and AI governance.

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