Reid Hoffman | Mustafa Suleyman, A Pioneer in Applied AI
Jan 20, 2022
auto_awesome
Reid Hoffman and Mustafa Suleyman discuss the current AI landscape, breakthrough moments in AI advancements, founding DeepMind, advantages of establishing outside Silicon Valley, reflections on a controversial management style, and the importance of governance and ethics in AI development.
Creating technology that serves humanity and moves us forward in a positive way is crucial in the AI landscape.
Transformers and foundational models in AI have the potential to empower people to create new services and products, and will become ubiquitous in the near future.
Deep dives
The Power of Philosophy in Shaping Technology
Mustafa Suleiman, an AI expert and co-founder of DeepMind, discusses how his background in philosophy provided him with a systems-thinking approach that parallels the design of software and technology platforms. He emphasizes the importance of creating technology that serves humanity and moves us forward in a positive way. Suleiman also shares his journey from starting a charity to working in conflict resolution and eventually realizing the potential of technology to shape the future. He highlights breakthroughs like using AI to identify cancer in mammograms and reducing energy consumption in Google's data centers.
Transforming Industries with Foundational Models
Suleiman explains the significance of transformers and foundational models in AI. These models have the ability to process sequential data and create abstract representations, enabling tasks like natural language generation and image processing. He discusses the potential of jointly embedding language, audio, and images in a single representation to generate diverse content. Suleiman believes that these models will become ubiquitous in the near future, empowering people from non-experts to enterprise builders to create new services and products.
Ethics, Governance, and the Path Forward
The discussion touches on the importance of ethics and governance in AI development. Suleiman highlights the experimental approaches taken by DeepMind and other companies to address concerns about AI's impact on society. He acknowledges the need for new forms of governance and oversight that involve people in shaping how AI technologies are deployed. Despite challenges, Suleiman encourages continuous learning and improvement in building ethical and responsible AI systems.
Investing in Visionaries and Bold Problem Solvers
Suleiman expresses his enthusiasm for investing in visionary entrepreneurs who fearlessly pursue bold ideas to improve the world. He is energized by spending time with courageous individuals who are dedicated to making a significant impact. Suleiman's decision to join Graylock as an investor aligns with his passion for supporting transformative technologies like AI. He looks forward to working with the Graylock team and portfolio companies to tackle the challenges and opportunities presented by AI.
Greylock welcomes Mustafa Suleyman as the firm's newest venture partner. Suleyman is known for his pioneering work in the field of artificial intelligence, and joins the firm from Google, where he was Vice President of AI Product Management and AI Policy. Before that he co-founded DeepMind, the world’s leading artificial intelligence company, which was acquired by Google in 2014 for $650M. Greylock general partner Reid Hoffman and Suleyman discuss the current AI landscape, the pivotal advances that have gotten the field to this point, and where they see opportunities for startups.
You can read a transcript of this conversation here: https://greylock.com/firm-news/welcome-mustafa-suleyman/