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Andrew Ng

08/30/23

@ Stanford Online

In contrast, using prompt-based AI can significantly reduce development time, allowing for quicker deployment of AI solutions, with applications that used to take six months to a year to build now being developed in about a week, opening up a flood of new AI applications.

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Andrew Ng: Opportunities in AI - 2023

@ Stanford Online

Andrew Ng: Opportunities in AI - 2023

08/30/23

Related Takeaways

Manny Medina

04/22/25

@ Sequoia Capital

The ability to quickly prototype and iterate on ideas has accelerated the development process in AI, allowing for faster conversations and decision-making.

Satya Nadella

04/17/25

@ Microsoft India

The AI revolution fundamentally accelerates innovation, transforming what was an 18-month doubling of capabilities into a six-month doubling due to breakthroughs like deep neural networks and AI accelerators.

Paul Buchheit

01/25/25

@ Y Combinator

AI is a powerful tool for rapid iteration, allowing designers to create directly from text prompts to code, which can lead to faster and more efficient workflows.

Josh Woodward

03/18/25

@ Sequoia Capital

The pace of AI progress is accelerating rapidly, moving on a scale of quarters rather than years.

Y Combinator Cast

02/09/24

@ Y Combinator

Developer tools for prompt engineering are gaining traction, allowing users to chain prompts and test their effectiveness, which is appealing to college students experimenting with AI.

Aparna Chennapragada

05/18/25

@ Lenny's Podcast

In the AI era, the time to first demo is much shorter, but the time to full deployment will take longer, creating an uneven cadence in product development.

Sequoia Capital Cast

05/07/25

@ Sequoia Capital

AI is fundamentally changing the accessibility, speed, and economics of software creation, making it easier for both experienced and novice coders to develop applications.

Andrew Ng

05/29/25

@ LangChain

Using AI assistance in coding significantly increases development speed compared to those who don't use it.

Y Combinator Cast

09/05/24

@ Y Combinator

While AI's current applications may not seem groundbreaking, they are already changing things behind the scenes, particularly in developer productivity and customer support.