Andrew Ng Explores The Rise Of AI Agents And Agentic Reasoning

Andrew Ng Explores The Rise Of AI Agents And Agentic Reasoning

Andrew Ng

Andrew Ng

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Snowflake

Snowflake

Nov 19, 2024

In short

In short

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At BUILD 2024, Andrew Ng explains how Agentic AI advances Generative AI through step-by-step processing instead of single-step solutions. It uses reflection (self-evaluation), tool use (API integration), planning (task breakdown), and multi-agent collaboration (specialized roles). These “patterns” enable AI Agent systems to tackle complex tasks through methodical, step-by-step approaches while maintaining better control and accuracy compared to single-shot solutions.

At BUILD 2024, Andrew Ng explains how Agentic AI advances Generative AI through step-by-step processing instead of single-step solutions. It uses reflection (self-evaluation), tool use (API integration), planning (task breakdown), and multi-agent collaboration (specialized roles). These “patterns” enable AI Agent systems to tackle complex tasks through methodical, step-by-step approaches while maintaining better control and accuracy compared to single-shot solutions.

"With generative AI, applications that used to take six months to build can now be developed in just 10 days.”

"With generative AI, applications that used to take six months to build can now be developed in just 10 days.”

Andrew Ng

Andrew Ng

AI pioneer who founded Google Brain, Coursera, and Landing AI, while transforming education and advancing deep learning as Stanford professor

AI pioneer who founded Google Brain, Coursera, and Landing AI, while transforming education and advancing deep learning as Stanford professor

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Reid Hoffman

"When you're encountering a new technology, if you approach it as something taking away your power, you're throwing yourself under the wheels. But if you see how you can use it to extend what you can do, it becomes much better.”

Alex Rampell

"If AI handles the routine work, humans can focus on building relationships and being creative, which computers can't replicate.”

Eric Schmidt

“This is the most powerful technology that will be invented in our lifetimes. It's as important as electricity and heating and air conditioning... because it's intelligence that's available to everyone”

Sundar Pichai

"I'm very confident there'll be a lot of progress in 2025... I think the models are definitely going to get better at reasoning, completing a sequence of actions more reliably."

Mustafa Suleyman

“Memory is the key thing coming soon… it will remember your preferences and give advice based on your tastes and past interactions.”

Y Combinator

"The vertical equivalence will be 10 times as large as the SaaS company that they are disrupting... They spend way more on employees than they do on software.”

Andrew Ng

"With generative AI, applications that used to take six months to build can now be developed in just 10 days.”

Dr. Kai-Fu Lee

"There are two kinds of companies at the end of this decade: Companies that are fully utilizing AI and everyone else is out of business"

Dario Amodei

"If you extrapolate the curves that we've had so far... it does make you think that we'll get there by 2026 or 2027.”

Sam Altman

"If we could just get truly abundant intelligence and energy, what we’d be able to make happen in the world is extraordinary."

Bill Gates

"AI has the potential to finally deliver on the promise of tech in education, creating personal tutors for every student."

Matt Cynamon

“If you’re relying on AI to produce the final product, you’ll be disappointed. But if you use it to help get there, it’s extremely powerful.”

Lex Fridman

"I think we're at the beginning of a fundamental transformation in how humans create software. The relationship between human and machine in the creative process of building systems is being redefined."

Benedict Evans

"Once it works people say well that's not AI, that's just a database, it's just a computer... it's just software"

Bill Gates

“The deeper skillset, whether it's medical consultation, scientific thinking, or customer support, will have more value even in a world where productivity is enhanced by AI”

Making AI accessible and practical for anyone ready to build, learn, and grow

Making AI accessible and practical for anyone ready to build, learn, and grow

Making AI accessible and practical for anyone ready to build, learn, and grow