Can an AI System Be Sentient? Ask a Philosopher
Technical Insights

Can an AI System Be Sentient? Ask a Philosopher

A Google Engineer recently announced he believes that a language model is sentient. I’m highly skeptical that any of today’s AI models are sentient. Some reporters, to their credit, also expressed skepticism.

June 15, 20222 min read
Can an AI System Be Sentient? Ask a Philosopher
Technical Insights

Can an AI System Be Sentient? Ask a Philosopher

A Google Engineer recently announced he believes that a language model is sentient. I’m highly skeptical that any of today’s AI models are sentient. Some reporters, to their credit, also expressed skepticism.

June 15, 20222 min read
How to Build AI Startups Part 3: Set Customer Expectations!
Technical Insights

How to Build AI Startups Part 3: Set Customer Expectations!

One of the challenges of building an AI startup is setting customer expectations. Machine learning is a highly experiment-driven field. Until you’ve built something, it’s hard to predict how well it will work.

May 18, 20222 min read
How to Build AI Startups Part 3: Set Customer Expectations!
Technical Insights

How to Build AI Startups Part 3: Set Customer Expectations!

One of the challenges of building an AI startup is setting customer expectations. Machine learning is a highly experiment-driven field. Until you’ve built something, it’s hard to predict how well it will work.

May 18, 20222 min read
The Joy of Conversation (About AI and Other Things)
Technical Insights

The Joy of Conversation (About AI and Other Things)

With the pandemic easing in the United States and Canada, I’ve been traveling more in the last two weeks. I spoke at TED 2022 in Vancouver and ScaleUp:AI in New York and attended a manufacturing conference in California.

April 13, 20222 min read
The Joy of Conversation (About AI and Other Things)
Technical Insights

The Joy of Conversation (About AI and Other Things)

With the pandemic easing in the United States and Canada, I’ve been traveling more in the last two weeks. I spoke at TED 2022 in Vancouver and ScaleUp:AI in New York and attended a manufacturing conference in California.

April 13, 20222 min read
Presenting a Technical Concept? Use a Jupyter Notebook
Technical Insights

Presenting a Technical Concept? Use a Jupyter Notebook

Machine learning engineers routinely use Jupyter Notebooks for developing and experimenting with code. They’re a regular feature in DeepLearning.AI’s courses. But there’s another use of Jupyter Notebooks that I think is under-appreciated.

April 6, 20222 min read
Presenting a Technical Concept? Use a Jupyter Notebook
Technical Insights

Presenting a Technical Concept? Use a Jupyter Notebook

Machine learning engineers routinely use Jupyter Notebooks for developing and experimenting with code. They’re a regular feature in DeepLearning.AI’s courses. But there’s another use of Jupyter Notebooks that I think is under-appreciated.

April 6, 20222 min read
How AI Can Help Achieve Humanity's Grand Challenges
Technical Insights

How AI Can Help Achieve Humanity's Grand Challenges

Last week, I wrote about the grand challenge of artificial general intelligence. Other scientific and engineering grand challenges inspire me as well. For example, fusion energy, extended lifespans, and space colonization have massive...

March 16, 20222 min read
How AI Can Help Achieve Humanity's Grand Challenges
Technical Insights

How AI Can Help Achieve Humanity's Grand Challenges

Last week, I wrote about the grand challenge of artificial general intelligence. Other scientific and engineering grand challenges inspire me as well. For example, fusion energy, extended lifespans, and space colonization have massive...

March 16, 20222 min read
Artificial General Intelligence: Hope or Hype?
Technical Insights

Artificial General Intelligence: Hope or Hype?

I’ve always thought that building artificial general intelligence — a system that can learn to perform any mental task that a typical human can — is one of the grandest challenges of our time. In fact, nearly 17 years ago, I co-organized a NeurIPS workshop on building human-level AI.

March 9, 20222 min read
Artificial General Intelligence: Hope or Hype?
Technical Insights

Artificial General Intelligence: Hope or Hype?

I’ve always thought that building artificial general intelligence — a system that can learn to perform any mental task that a typical human can — is one of the grandest challenges of our time. In fact, nearly 17 years ago, I co-organized a NeurIPS workshop on building human-level AI.

March 9, 20222 min read
Toward Systematic Data Engineering
Technical Insights

Toward Systematic Data Engineering

I’ve seen many new technologies go through a predictable process on their journey from idea to large scale adoption. First, a handful of experts apply their ideas intuitively.

December 1, 20212 min read
Toward Systematic Data Engineering
Technical Insights

Toward Systematic Data Engineering

I’ve seen many new technologies go through a predictable process on their journey from idea to large scale adoption. First, a handful of experts apply their ideas intuitively.

December 1, 20212 min read
Making Software For a Heterogeneous World
Technical Insights

Making Software For a Heterogeneous World

The physical world is full of unique details that differ from place to place, person to person, and item to item. In contrast, the world of software is built on abstractions that make for relatively uniform coding environments and user...

November 17, 20212 min read

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