data scraping
Business Insights

More Data for AI Developers: A New Law Makes it Easier to Scrape the Web

Many AI systems have been built using data scraped from the internet. Indeed, even the cornerstone dataset for computer vision research, ImageNet, was built using images taken from the public internet. With the rise of data-centric AI,
2 min read
U.S. Three-Month Treasury Bill Secondary Market Interest Rate, Discount Basis
Business Insights

What Rising Interest Rates Mean for AI, Part 2: Why It Still Makes Sense to Forge Ahead

Last week, I wrote about how rising interest rates are likely to lead investors and other finance professionals to focus on short-term returns rather than longer-term investments. Nonetheless, I believe this is still a good time to invest in long-
3 min read
US federal funds effective interest rate
Business Insights

What Rising Interest Rates Mean for AI, Part 1: What's Likely to Happen

The United States Federal Reserve Bank has signaled that it will continue to raise interest rates. As one consequence, the stock market is significantly down, particularly tech stocks, relative to the beginning of the year. What does this
3 min read
castle
Business Insights

How to Build AI Startups Part 2: Will a Data Moat Protect You?

Last week, I described trends that AI Fund, the venture studio I lead, has seen in building AI startups. I'd like to discuss another aspect of building companies that’s unique to AI businesses: the controversial topic of data moats.
3 min read
Four airbaloons and one rocket in the sky
Business Insights

How to Build AI Startups Part 1: Hard Tech

AI businesses differ from traditional software startups in important ways. For instance, technical feasibility isn’t always clear, product specification is complex, and data is necessary to train and test the system.
2 min read
Should Twitter Publish Its Ranking Algorithm?
Business Insights

Should Twitter Publish Its Ranking Algorithm?

Last week, Elon Musk launched a surprise attempt to acquire Twitter. The $43-billion bid was motivated, he said, by his desire to protect free speech endangered by the company’s practice of promoting some tweets while burying others. To
3 min read
Knowing When You Need Help
Business Insights

Knowing When You Need Help

AI Fund, the venture studio and investment firm that I lead, recently held a summit where CEOs and founders of portfolio companies shared ideas on topics from fundraising to building team culture. I was struck by how frequently
2 min read
How to Advocate for AI in Your Organization
Business Insights

How to Advocate for AI in Your Organization

Last week, DeepLearning.AI invited a group of learners to our Palo Alto office’s courtyard. We had a good time chatting about paths into AI, career trajectories, applications people were working on, and challenges they were facing.
2 min read
AI for Industrial Automation — and Beyond
Business Insights

AI for Industrial Automation — and Beyond

I’m writing this in Orlando, Florida, where I just spoke at the A3 Business Forum, a group that works to advance industrial automation through AI, robotics, and other tools. This was my first large conference since the pandemic started, and it
2 min read
How To Unlock AI Value
Business Insights

How To Unlock AI Value

Dear friends, On Monday, Landing AI (where I’m CEO) announced the close of a $57 million Series A funding round. The investment enables the company to continue building its data-centric MLOps platform for computer vision, with a focus on
2 min read
How to Make Tough Decisions
Business Insights

How to Make Tough Decisions

In school, most questions have only one right answer. But elsewhere, decisions often come down to a difficult choice among imperfect options. I’d like to share with you some approaches that have helped me make such decisions.
2 min read
Rules for Corporate AI Researchers
Business Insights

Rules for Corporate AI Researchers

When a researcher works for a company, what rights should they have to publish their work, and what rights should the company that sponsored the work have? This issue has come up many times in the AI community across many companies,
2 min read
Advice for Start-Up Founders
Business Insights

Advice for Start-Up Founders

The rise of AI creates opportunities for new startups that can move humanity forward. In the 1990s, the internet was embraced successfully by incumbent companies including Apple and Microsoft, but it also inspired hugely impactful
2 min read
How to Think About Probabilities
Business Insights

How to Think About Probabilities

As I write this letter, the vote count is underway in yesterday’s U.S. presidential election. The race has turned out to be tight. In their final forecast last night, the political analysts at fivethirtyeight.com suggested an 89 percent chance that Joe Biden would win.
2 min read
The Rise of the Industrial AI Development Platform
Business Insights

The Rise of the Industrial AI Development Platform

Today Landing AI, where I am CEO, launched LandingLens, an AI-powered platform that helps manufacturers develop computer vision solutions that can identify defective products.
2 min read

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