Reclaiming the stories that algorithms tell
Algorithms tell stories about who people are. The first story an algorithm told about me was that my life was in danger. It was 7:53 pm on a clear Monday…
What to Do When AI Fails
These are unprecedented times, at least by information age standards. Much of the U.S. economy has ground to a halt, and social norms about our data and our privacy have…
Practical Skills for The AI Product Manager
In our previous article, What You Need to Know About Product Management for AI, we discussed the need for an AI Product Manager. This role includes everything a traditional PM…
When models are everywhere
You probably interact with fifty to a hundred machine learning products every day, from your social media feeds and YouTube recommendations to your email spam filter and the updates that…
How data privacy leader Apple found itself in a data ethics catastrophe
Three months ago, Apple released a new credit card in partnership with Goldman Sachs that aimed to disrupt the highly regulated world of consumer finance. However, a well-known software developer…
What you need to know about product management for AI
Edit note: The increasing push to adopt AI into product, across many industries, puts the intersection of AI and product management into sharp focus. Challenges abound: non-deterministic outcomes, uncertainty (schedule,…
The unreasonable importance of data preparation
Edit note: We know data preparation requires a ton of work and thought. In this provocative article, Hugo Bowne-Anderson provides a formal rationale for why that work matters, why data…
3 ways to confront modern business challenges
Edit note: At the beginning of 2019, O’Reilly published a report exploring “The Future of the Firm.” The authors of that report—all business and tech luminaries— identified key areas they…
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