Machine Learning Times
Machine Learning Times
EXCLUSIVE HIGHLIGHTS
Three Best Practices for Unilever’s Global Analytics Initiatives
    This article from Morgan Vawter, Global Vice...
Getting Machine Learning Projects from Idea to Execution
 Originally published in Harvard Business Review Machine learning might...
Eric Siegel on Bloomberg Businessweek
  Listen to Eric Siegel, former Columbia University Professor,...
Effective Machine Learning Needs Leadership — Not AI Hype
 Originally published in BigThink, Feb 12, 2024.  Excerpted from The...

Left-hand

The Tech Behind Artifact, the Newly Launched News Aggregator From Instagram’s Co-Founders

 Originally published in TechCrunch, March 7, 2023.  Late last month, Artifact, a personalized news reader built by Instagram’s co-founders, opened to the public. The launch was a surprise to many consumers, who wondered why the team behind one of the world’s most iconic social apps would return to startups to focus on one of the toughest areas instead: news. It’s

Users’ Interests are Multi-Faceted: Recommendation Models Should Be Too

 Originally published in Spotify Research, Feb 22, 2023. A new approach to calibrating recommendations to user interests Users’ interests are multi-faceted and representing different aspects of users’ interest in their recommendations is an important factor for recommender...

What’s a “Listening Personality”?

The Complex Data Models Behind Shopify’s Tax Insights Feature

 Originally published in Shopify Engineering, Feb 8, 2023. A business’s taxes can be difficult to manage, especially in the United States. Tax laws are complicated and vary state-to-state, city-to-city, and product-to-product, further adding to the complexity. When...

Early Thoughts on Regulating Generative AI Like ChatGPT

 Originally published in Brookings, Feb 21, 2023. With OpenAI’s ChatGPT now a constant presence both on social media and in the news, generative artificial intelligence (AI) models have taken hold of the public’s imagination. Policymakers have taken...

Blueprints for Recommender System Architectures: 10th Anniversary Edition

 Originally published in Amatriain, Jan 29, 2023. Ten years ago, we published a post in the Netflix tech blog explaining our three-tier architectural approach to building recommender systems (see below). A lot has happened in the last 10 years...

Unleashing ML Innovation at Spotify with Ray

 Originally published in Spotify R&D Engineering, Feb 1, 2023. Introduction As the field of machine learning (ML) continues to evolve and its impact on society and various aspects of our lives grows, it is becoming increasingly important...

CNET Found Errors in More Than Half Of Its AI-Written Stories

 Originally published in The Verge, Jan 25, 2023.  The tech news site came under scrutiny this month after it was reported the outlet was using AI to write articles. Last week, executives said the use of the...

Musk Oversaw Video That Exaggerated Tesla’s Self-Driving Capabilities

 Originally published in Bloomberg.com, Jan 19, 2023. Emails shed new light on CEO’s involvement in 2016 demo.  Carmaker faces probes, claims on how it’s marketed its tech. Elon Musk oversaw the creation of a 2016 video that exaggerated the...

OpenAI’s Attempts to Watermark AI Text Hit Limits

 Originally published in TechCrunch, Dec 22, 2022. It’s proving tough to rein in systems like ChatGPT. Did a human write that, or ChatGPT? It can be hard to tell — perhaps too hard, its creator OpenAI thinks, which is...

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