24/7 Phish Fry: How Nestle built an AI-Powered phishing detector with Azure.
MLOps

24/7 Phish Fry: How Nestle built an AI-Powered phishing detector with Azure.

Foiling attackers who try to lure email users into clicking on a malicious link is a cat-and-mouse game, as phishing tactics evolve to evade detection. But machine learning models designed to recognize phishing attempts can evolve, too, through automatic retraining and checks to maintain accuracy.

May 12, 20212 min read
Super-Human Quality Control: AI finds manufacturing flaws better than human inspectors.
MLOps

Super-Human Quality Control: AI finds manufacturing flaws better than human inspectors.

A computer vision model, continually trained and automatically updated, can boost quality control in factories. Landing AI, a machine learning platform company led by Andrew Ng, helped a maker of compressors for refrigeration check them for leaks.

May 12, 20212 min read
Bespoke Models on a Grand Scale: How FreshWorks uses AI to build products for sales teams.
MLOps

Bespoke Models on a Grand Scale: How FreshWorks uses AI to build products for sales teams.

When every email, text, or call a company receives could mean a sale, reps need to figure out who to reply to first. Machine learning can help, but using it at scale requires a highly automated operation.

May 12, 20212 min read
Bespoke Models on a Grand Scale: How FreshWorks uses AI to build products for sales teams.
MLOps

Bespoke Models on a Grand Scale: How FreshWorks uses AI to build products for sales teams.

When every email, text, or call a company receives could mean a sale, reps need to figure out who to reply to first. Machine learning can help, but using it at scale requires a highly automated operation.

May 12, 20212 min read
24/7 Phish Fry: How Nestle built an AI-Powered phishing detector with Azure.
MLOps

24/7 Phish Fry: How Nestle built an AI-Powered phishing detector with Azure.

Foiling attackers who try to lure email users into clicking on a malicious link is a cat-and-mouse game, as phishing tactics evolve to evade detection. But machine learning models designed to recognize phishing attempts can evolve, too, through automatic retraining and checks to maintain accuracy.

May 12, 20212 min read
Cream of the Startup Crop: CB Insights published its list of top AI startups for 2021.
MLOps

Cream of the Startup Crop: CB Insights published its list of top AI startups for 2021.

AI startups continue to roared ahead, global pandemic or no. Tech industry analyst CB Insights published its fifth annual list of the 100 most promising private AI companies.

April 21, 20211 min read
Cream of the Startup Crop: CB Insights published its list of top AI startups for 2021.
MLOps

Cream of the Startup Crop: CB Insights published its list of top AI startups for 2021.

AI startups continue to roared ahead, global pandemic or no. Tech industry analyst CB Insights published its fifth annual list of the 100 most promising private AI companies.

April 21, 20211 min read
Facing Failure to Generalize: Why some AI models exhibit underspecification.
MLOps

Facing Failure to Generalize: Why some AI models exhibit underspecification.

The same models trained on the same data may show the same performance in the lab, and yet respond very differently to data they haven’t seen before. New work finds this inconsistency to be pervasive.

February 17, 20212 min read
Facing Failure to Generalize: Why some AI models exhibit underspecification.
MLOps

Facing Failure to Generalize: Why some AI models exhibit underspecification.

The same models trained on the same data may show the same performance in the lab, and yet respond very differently to data they haven’t seen before. New work finds this inconsistency to be pervasive.

February 17, 20212 min read
Enterprise AI on the Rise: A 2021 survey of how business leaders are using AI.
MLOps

Enterprise AI on the Rise: A 2021 survey of how business leaders are using AI.

A survey of AI in large companies sees boom times ahead — if AI teams can get past issues that surround implementation. Businesses of all sizes are using more machine learning, spending more on it, and hiring more engineers to wrangle it.

January 6, 20212 min read
Enterprise AI on the Rise: A 2021 survey of how business leaders are using AI.
MLOps

Enterprise AI on the Rise: A 2021 survey of how business leaders are using AI.

A survey of AI in large companies sees boom times ahead — if AI teams can get past issues that surround implementation. Businesses of all sizes are using more machine learning, spending more on it, and hiring more engineers to wrangle it.

January 6, 20212 min read
Battling Bias in Synthetic Data: How synthetic data startups are working to avoid bias
MLOps

Battling Bias in Synthetic Data: How synthetic data startups are working to avoid bias

Synthetic datasets can inherit flaws in the real-world data they’re based on. Startups are working on solutions. Generating synthetic datasets for training machine learning systems is a booming business.

October 21, 20202 min read
Battling Bias in Synthetic Data: How synthetic data startups are working to avoid bias
MLOps

Battling Bias in Synthetic Data: How synthetic data startups are working to avoid bias

Synthetic datasets can inherit flaws in the real-world data they’re based on. Startups are working on solutions. Generating synthetic datasets for training machine learning systems is a booming business.

October 21, 20202 min read
Asia’s AI Advantage: Asian companies show success in AI updake.
MLOps

Asia’s AI Advantage: Asian companies show success in AI updake.

Asian companies lead the world in AI deployment, new research argues. Market research by MIT Technology Review Insights found that companies in the Asia-Pacific region are using machine learning faster and with better results than any other part of the world.

May 6, 20202 min read
Asia’s AI Advantage: Asian companies show success in AI updake.
MLOps

Asia’s AI Advantage: Asian companies show success in AI updake.

Asian companies lead the world in AI deployment, new research argues. Market research by MIT Technology Review Insights found that companies in the Asia-Pacific region are using machine learning faster and with better results than any other part of the world.

May 6, 20202 min read

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