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Hand Labeling Considered Harmful

O'Reilly Media - Ideas

We are traveling through the era of Software 2.0 , in which the key components of modern software are increasingly determined by the parameters of machine learning models, rather than hard-coded in the language of for loops and if-else statements. Figure 1: Bias can start anywhere in the system.

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Where Have All The Wizards Gone?

Infinidat

Using the defunct Digital Equipment Corporation DECUS events as a loose model, the first Wizards event in 2001 was meant to be an opportunity for technical customers to engage and interact directly with EMC engineering. How things have changed from that first EMC Wizards Conference in 2001! We all benefit from innovation.

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My belated 2022 recap: blog posts and articles

Puppies, Flowers, Rainbows and Kittens

How HashiCorp Works [link] Learn about the How HashiCorp Works project and why there are links to internal HashiCorp materials in this article. It is useful to read as a leader and a great recruiting tool for those companies. We didn’t learn in 2001 or 2008. We probably won’t learn now, either. So worth a read.

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Official Intelligence

LeanEssays

Too Big to Communicate Around 2001, Amazon’s growth was outstripping the capability of its internal systems to keep up. The leader often recruits the rest of the team, and members usually stay with a team for two or more years. What could machine learning do to increase the reliability of deployed systems?

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Re-Budgeting for a Right-Sized International Counterterrorism Posture

The Cipher Brief

The terrorist threats facing the United States are more dispersed today than they were on September 11, 2001, but there is now general agreement on the need to move the counterterrorism mission set to a more sustainable and enduring posture. This reflects both the rise of Great Power and near power competition as strategic threats to U.S.

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