News

Kubernetes’ first major security hole discovered

Kubernetes has become the most popular cloud container orchestration system by far, so it was only a matter of time until its first major security hole was discovered. And the bug, CVE-2018-1002105, aka the Kubernetes privilege escalation flaw, is a doozy. It’s a CVSS 9.8 critical security hole.

Using AI and satellite imagery for disaster insights

A framework for using convolutional neural networks (CNNs) on satellite imagery to identify the areas most severely affected by a disaster. This new method has the potential to produce more accurate information in far less time than current manual methods. Ultimately, the goal of this research is to allow rescue workers to quickly identify where aid is needed most, without relying on manually annotated, disaster-specific data sets.

Amazon is coming to company data centers, and that should scare Cisco, HPE and Dell

How Uber’s New Driver App Overcomes Network Lag

This article is the third in a series covering how Uber’s mobile engineering team developed the newest version of our driver app, codenamed Carbon, a core component of our ridesharing business. Among other new features, the app lets our population of over three million driver-partners find fares, get directions, and track their earnings. We began designing the new app in conjunction with feedback from our driver-partners in 2017, and began rolling it out for production in September 2018.

How I changed the law with a GitHub pull request

Matplotlib—Making data visualization interesting

Data visualization is a key step to understand the dataset and draw inferences from it. While one can always closely inspect the data row by row, cell by cell, it’s often a tedious task and does not highlight the big picture. Visuals on the other hand, define data in a form that is easy to understand with just a glance and keeps the audience engaged.

Easy-To-Read Summary of Important AI Research Papers of 2018

Trying to keep up with AI research papers can feel like an exercise in futility given how quickly the industry moves. If you’re buried in papers to read that you haven’t quite gotten around to, you’re in luck. To help you catch up, we’ve summarized 10 important AI research papers from 2018 to give you a broad overview of machine learning advancements this year.

Amazon makes its machine learning courses available for free

Amazon announced today that it’s making its range of machine learning courses available to all developers signed up to its AWS platform for free. This program was previously available only to Amazon employees, but anyone can now take advantage of it at no charge by signing up to Amazon Web Services’ free plan. It includes 30 courses in total, with over 45 hours of course material, videos, and lab tests.

First sun-dimming experiment will test a way to cool Earth

Montezuma’s Revenge Solved by Go-Explore, a New Algorithm for Hard-exploration Problems