Topic: machine learning

How Axon prioritizes ethical design

While Google is amassing data on everyone, nudging them to do this or that or buy this or that, Axon is trying to make the world a safer place.  Perhaps somewhat ironically, the company builds technology solutions and weapons for law enforcement, self-defense and the military. Axon — formerly known as TASER International — has … continue reading

How to achieve ethical design

Ethical design is at the very early stages when it comes to high-tech innovations.  Other industries including healthcare, financial services, energy and others have had to ponder various ethical issues and over time they became highly regulated because the safety and security of their customers or the public at large are at stake. In the … continue reading

Ethical design: What it is and why developers should care

Safety by design, security by design, privacy by design. As software capabilities continue to evolve, developers need to adapt the way they think and work. Ethical design is the next thing that will be integrated into the pipeline, given the popularity of artificial intelligence (AI). Like safety and security by design, ethical design helps avoid … continue reading

MIT creates an AI machine that will learn language the way kids do

Children learn language by observing the things around them and connecting the dots between what they are seeing and hearing. By learning language like this, they are able to establish a language’s word order, such as where subjects and verbs belong in a sentence. In machine learning, languages are learned by training systems on sentences … continue reading

outsystems.ai

OutSystems launches new AI initiative to improve the software development process

Low-code provider OutSystems is launching a new program to advance the company’s mission of bringing the power of AI to software development. Outsystems.ai will build on the company’s previous Project Turing initiative, named for the father of computer science and artificial intelligence, Alan Turing. Project Turing established an AI Center of Excellence in Lisbon, committed … continue reading

OpenAI develops new approach to measure success of complex AI tasks

OpenAI has developed a new approach to improving artificial intelligence (AI) safety. The new technique is called iterated amplification, and it allows developers to measure the ability of a machine learning system to perform complex tasks. Currently, when machine learning systems are trained to perform a task researchers need a training signal that will evaluate … continue reading

SD Times Open-Source Project of the Week: Infer.NET

Microsoft has announced its machine learning framework Infer.NET is now open source. Infer.NET focuses specifically on running Bayesian inference in graphical models. According to the company, it can also be used for probabilistic programming. “Open sourcing Infer.NET represents the culmination of a long and ambitious journey. Our team at Microsoft Research in Cambridge, UK embarked … continue reading

Report: Large organizations are finding success in machine learning

Enterprises of all sizes are looking to leverage machine learning, but not everyone is finding immediate success. A newly released report revealed larger organizations are finding more success compared to smaller ones. The report, the State of Enterprise Machine Learning, by Algorithmia surveyed more than 500 data science and machine learning professionals to gauge how … continue reading

DARPA wants to teach machine learning systems common sense

Machine learning systems are more advanced than they ever have been, but a critical component is still missing: machine common sense. Machine common sense is “the basic ability to perceive, understand, and judge things that are shared by nearly all people and can be reasonably expected of nearly all people without need for debate.” DARPA … continue reading

IBM integrates business intelligence and data science with new major update to Cognos Analytics

More enterprises are on a quest to use artificial intelligence as a competitive advantage. IBM is on a mission to make this easier and more accessible for any organization via the cloud. The company has announced a new version of its Cognos Analytics solution, which integrates business intelligence and data science technologies into a suite … continue reading

The MissingLink between deep learning and data scientists

Machine learning is rapidly advancing and being deployed across a number of different industries and solutions to intelligently manage data, gain insights and provide value. However, to effectively train and deliver machine learning models is still very time-consuming for many, and involves a lot of grunt work, according to a newly launched company. MissingLink.ai has … continue reading

SD Times news digest: HackerRank’s Tech Talent Matrix, eBay’s HeadGaze project and Android 9’s battery life improvements

HackerRank today announced a new machine learning solution designed to help companies in their software development hiring process. The HackerRank Tech Talent Matrix uses ML to provide companies the proper data on software developer candidates. It analyzes more than 150 million assessments and candidate data points in order to provide insights into technical recruiting efforts … continue reading

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