Topic: artificial intelligence

Organizations are using AI to speed up test automation

More and more businesses are looking to leverage artificial intelligence to tackle their testing initiatives and speed up development and delivery. Perfecto announced this week an AI-based testing solution for automating the process of writing test scripts. Perfecto Codeless uses machine learning to give teams of all skill levels codeless testing capabilities. According to the … continue reading

TensorFlow to expand AI capabilities into mobile, IoT, JavaScript

It has been three years since the open-source machine learning platform TensorFlow was launched, and now the team is announcing new and ambitious plans for the AI library. The TensorFlow Developer Summit took place in Sunnyvale, CA this week, where the TensorFlow team announced the alpha version of Tensor 2.0, TensorFlow.js 1.0, TensorFlow Lite and … continue reading

The LF Deep Learning Foundation picks up the deep probabilistic programming language Pyro

The LF Deep Learning Foundation has accepted Pyro as its latest project. The LF DL Foundation is a Linux Foundation project meant to accelerate the growth of artificial intelligence, machine learning and deep learning open-source projects. Pyro is a probabilistic programming framework created by Uber that is designed to bring together the best of both … continue reading

How hardware design needs to change to match up with AI needs

As artificial intelligence continues to evolve and grow, so must the hardware we use to power AI. During his keynote address at the International Solid-State Circuits Conference this week, Facebook vice president and chief AI scientist Yann LeCun discussed the next step for reaching AI’s potential: shifting away from GPUs and moving more towards dedicated chips.  … continue reading

New open-source project introduces code-free deep learning approach

Uber’s AI engineering team wants to make deep learning more accessible with the open-source release of Ludwig. The deep learning toolbox based on TensorFlow aims to give users the ability to train and test deep learning models without having to write any code. “Ludwig is unique in its ability to help make deep learning easier … continue reading

Clever-Commit coding assistant uses AI to protect against bugs

A new coding assistant is leveraging artificial intelligence to learn from previous bugs and bug fixes, and identify when new bugs are introduced. Clever-Commit, originally known as Commit-Assistant, is a new AI technology designed for programmers by Ubisoft La Forge. According to Ubisoft, the AI-based coding system uses the latest machine learning and big data … continue reading

President Trump launches American AI initiative

The Trump administration is taking a vested interest in artificial intelligence. President Donald Trump has signed an executive order for the American AI initiative, which is designed to ensure federal government agencies prioritize investments in the research and development of America’s AI capabilities. “Continued American leadership in Artificial Intelligence is of paramount importance to maintaining … continue reading

Can developers make AI’s “black box” transparent?

Across industries, machine learning is augmenting and in some cases taking the place of human decision-making. In recruiting, legal sentencing, loan approvals and even college admissions, algorithms now play a part in determining candidate selection. The science behind AI provides a more efficient approach to complex decision-making. However, for those without a PhD in mathematics … continue reading

Transform-XL from Google makes long-term context in neural networks more practical

Google has proposed a new approach to natural language understanding architectures beyond a fixed-length context. Transformer-XL aims to make long-range dependence more practical in neural networks by using attention models. According to the company, long-range dependence is the contextual ability humans have to parse information that depends on something they’d read much earlier in a … continue reading

A new Cloudera emerges from the Hortonworks merger

The Cloudera and Hortonworks merger that was first announced in October officially completed this month, paving the way for a new Cloudera. As part of the merger, the former rivals will live under the Cloudera name and offer an enterprise data cloud capable of supporting hybrid and multi-cloud deployments as well as provide machine learning … continue reading

MIT and Microsoft researchers look out for AI’s blind spots

As artificial intelligence is being implemented into advanced systems like self-driving cars and autonomous robots, MIT and Microsoft researchers want to make sure they are covering all their bases. The researchers are tackling what they call “blind spots” of artificial intelligence to provide better security and safety of AI-implemented systems. While systems like self-driving cars … continue reading

SD Times news digest: GitHub’s top machine learning languages, Ping’s API cybersecurity solution, and Lumigo’s serverless app funding

GitHub has released machine learning data from its 2018 State of the Octoverse report. According to the report, the top programming languages for machine learning on GitHub include Python, C++, JavaScript, Java and C#. In addition, the team took a look at the top machine learning projects on GitHub, which included TensorFlow, SciKit-Learn, spaCy, Julia … continue reading

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