May 17, 2020

Google launches new machine learning development platform to make AI more accessible

Machine Learning
Jonathan Dyble
2 min
Google has announced the launch of a new cloud-based machine learning (ML) platform named AutoML that will aim to make AI more accessible to those with...

Google has announced the launch of a new cloud-based machine learning (ML) platform named AutoML that will aim to make AI more accessible to those with limited experience in developing advanced technology programs.

“Cloud AutoML helps businesses with limited ML expertise start building their own high-quality custom models by using advanced techniques like learning2learn and transfer learning from Google,” said Google. “We believe Cloud AutoML will make AI experts even more productive, advance new fields in AI and help less-skilled engineers build powerful AI systems they previously only dreamed of.”

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The initiative will look to expand the firm’s existing community of data scientists and ML researchers called Kaggle, whilst also looking to attract more companies, with currently 10,000 firms using Google’s Cloud AI services including Rolls Royce Marine and Ocado.

The company has revealed that its first Cloud AutoML release will be AutoML vision, a service that is specifically aimed at image recognition, with Google claiming that the early stages of testing have proved to be accurate and positive.

The announcement comes in the same week as Google stating that it will look to expand its cloud-based services through the construction of three new subsea international cables and launch of five new data centre regions across the globe.

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Jul 14, 2021

Discord buys Sentropy to fight against hate and abuse online

2 min
Sentropy is joining Discord to continue fighting against hate and abuse on the internet

Discord, a popular chat app, has acquired the software company Sentropy to bolster its efforts to combat online abuse and harassment. Sentropy, monitors online networks for abuse and harassment, then offers users a way to block problematic people and filter out messages they don’t want to see.

First launched in 2015 and currently boasting 150 million monthly active users, Discord plans to integrate Sentropy’s own products into its existing toolkit and the company will also bring the smaller company’s leadership group aboard. Discord currently uses a “multilevel” approach to moderation, and a Trust and Safety (T&S) team dedicated to protecting users and shaping content moderation policies comprised 15% of Discord’s workforce as of May 2020.

“T&S tech and processes should not be used as a competitive advantage,” Sentropy CEO John Redgrave said in a blog post on the announcement. “We all deserve digital and physical safety, and moderators deserve better tooling to help them do one of the hardest jobs online more effectively and with fewer harmful impacts.”


Cleanse platforms of online harassment and abuse


Redgrave elaborated on the company’s natural connection with Discord: “Discord represents the next generation of social companies — a generation where users are not the product to be sold, but the engine of connectivity, creativity, and growth. In this model, user privacy and user safety are essential product features, not an afterthought. The success of this model depends upon building next-generation Trust and Safety into every product. We don’t take this responsibility lightly and are humbled to work at the scale of Discord and with Discord’s resources to increase the depth of our impact.”

Sentropy launched out of stealth last summer with an AI system designed to detect, track and cleanse platforms of online harassment and abuse. The company emerged then with $13 million in funding from notable backers including Reddit co-founder Alexis Ohanian and his VC firm Initialized Capital, King River Capital, Horizons Ventures and Playground Global.

“We are excited to help Discord decide how we can most effectively share with the rest of the Internet the best practices, technology, and tools that we’ve developed to protect our own communities,” Redgrave said.


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