Generative Data Intelligence

AI

Enabling Continual Learning in Neural Networks

To test our algorithm, we exposed an agent to Atari games sequentially. Learning an individual game from the score alone is a challenging...

Trust, confidence and Verifiable Data Audit

Verifiable Data Audit for DeepMind Health Over the course of this year we'll be starting to build out Verifiable Data Audit for DeepMind Health,...

A milestone for DeepMind Health and Streams

Of course, these are only early indicators, and a full service evaluation will be carried out over the coming months to measure the...

Drilling into Spark’s ALS Recommendation algorithm

February 25, 2017 Vasilis Vryniotis . 3 Comments The ALS algorithm introduced by Hu et al., is a...

How Unbabel’s “Translation as a Service” will translate everything to human quality

In a $38 billion-a-year market for translation and localization services, the largest player is a military contractor that makes $730 million a year....

Getting the GPU usage of NVIDIA cards with the Linux dstat tool

February 11, 2017 Vasilis Vryniotis . 6 Comments The dstat is an awesome little tool which allows you...

How telecoms giant Italtel stopped worrying about translation and localized its content with Unbabel

From developing the first telecoms systems in Italy, to upgrading them from analogue to digital at the end of the 20th Century, to...

Understanding Agent Cooperation

Interestingly, in another game called Wolfpack (see gameplay video below), which requires close coordination to successfully cooperate, we find that greater capacity to...

Why we’re building universal understanding with Unbabel

According to the famous story from Genesis, a once-united humanity that spoke a single language dared to build a city and a tower...

Adaptation, Adaptation, Adaptation: Why companies trust Unbabel to deliver multi-lingual customer communications

Many big companies like Google, Microsoft, Yahoo, Yandex, eBay and Amazon create and train general purpose Machine Translation (MT) systems, which use billions...

What I learned at the 2017 DLD Conference in Munich

Hey there, Vasco here. A few months ago, I was invited to be a speaker at DLD17 in Munich, from the 15th to...

Welcome to the pack, Wolf: introducing our new Chief Customer Officer

Since Unbabel started in 2013, we’ve had the good fortune to work with industry leaders like Pinterest, Skyscanner, Under Armour, Trello and Oculus...

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