This page displays one of MarketingTrendTracker’s many current trends.

Twitter Revamps Its Digital Offering Via AI

Trend Summary: Twitter is leading the media herd via AI and machine learning to revamp digital experiences.


In the latest example of this trend, Twitter is using neural networks to crop picture previews in more eye-pleasing ways. According to Zehan Wag and Lucas Theis, respectively an engineering manager and researcher at Twitter, the goal is to create ...

... a more consistent UI experience. 

Specifically, Twitter is using a technique called "knowledge distillation" to train a smaller network to imitate the shower but via a more powerful network that enables an ensemble of large networks to generate predictions on a set of images. These predictions, together with some third-party data, are then used to train a smaller, faster network.

Read the original unabridged MediaPost.com article.

[Estimated timeframe:Q1 2018]

All data sources are attributed with links to the original insight. The insight is then summarised and, where appropriate, enhanced with additional information.

... a more consistent UI experience. 

Specifically, Twitter is using a technique called "knowledge distillation" to train a smaller network to imitate the shower but via a more powerful network that enables an ensemble of large networks to generate predictions on a set of images. These predictions, together with some third-party data, are then used to train a smaller, faster network.

Read the original unabridged MediaPost.com article.

[Estimated timeframe:Q1 2018]

All data sources are attributed with links to the original insight. The insight is then summarised and, where appropriate, enhanced with additional information.

Source: MediaPost.com
MTT insight URL: http://marketingtrendtracker.com/article.aspx?id=7306