Tidio Live Chat Software - Add Tidio live chat software to your website in minutes. Contact visitors and turn them into happy customers. Enhance their experience and boost your sales. Get it for Free

Must Read

In a bid to assess racial and gender bias in its artificial intelligence/machine learning systems, Twitter is starting a new initiative called Responsible Machine Learning.

Terming it a long journey in its early days, Twitter said the initiative will assess any “unintentional harms” caused by its algorithms.

Also Read

“When Twitter uses ML, it can impact hundreds of millions of Tweets per day, and sometimes, the way a system was designed to help could start to behave differently than was intended,” said Jutta Williams and Rumman Chowdhury from Twitter.

“These subtle shifts can then start to impact the people using Twitter and we want to make sure we’re studying those changes and using them to build a better product,” they said in a statement late on Thursday.

Elegant Themes - The most popular WordPress theme in the world and the ultimate WordPress Page Builder. Get a 30-day money-back guarantee. Get it for Free

Twitter’s Responsible ML working group is interdisciplinary and is made up of people from across the company, including technical, research, trust and safety, and product teams.

“Leading this work is our ML Ethics, Transparency and Accountability (META) team: a dedicated group of engineers, researchers, and data scientists collaborating across the company to assess downstream or current unintentional harms in the algorithms we use and to help Twitter prioritise which issues to tackle first,” the company elaborated.

Twitter said it will research and understand the impact of ML decisions, and conduct in-depth analyses and studies to assess the existence of potential harms in the algorithms it uses.

Some of the tasks will be a gender and racial bias analysis of its image cropping (saliency) algorithm, a fairness assessment of our Home timeline recommendations across racial subgroups and an analysis of content recommendations for different political ideologies across seven countries.

“The most impactful applications of responsible ML will come from how we apply our learnings to build a better Twitter,” the company said.

This may result in changing its product, such as removing an algorithm and giving people more control over the images they Tweet.

Twitter said it is also building explainable ML solutions so people can better understand its algorithms, what informs them, and how they impact what they see on the platform.

Save up to 60% on OptinMonster

Stay updated

Subscribe to our newsletter and never miss an update on the latest tech, gaming, startup, how to guide, deals and more.

- Advertisement -
- Advertisement -


Grow Your Business

Place your brand in front of tech-savvy audience. Partner with us to build brand awareness, increase website traffic, generate qualified leads, and grow your business.

- Advertisement -

Grow Your Business

Get these business solutions, tools and services to help your business grow.

Elementor -Join 5,000,000+ Professionals Who Build Better Sites With Elementor. Build your website with 100% visual design that loads faster and speeds up the process of building them.

WP Rocket

WP Rocket - Speed up your website with the most powerful caching plugin in the world. The website speed increase means better SEO ranking, user experience, and conversation. It’s a fact that Google loves a fast site.


Kinsta - If you are looking for WordPress managed hosting, Kinsta is in the leading front. Kinsta provides WordPress hosting for a small or large business that helps take care of all your needs regarding your website with cutting-edge technology.


OptinMonster - Instantly boost leads and grow revenue with the #1 most powerful conversion optimization toolkit in the world. 700,000+ websites are using OptinMonster to turn their traffic into leads, subscribers, and sales.


- Advertisement -
- Advertisement -