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News Feed Ranking in Three Minutes Flat - meta.com
News Feed Ranking in Three Minutes Flat meta.com
AI and compute
We’re releasing an analysis showing that since 2012, the amount of compute used in the largest AI training runs has been increasing exponentially with a 3.4-month doubling time (by comparison, Moore’s Law had a 2-year doubling period)[^footnote-correction]. Since 2012, this metric has grown by more than 300,000x (a 2-year doubling period would yield only a 7x increase). Improvements in compute have been a key component of AI progress, so as long as this trend continues, it’s worth preparing for...
AI and compute
We’re releasing an analysis showing that since 2012, the amount of compute used in the largest AI training runs has been increasing exponentially with a 3.4-month doubling time (by comparison, Moore’s Law had a 2-year doubling period)[^footnote-correction]. Since 2012, this metric has grown by more than 300,000x (a 2-year doubling period would yield only a 7x increase). Improvements in compute have been a key component of AI progress, so as long as this trend continues, it’s worth preparing for...
Facebook Publishes Enforcement Numbers for the First Time - meta.com
Facebook Publishes Enforcement Numbers for the First Time meta.com
Russian Ads Released by Congress - meta.com
Russian Ads Released by Congress meta.com
Hard Questions: Why Does Facebook Enable End-to-End Encryption? - meta.com
Hard Questions: Why Does Facebook Enable End-to-End Encryption? meta.com
F8 2018: Using Technology to Remove the Bad Stuff Before It’s Even Reported - meta.com
F8 2018: Using Technology to Remove the Bad Stuff Before It’s Even Reported meta.com
Getting Feedback on New Tools to Protect People’s Privacy - meta.com
Getting Feedback on New Tools to Protect People’s Privacy meta.com
Introducing New Tools for Facebook Fundraisers - meta.com
Introducing New Tools for Facebook Fundraisers meta.com
Sleep Mode: Giving Parents More Control on Messenger Kids - meta.com
Sleep Mode: Giving Parents More Control on Messenger Kids meta.com
Publishing Our Internal Enforcement Guidelines and Expanding Our Appeals Process - meta.com
Publishing Our Internal Enforcement Guidelines and Expanding Our Appeals Process meta.com
Hard Questions: How Effective Is Technology in Keeping Terrorists off Facebook? - meta.com
Hard Questions: How Effective Is Technology in Keeping Terrorists off Facebook? meta.com
2017 Letter to Shareholders - About Amazon
2017 Letter to Shareholders About Amazon
Evolved Policy Gradients
We’re releasing an experimental metalearning approach called Evolved Policy Gradients, a method that evolves the loss function of learning agents, which can enable fast training on novel tasks. Agents trained with EPG can succeed at basic tasks at test time that were outside their training regime, like learning to navigate to an object on a different side of the room from where it was placed during training.
Evolved Policy Gradients
We’re releasing an experimental metalearning approach called Evolved Policy Gradients, a method that evolves the loss function of learning agents, which can enable fast training on novel tasks. Agents trained with EPG can succeed at basic tasks at test time that were outside their training regime, like learning to navigate to an object on a different side of the room from where it was placed during training.
Facebook Launches New Initiative to Help Scholars Assess Social Media’s Impact on Elections - meta.com
Facebook Launches New Initiative to Help Scholars Assess Social Media’s Impact on Elections meta.com
Facebook Recently Announced a Major Update to News Feed; Here’s What’s Changing - meta.com
Facebook Recently Announced a Major Update to News Feed; Here’s What’s Changing meta.com
Making Ads and Pages More Transparent - meta.com
Making Ads and Pages More Transparent meta.com
Hard Questions: Q&A With Mark Zuckerberg on Protecting People’s Information - meta.com
Hard Questions: Q&A With Mark Zuckerberg on Protecting People’s Information meta.com
An Update on Our Plans to Restrict Data Access on Facebook - meta.com
An Update on Our Plans to Restrict Data Access on Facebook meta.com