For global platforms, fairness in AI starts with data that mirrors the world. To reduce bias and improve accuracy across languages, accents and demographics, a leading social media and tech company set out to test and strengthen the fairness of its machine learning models.
To run the test, the company needed thousands of audio and video samples from participants reading complex scripts, answering questions in their native languages and following strict technical requirements. The timeline was tight.
Company leaders brought in TaskUs to deliver. We provided end-to-end AI data services — from recruiting participants and capturing samples to validating quality and securing data.
Read the case study to find out:
Services
Cookie | Duration | Description |
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__q_state_ | 1 Year | Qualified Chat. Necessary for the functionality of the website’s chat-box function. |
_GRECAPTCHA | 1 Day | www.google.com. reCAPTCHA cookie executed for the purpose of providing its risk analysis. |
6suuid | 2 Years | 6sense Insights |
cookielawinfo-checkbox-analytics | 11 months | This cookie is set by GDPR Cookie Consent plugin. The cookie is used to store the user consent for the cookies in the category "Analytics". |
cookielawinfo-checkbox-functional | 11 months | The cookie is set by GDPR cookie consent to record the user consent for the cookies in the category "Functional". |
cookielawinfo-checkbox-necessary | 11 months | This cookie is set by GDPR Cookie Consent plugin. The cookies is used to store the user consent for the cookies in the category "Necessary". |
cookielawinfo-checkbox-others | 11 months | This cookie is set by GDPR Cookie Consent plugin. The cookie is used to store the user consent for the cookies in the category "Other. |
cookielawinfo-checkbox-performance | 11 months | This cookie is set by GDPR Cookie Consent plugin. The cookie is used to store the user consent for the cookies in the category "Performance". |
NID, 1P_JAR, __Secure-3PAPISID,__Secure-3PSID,__ Secure-3PSIDCC | 30 Days | Cookies set by Google. Used to store a unique ID for various Google services such as Google Chrome, Autocomplete and more. Read more here: https://policies.google.com/technologies/cookies#types-of-cookies |
pll_language | 1 Year | Polylang, Used for storing language preferences on the website. |
ppwp_wp_session | 30 Minutes | This cookie is native to PHP applications. Used to store and identify a users’ unique session ID for the purpose of managing user session on the website. This is a session cookie and is deleted when all the browser windows are closed. |
viewed_cookie_policy | 11 months | The cookie is set by the GDPR Cookie Consent plugin and is used to store whether or not user has consented to the use of cookies. It does not store any personal data. |
Cookie | Duration | Description |
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_ga | 2 Years | Google Analytics, Used to distinguish users. |
_gat_gtag_UA_5184324_2 | 1 Minute | Google Analytics, It compiles information about how visitors use the site. |
_gid | 1 Day | Google Analytics, Used to distinguish users. |
pardot | Until Cleared | Salesforce Pardot. Used to store and track if the browser tab is active. |
Cookie | Duration | Description |
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bcookie | 2 Years | Browser identifier cookie. Used to uniquely identify devices accessing LinkedIn to detect abuse on the platform. |
bito, bitolsSecure | 30 Days | Set by bidr.io. Beeswax’s advertisement cookie based on uniquely identifying your browser and internet device. If you do not allow this cookie, you will experience less relevant advertising from Beeswax. |
checkForPermission | 10 Minutes | bidr.io. Beeswax’s audience targeting cookie. |
lang | Session | Used to remember a user’s language setting to ensure LinkedIn.com displays in the language selected by the user in their settings. |
pxrc | 3 Months | rlcdn.com. Used to deliver advertising more relevant to the user and their interests. |
rlas3 | 1 Year | rlcdn.com. Used to deliver advertising more relevant to the user and their interests. |
tuuid | 2 Years | company-target.com. Used for analytics and targeted advertising. |