--- title: Building Ethical AI Starts with the Data Team — Here’s Why description: This post discusses the ethical concerns in AI, the role of data teams in AI ethics, and steps data teams can take to ensure more ethical AI. It emphasizes the... canonical: https://daily.dev/posts/building-ethical-ai-starts-with-the-data-team-here-s-why-2qnsmicg5 twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Building Ethical AI Starts with the Data Team — Here’s Why | daily.dev og:description: This post discusses the ethical concerns in AI, the role of data teams in AI ethics, and steps data teams can take to ensure more ethical AI. It emphasizes the... og:url: https://daily.dev/posts/building-ethical-ai-starts-with-the-data-team-here-s-why-2qnsmicg5 og:image: https://api.daily.dev/og/posts/2QnSMIcG5.png og:image:alt: Building Ethical AI Starts with the Data Team — Here’s Why og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Building Ethical AI Starts with the Data Team — Here’s Why **[Towards Data Science](https://daily.dev/sources/tds)** · 9 min read · 1 upvotes · 0 comments ## Summary This post discusses the ethical concerns in AI, the role of data teams in AI ethics, and steps data teams can take to ensure more ethical AI. It emphasizes the importance of considering model bias, AI usage, and data responsibility in AI development. Data teams are responsible for ensuring the ethical use of data and mitigating risks associated with AI design flaws. They should advocate for a seat at the AI table, leverage methodologies like RAG to curate responsible data, and prioritize data reliability. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#ai](https://daily.dev/tags/ai), [#data-quality](https://daily.dev/tags/data-quality), [#ethical-ai](https://daily.dev/tags/ethical-ai) [View this post on daily.dev](https://daily.dev/posts/building-ethical-ai-starts-with-the-data-team-here-s-why-2qnsmicg5) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Building Ethical AI Starts with the Data Team — Here’s Why","url":"https://daily.dev/posts/building-ethical-ai-starts-with-the-data-team-here-s-why-2qnsmicg5","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/building-ethical-ai-starts-with-the-data-team-here-s-why-2qnsmicg5"},"datePublished":"2024-03-20T15:53:30.684Z","dateModified":"2024-03-20T15:53:30.274Z","description":"This post discusses the ethical concerns in AI, the role of data teams in AI ethics, and steps data teams can take to ensure more ethical AI. It emphasizes the...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/e00d1f0dceb03652a0d76c3d3d146bca?_a=AQAEufR","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/e00d1f0dceb03652a0d76c3d3d146bca?_a=AQAEufR","isAccessibleForFree":true,"articleSection":"Towards Data Science","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Towards Data Science","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/tds","url":"https://daily.dev/sources/tds"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/building-ethical-ai-starts-with-the-data-team-here-s-why-2qnsmicg5","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":1},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"ai,data-quality,ethical-ai","timeRequired":"PT9M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Towards Data Science","item":"https://daily.dev/sources/tds"},{"@type":"ListItem","position":3,"name":"Building Ethical AI Starts with the Data Team — Here’s Why"}]} ```