{"product_id":"bias-detectives-how-we-caught-the-computer-being-unfair","title":"BIAS DETECTIVES How we caught the computer being unfair.","description":"\u003cp\u003eWhen the grant results go up on the wall at their East London youth centre, one thing is clear: projects from Riverside always seem to win...and Eastside always seems to lose. Thirteen-year-old Amira and her friends Jay, Tomas and Asha can't prove it's unfair-but the pattern won't leave them alone.\u003c\/p\u003e\u003cp\u003eWhen they discover the charity is using a new \"AI scoring tool\" to judge applications, the four friends turn into Bias Detectives. With laptops, notebooks and a wall full of sticky notes, they dive into old reports, build their own mini-models, and interview real applicants. What they find is bigger than one lost grant: a computer quietly learning to repeat years of unfair decisions.\u003c\/p\u003e\u003cp\u003eNow the team has to do more than complain. They must design a fairer system, write an AI Builders Code, and convince a room full of adults that young people deserve a say in how technology judges their lives.\u003c\/p\u003e\u003cp\u003ePerfect for readers aged 10-13, \u003cstrong\u003eThe Bias Detectives: How We Caught the Computer Being Unfair\u003c\/strong\u003e is a fast-paced, illustrated story about friendship, data, and standing up for your community. Blending mystery, STEM and social justice, it shows that you don't need to be a genius coder to ask powerful questions-or to help build AI that treats people fairly.\u003c\/p\u003e","brand":"Ingene Publications","offers":[{"title":"Default Title","offer_id":62064024682866,"sku":"BS-R4W-524392","price":16.79,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0987\/2972\/2226\/files\/9781909524392-HD.jpg?v=1784161203","url":"https:\/\/www.novelpanel.com\/products\/bias-detectives-how-we-caught-the-computer-being-unfair","provider":"Novel Panel","version":"1.0","type":"link"}