{"product_id":"unmasking-ai-straight-up-real-talk-on-guarding-hum","title":"Unmasking AI Straight Up Real Talk On Guarding Humanity In A Tech Driven World By Joy Buolamwini National Bestseller On Ethical Artificial Intelligence Development For Modern Creators Wanting To Keep It Real","description":"\u003cdiv\u003e\n\u003cp\u003eEssential guide to ethical artificial intelligence development\u003cbr\u003e✔️ Spiral bound edition features 336 pages published in English\u003c\/p\u003e \u003cp\u003eThis handy read breaks down how biased algorithms mess with everyday apps and gives actionable steps for building fairer systems. Devs and project leads usually pick up this copy while designing software archives or running compliance checks to keep tools inclusive and tight.\u003c\/p\u003e ✅ Covers intersectional bias detection in machine learning models\u003cbr\u003e\n✅ Details founder journey establishing the Algorithmic Justice League\u003cbr\u003e\n✅ Provides framework for responsible deployment in commercial products\u003cbr\u003e\n✅ Includes publication details for academic and industry reference\u003cbr\u003e \u003cp\u003e💡 How can software teams deploy algorithmic fairness audits that stop biased outputs from leaking into consumer markets?\u003cbr\u003eAn effective rollout begins with isolating training variables before scaling any predictive model.\u003cbr\u003e- Cross check historical datasets for demographic skews that break pattern recognition\u003cbr\u003e- Stack modular validation layers that catch skewed decisions outside controlled environments\u003cbr\u003e- Maintain open review channels so engineering squads can patch fairness flaws fast\u003c\/p\u003e✝️\u003c\/div\u003e","brand":"Amazon","offers":[{"title":"Default Title","offer_id":49246244241643,"sku":"VXB-0593241843","price":56.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/3268\/0683\/files\/71Tht1ZB9yL.jpg?v=1787025753","url":"https:\/\/vxb.com\/products\/unmasking-ai-straight-up-real-talk-on-guarding-hum","provider":"VXB Bearings","version":"1.0","type":"link"}