{"product_id":"circulation-how-culture-moves-in-the-age-of-algorithm","title":"Circulation: How Culture Moves in the Age of Algorithm","description":"\u003cp\u003e\u003ci\u003eCirculation\u003c\/i\u003e is a realistic look at the utility of the algorithms now deciding how our songs and stories reach us. Not the hype, not the panic. The mechanics. How does a recommendation system choose what an audience gets to hear? And who does it leave out?\u003c\/p\u003e\u003cp\u003eHere's the uncomfortable answer: for dominant, well-resourced culture, the utility is real. These systems surface music, film, and stories. But the ramifications land hardest on emerging or marginal cultures - work without the data trail or institutional backing platforms are built to reward. For them, the songs and stories often don't reach us at all. This isn't a bug. It's the design, trained on a past that already shut those voices out.\u003c\/p\u003e\u003cp\u003eThe book doesn't stop at diagnosis. It hands the culture industries a set of moves — not tearing down recommendation systems or resurrecting old-school gatekeeping, but something harder: build counterweights into the system itself. Curate for what hasn't proven itself yet. Reward discovery over repetition. Treat what the algorithm already knows as a starting point, not a verdict. Break the addiction to algorithmic affirmation, and circulation stops being a wall for the cultures that need a door.\u003cbr\u003e\u003cbr\u003e\u003cbr\u003e\u003c\/p\u003e","brand":"Whitefox Publishing Limited","offers":[{"title":"Hardcover","offer_id":52952693702973,"sku":"9781918661705","price":11.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0477\/8731\/1254\/files\/9781918661705ita.jpg?v=1788200657","url":"https:\/\/itascabooks.com\/products\/circulation-how-culture-moves-in-the-age-of-algorithm","provider":"Itasca Books","version":"1.0","type":"link"}