{"product_id":"gradient-failures-on-the-oblique-consequences-of-machine-intelligence-9798233707445","title":"Gradient Failures: On the Oblique Consequences of Machine Intelligence","description":"\u003cp\u003e • Author(s): Nox Vale\u003cbr\u003e • Publisher: Nbm House\u003cbr\u003e • Publisher Imprint: Nbm House\u003cbr\u003e • BISAC: Ethics \u0026amp; Moral Philosophy\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eThe catastrophe is not the explosion, but the implosion. We have been watching the wrong horizon.\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eIn Gradient Failures, philosopher Nox Vale argues that our standard menu of AI futures-the robot uprisings, the mass unemployment, the total surveillance state-is too legible to be useful. These scenarios assume a clear agent and a clear victim, but the most fundamental risks of machine intelligence are \u003cstrong\u003eorthogonal\u003c\/strong\u003e: subtle, distributed effects that accumulate across systems until reality itself has shifted and no one can locate the moment it happened. \u003c\/p\u003e\u003cp\u003eThis is a book about the things AI does \"sideways\"-obliquely and without intent. Vale maps the \"Possibility Space\" adjacent to obvious predictions, exploring: \u003c\/p\u003e\u003cp\u003e- \u003cstrong\u003eThe Silence Outcome: \u003c\/strong\u003e What happens when AI reasoning becomes too complex for human bandwidth, leaving our democratic and institutional oversight as nothing more than a ceremonial ritual? \u003c\/p\u003e\u003cp\u003e- \u003cstrong\u003eCognitive Atrophy as a Service: \u003c\/strong\u003e The quiet, generational loss of human reasoning capacities as we outsource the intermediate steps of thought to a \"cognitive prosthesis\". \u003c\/p\u003e\u003cp\u003e- \u003cstrong\u003eThe Great Model Collapse: \u003c\/strong\u003e A future where synthetic outputs become \"more coherent than reality,\" causing our cultural and perceptual drift toward statistically optimal patterns. \u003c\/p\u003e\u003cp\u003e- \u003cstrong\u003eThe Black Market of Unfiltered Minds: \u003c\/strong\u003e The emerging demand for \"alien reasoning\" and unaligned AI as a form of intellectual psychedelic. \u003c\/p\u003e\u003cp\u003eVale introduces the concept of \u003cstrong\u003eGradient Failures\u003c\/strong\u003e: global catastrophes that emerge not from error or malice, but from the accumulation of perfectly rational local decisions. Each step is defensible; each optimization works correctly; yet the global outcome is a quiet irrelevance for the human species. \u003c\/p\u003e\u003cp\u003eUnsentimental, rigorous, and deeply interested, Gradient Failures is not a warning or a celebration. It is a vital map for those who wish to understand the fundamental restructuring of cognition, culture, and identity in the age of the machine.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e \u003c\/p\u003e","brand":"Nbm House","offers":[{"title":"Paperback","offer_id":47883069915287,"sku":"9798233707445","price":1117.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798233707445.webp?v=1781099224","url":"https:\/\/atlanticbooks.com\/products\/gradient-failures-on-the-oblique-consequences-of-machine-intelligence-9798233707445","provider":"Atlantic Books","version":"1.0","type":"link"}