{"product_id":"agi-beyond-current-models-9798294002176","title":"Agi: Beyond Current Models","description":"\u003cp\u003e • Author(s): Maria Johnsen\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Artificial Intelligence - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eAre you ready to see beyond the current buzz surrounding AI? While Large Language Models (LLMs) and generative tools impress us daily, they're just the tip of the iceberg. \u003ci\u003eAGI Beyond Current Models\u003c\/i\u003e offers a profound and necessary exploration into \u003cb\u003eArtificial General Intelligence (AGI)\u003c\/b\u003e, the truly human-like intelligence that promises to redefine our world. The book contains 41 chapters.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eWhat You'll Discover: \u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eUnmasking True Intelligence: \u003c\/b\u003e This book precisely differentiates AGI from today's narrow AI, defining AGI as a system capable of broad knowledge, skill transfer, and solving novel problems across diverse domains - mirroring the expansive capabilities of human intelligence.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eBeyond Scaling: The Limits of Current AI: \u003c\/b\u003e We critically examine the fundamental limitations of modern AI, from their reliance on statistical learning without true understanding to their susceptibility to \"hallucinations\" and the escalating energy and ethical costs of merely scaling up. Discover why simply \"bigger\" doesn't mean \"smarter.\"\u003c\/p\u003e\u003cp\u003e\u003cb\u003eThe Missing Pieces of AGI: \u003c\/b\u003e Explore the crucial elements missing from today's systems, such as \u003cb\u003ecausality, agency, intent, and explainability\u003c\/b\u003e. The book meticulously outlines essential AGI capabilities, including \u003cb\u003ereal-world grounding\u003c\/b\u003e, \u003cb\u003econtinuous learning\u003c\/b\u003e, and the vital role of \u003cb\u003ecommon sense reasoning\u003c\/b\u003e.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eThe Blueprint for True AGI: \u003c\/b\u003e Dive into concepts like \u003cb\u003emeta-cognition and self-reflection\u003c\/b\u003e, the ability to \u003cb\u003eset goals and plan purposeful actions\u003c\/b\u003e, and the pursuit of \u003cb\u003etrue creativity and innovation\u003c\/b\u003e. Learn about the importance of human-like memory systems (episodic, semantic, and working memory) and the necessity of \u003cb\u003esocial intelligence and a Theory of Mind\u003c\/b\u003e for AGI to understand human behavior.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eEthical AI for a Better Future: \u003c\/b\u003e Understand why \u003cb\u003ealignment with human values and ethics\u003c\/b\u003e is paramount to ensuring AGI's goals genuinely support human well-being.\u003c\/p\u003e\u003cp\u003e\u003cb\u003ePromising Paths Forward: \u003c\/b\u003e The book investigates exciting avenues toward AGI, including \u003cb\u003ehybrid models\u003c\/b\u003e blending symbolic and neural methods, \u003cb\u003eneuro-inspired architectures\u003c\/b\u003e, \u003cb\u003edevelopmental learning\u003c\/b\u003e, and \u003cb\u003enovel algorithms\u003c\/b\u003e that go beyond traditional approaches.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eNavigating the Future: \u003c\/b\u003e Finally, we confront the profound societal implications of AGI, discussing how to benchmark progress, manage potential risks like the \"singleton problem,\" and foster interdisciplinary collaboration to responsibly shape the future of AGI and its impact on humanity.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eWhy This Book Now?\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eAs AI rapidly evolves, understanding the distinction between what we have and what's possible has never been more critical. Whether you're an AI enthusiast, a researcher, a policymaker, or simply curious about the future of intelligence, \u003ci\u003e AGI - Beyond Current Models\u003c\/i\u003e provides the clarity and depth you need to navigate this transformative era.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFor AI Professionals and Innovators: \u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eThis work critically evaluates the ambitions and technical realities of key AI initiatives, including \u003cb\u003eMeta's Superintelligence Project, Google Gemini, and OpenAI's GPTs\u003c\/b\u003e. Through a direct comparison, I illuminate their respective contributions to the current AI paradigm and assess their potential paths toward artificial general intelligence.\u003c\/p\u003e\u003cp\u003eIf you work at one of these pioneering companies, or indeed any organization developing advanced AI, you will discover \u003cb\u003eactionable insights and strategic considerations for product improvements.\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47594777084055,"sku":"9798294002176","price":11346.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798294002176.webp?v=1774987129","url":"https:\/\/atlanticbooks.com\/products\/agi-beyond-current-models-9798294002176","provider":"Atlantic Books","version":"1.0","type":"link"}