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Artificial Intelligence for Humans, Volume 2 Nature-Inspired Algorithms


Jeff Heaton, "Artificial Intelligence for Humans, Volume 2: Nature-Inspired Algorithms"
English | ISBN: 1499720572 | 2014 | 242 pages | MOBI | 4 MB
Nature can be a great source of inspiration for artificial intelligence algorithms because its technology is considerably more advanced than our own. Among its wonders are strong AI, nanotechnology, and advanced robotics. Nature can therefore serve as a guide for real-life problem solving. In this book, you will encounter algorithms influenced by ants, bees, genomes, birds, and cells that provide practical methods for many types of AI situations. Although nature is the muse behind the methods, we are not duplicating its exact processes. The complex behaviors in nature merely provide inspiration in our quest to gain new insights about data. Artificial Intelligence for Humans is a book series meant to teach AI to those readers who lack an extensive mathematical background. The reader only needs knowledge of basic college algebra and computer programming. Additional topics are thoroughly explained. Every chapter also includes a programming example. Examples are currently provided in Java, C#, and Python. Other languages are planned. No knowledge of biology is needed to read this book. With a forward by Dave Snell.

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Artificial Intelligence A Guide for Thinking Humans


Melanie Mitchell, "Artificial Intelligence: A Guide for Thinking Humans"
English | ISBN: 0241404827 | 2019 | 256 pages | MOBI | 17 MB
No recent scientific enterprise has been so alluring, terrifying, and filled with extravagant promise and frustrating setbacks as artificial intelligence. How intelligent are the best of today's AI programs? To what extent can we entrust them with decisions that affect our lives? How human-like do we expect them to become, and how soon do we need to worry about them surpassing us in most, if not all, human endeavours?

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Aristotelian Ontological Priority and Metaphysical Grounding


Bryan C. Reece, "Aristotelian Ontological Priority and Metaphysical Grounding "
English | ISBN: 1009547968 | 2026 | 75 pages | PDF | 2 MB
Many think that reality is structured such that some beings are more fundamental than others and characterize this structure in terms of 'grounding.' Grounding is typically regarded as explanatory and as exhibiting certain order-theoretic properties: asymmetry, irreflexivity, and transitivity. Aristotle's notion of ontological priority, which inspired discussions of grounding, also has these features. This Element clarifies Aristotle's discussions of ontological priority, explores how it relates to other kinds of priority, and identifies important connections to metaphysical grounding. Aristotle provides numerous examples that appear to impugn ontological priority's order-theoretic coherence. This is Aristotle's 'Priority Problem.' But Aristotle has an independently motivated solution that eliminates the threat from each of the apparently problematic examples and explains why such examples are ubiquitous. The Element argues that a ground-theoretic analog of Aristotle's solution to the Priority Problem addresses recent challenges to grounding.

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Aquinas, Original Sin, and the Challenge of Evolution


Daniel W. Houck, "Aquinas, Original Sin, and the Challenge of Evolution"
English | ISBN: 1108493696 | 2020 | 292 pages | PDF | 2 MB
Is original sin compatible with evolution? Many today believe the answer is 'No'. Engaging Aquinas's revolutionary account of the doctrine, Daniel W. Houck argues that there is not necessarily a conflict between this Christian teaching and mainstream biology. He draws on neglected texts outside the Summa Theologiae to show that Aquinas focused on humanity's loss of friendship with God - not the corruption of nature (or personal guilt). Aquinas's account is theologically attractive in its own right. Houck proposes, moreover, a new Thomist view of original sin that is consonant with evolution. This account is developed in dialogue with biblical scholarship on Jewish hamartiology and salient modern thinkers (including Kant, Schleiermacher, Barth, and Schoonenberg), and it is systematically connected to debates over nature, grace, the desire for God, and justification. In addition, the book canvasses a number of neglected premodern approaches to original sin, including those of Anselm, Abelard, and Lombard.

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