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How Algorithms Create and Prevent Fake News: Exploring the Impacts of Social Media, Deepfakes, GPT-3, and More free ebook download

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Philosophy

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Author(s):	Noah Giansiracusa

Date:	2021	Format:	7z	Language:	English	ISBN/ASIN:	1484271548
Pages:	248	OCR:		Quality:		ISBN13:
Uploader:	topron	Upload Date:	7/27/2021 4:26:39 AM

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By explaining the flaws and foibles of everything from Google search to QAnonand by providing level-headed evaluations of efforts to fix themNoah Giansiracusa offers the perfect starting point for anyone entering the maze of modern digital media.
Jonathan Rauch, senior fellow at the Brookings Institute and contributing editor of The Atlantic
From deepfakes to GPT-3, deep learning is now powering a new assault on our ability to tell whats real and whats not, bringing a whole new algorithmic side to fake news. On the other hand, remarkable methods are being developed to help automate fact-checking and the detection of fake news and doctored media. Success in the modern business world requires you to understand these algorithmic currents, and to recognize the strengths, limits, and impacts of deep learning---especially when it comes to discerning the truth and differentiating fact from fiction. 
This book tells the stories of this algorithmic battle for the truth and how it impacts individuals and society at large. In doing so, it weaves together the human stories and whats at stake here, a simplified technical background on how these algorithms work, and an accessible survey of the research literature exploring these various topics.
How Algorithms Create and Prevent Fake News is an accessible, broad account of the various ways that data-driven algorithms have been distorting reality and rendering the truth harder to grasp. From news aggregators to Google searches to YouTube recommendations to Facebook news feeds, the way we obtain information today is filtered through the lens of tech giant algorithms. The way data is collected, labelled, and stored has a big impact on the machine learning algorithms that are trained on it, and this is a main source of algorithmic bias  which gets amplified in harmful data feedback loops. Dont be afraid: with this book youll see the remedies and technical solutions that are being applied to oppose these harmful trends. There is hope.
What You Will Learn
The ways that data labeling and storage impact machine learning and how feedback loops can occur
The history and inner-workings of YouTubes recommendation algorithm
The state-of-the-art capabilities of AI-powered text generation (GPT-3) and video synthesis/doctoring (deepfakes) and how these technologies have been used so far
The algorithmic tools available to help with automated fact-checking and truth-detection
Who This Book is For
People who dont have a technical background (in data, computers, etc.) but who would like to learn how algorithms impact society  business leaders who want to know the powers and perils of relying on artificial intelligence. A secondary audience is people with a technical background who want to explore the larger social and societal impact of their work.

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	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3019660	Book	https://tezfiles.com/file/7a754cc16547e/...		0.00	topron

Tags: Algorithms Create Deepfakes Exploring Fake Impacts Media News Prevent Social

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How Algorithms Create and Prevent Fake News: Exploring the Impacts of Social Media, Deepfakes, GPT-3, and More free ebook download

Category: Philosophy

Description: Click to see full description

Category:
Philosophy