Free A Humans Guide to Machine Intelligence BY Kartik Hosanagar

  • Hardcover
  • 272
  • A Humans Guide to Machine Intelligence
  • Kartik Hosanagar
  • en
  • 23 June 2018
  • 9780525560883

Kartik Hosanagar Á 6 Free read

Summary A Humans Guide to Machine Intelligence Kartik Hosanagar Á 6 Free read Download ↠ PDF, eBook or Kindle ePUB Á Kartik Hosanagar Why they occasionally go rogue what drives our trust in them and the many ramifications of algorithmic decision making He examines episodes like Microsoft's chatbot Tay which was designed to converse on social media like a teenage girl but instead turned sexist and racist; the fatal accidents of self driving cars; and even our own common and often frustrating experiences on services like Netflix and A Human's Guide to Machine Intelligence is an entertaining and provocative look at one of the most important developments of our time and a practical user's guide to this first wave of practical artificial intelligen. Some good points and examplesA uick read on topics and issues that are important in this new world of AI and machines The examples are good but felt rushed and under developed Overall it s an ok book for those with less exposure to AI and its implications

Summary A Humans Guide to Machine IntelligenceA Humans Guide to Machine Intelligence

Summary A Humans Guide to Machine Intelligence Kartik Hosanagar Á 6 Free read Download ↠ PDF, eBook or Kindle ePUB Á Kartik Hosanagar Ges In his new book Kartik Hosanagar surveys the brave new world of algorithmic decision making and reveals the potentially dangerous biases they can give rise to as they increasingly run our lives He makes the compelling case that we need to arm ourselves with a better deeper nuanced understanding of the phenomenon of algorithmic thinking And he gives us a route in pointing out that algorithms often think a lot like their creators that is like you and meHosanagar draws on his experiences designing algorithms professionally as well as on history computer science and psychology to explore how algorithms work and. Enjoyable and insightful read puts Artificial Intelligence in perspective for everyoneA very easy read that will help everyone get caught up on the state of the art of Artificial Intelligence how we got here and the path that lies ahead Through out the book there were anecdotes and examples from history and living memory that were really fun to learn about The last part of the book was very thought provoking in terms of describing the crossroads we are at with AI as a society and the opportunities that lie ahead

Download ↠ PDF, eBook or Kindle ePUB Á Kartik Hosanagar

Summary A Humans Guide to Machine Intelligence Kartik Hosanagar Á 6 Free read Download ↠ PDF, eBook or Kindle ePUB Á Kartik Hosanagar A Wharton professor and tech entrepreneur examines how algorithms and artificial intelligence are starting to run every aspect of our lives and how we can shape the way they impact usThrough the technology embedded in almost every major tech platform and every web enabled device algorithms and the artificial intelligence that underlies them make a staggering number of everyday decisions for us from what products we buy to where we decide to eat to how we consume our news to whom we date and how we find a job We've even delegated life and death decisions to algorithms decisions once made by doctors pilots and jud. Listen And understand That Terminator is out there It can t be bargained with can t be reasoned with It doesn t feel pity or remorse or fear and it absolutely will not stop EVER Until you are dead Michael Biehn aka Sgt Kyle Reese in TerminatorThe chilling lines set out above have now attained iconic status Taken from the Hollywood blockbuster Terminator starring an incredibly evil Arnold Schwarzenegger the movie lays down the setting for a time when mankind is taken over by made subservient to before being completely dominated by the forces of Artificial Intelligence AI At time of this writing while we are not yet the helpless lab rats of and for Skynet we are close to reaching an inflection point in our employ of and interaction with AI From the notion of driverless cars to robotic surgeries the cross winds of AI are buffeting the world of Science and Technology The burgeoning rise of AI has invariably spawned a debate that has an unambiguous vertical divide On side of the deliberation stand eternal optimists of the likes of Ray Kurzweil who are ready to burn their very barns betting on the potential of AI Kurzweil in fact is so fervent a believer in the tenets of AI that he vehemently believes in a concept termed Singularity In a bestseller having the same title as the concept Kurzweil proposes that by the year 2045 Singularity will help us multiply our effective intelligence a billion fold by merging with the intelligence we have created Opposing Kurzweil and his band of egregious brothers are the likes of James Barrat In his own bestseller Our Final Invention Barrat advocates extreme caution when it comes to the employ of AI Barrat takes pains to adumbrate the fact that ASI instead of being the embodiment of an agglomeration of sentient notions will be a scheming sinister surgical monster of intelligence having both the potential and inclination to wipe humanity off the face of Planet Earth The force of self perpetuation inbuilt in a machine with ASI will be in a position to repurpose the world s molecules using nanotechnology thereby leading to ecophagy eating the environment So is AI the proverbial bane or the uintessential boom In his measured work A Human s Guide to Machine Intelligence How Algorithms Are Shaping Our Lives and How We Can Stay in Control Kartik Hosanagar the John C Hower Professor of Technology and Digital Business and a Professor Marketing at the Wharton School of the University of Pennsylvania attempts to answer this very uestion From an entangled mesh of conflicts confusions and conundrums Mr Hosanagar tries to ascertain whether AI posits an existential crisis or if the concerns regarding machine learning represent an outlandish exaggeration This Mr Hosanagar proposes to do by broadly answering the following uestions What causes algorithms to behave in unpredictable biased and potentially harmful ways If algorithms can be irrational and unpredictable how do we decide when to use them And How do we as individuals who use algorithms in our personal or professional lives and as a society shape the narrative of how algorithms impact usBeginning with the astonishing example of two contradictory and divergent outcomes originating from two identical endeavours by the same Company Mr Hosanagar sets the platform for an informed discussion In 2014 Microsoft launched XioIce a chatbot in China The result was a phenomenal success with users raving endlessly over their fabulous interactions with XioIce Bolstered by this result Microsoft launched Tay an artificial intelligence chatter bot via Twitter on March 23 2016 it caused subseuent controversy when the bot began to post inflammatory and offensive tweets through its Twitter account forcing Microsoft to shut down the service only 16 hours after its launch As Mr Hosanagar elucidates As machines become intelligent and dynamic they also become unpredictable As Mr Hosanagar takes the trouble to educate to his readers Google s self driving car is based on algorithms that in turn are based on rules not programmed by humans directly but instead trained on a database of videos of humans driving that allow it to arrive at its own driving policy using machine learning A self driving car that learns like a teenager in a driver s education class may not inspire confidence but as Hosanagar observes the algorithm has driven millions of miles in training something almost no human has ever doneSo how can algorithms and their users co exist with confidence instead of getting entangled in a ueasy relationship characterized by mistrust and apprehension Mr Hosanagar banks on a solution proposed by the founding fathers of American Democracy and even the creators of Magna Carta In his own words based on what we know about AI and its potential impacts on society I believe there should be four main pillars of an algorithmic bill of rights including a set of responsibilities for users of decision making algorithms1 First those who use algorithms or who are impacted by decisions made by algorithms should have a right to a description of the data used to train them and details as to how that data was collected 2 Second those who use algorithms or who are impacted by decisions made by algorithms should have a right to an explanation regarding the procedures used by the algorithms expressed in terms simple enough for the average person to easily access and interpret These first two pillars are both related to the general principle of transparency 3 Third those who use algorithms or who are impacted by decisions made by algorithms should have some level of control over the way those algorithms work that is there should always be a feedback loop between the user and the algorithm and 4 Fourth those who use algorithms or who are impacted by decisions made by algorithms should have the responsibility to be aware of the unanticipated conseuences of automated decision making Mr Hosanagar also derives inspiration from the words of caution sounded by pioneers of scientific temper who warned the world about the perils of their own invention Just days before his death Albert Einstein whose brainchild hastened the consummation of the Manhattan Project drafted the Russell Einstein Manifesto an elouent call to scientists to act for the good of humanity Supported by other such notable scientists and intellectuals as Max Born Fr d ric Joliot Curie Linus Pauling and Bertrand Russell the manifesto statesThere lies before us if we choose continual progress in happiness knowledge and wisdom Shall we instead choose death because we cannot forget our uarrels We appeal as human beings to human beings Remember your humanity and forget the rest If you can do so the way opens to a new Paradise if you cannot there lies before you the risk of universal deathWhile Mr Hosanagar candidly acknowledges that abandoning AI would be akin to driving ourselves back to the Stone Age there is no dispute that great care and caution ought to be exercised before embracing AI wholesale And towards this endeavor A Human s Guide to Machine Intelligence is a thought provoking and hands on user s guide to this first seemingly esoteric sphere of dynamic and fluid technology