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Bill Fulkerson

Anatomy of an AI System - 1 views

shared by Bill Fulkerson on 14 Sep 18 - No Cached
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    "With each interaction, Alexa is training to hear better, to interpret more precisely, to trigger actions that map to the user's commands more accurately, and to build a more complete model of their preferences, habits and desires. What is required to make this possible? Put simply: each small moment of convenience - be it answering a question, turning on a light, or playing a song - requires a vast planetary network, fueled by the extraction of non-renewable materials, labor, and data. The scale of resources required is many magnitudes greater than the energy and labor it would take a human to operate a household appliance or flick a switch. A full accounting for these costs is almost impossible, but it is increasingly important that we grasp the scale and scope if we are to understand and govern the technical infrastructures that thread through our lives. III The Salar, the world's largest flat surface, is located in southwest Bolivia at an altitude of 3,656 meters above sea level. It is a high plateau, covered by a few meters of salt crust which are exceptionally rich in lithium, containing 50% to 70% of the world's lithium reserves. 4 The Salar, alongside the neighboring Atacama regions in Chile and Argentina, are major sites for lithium extraction. This soft, silvery metal is currently used to power mobile connected devices, as a crucial material used for the production of lithium-Ion batteries. It is known as 'grey gold.' Smartphone batteries, for example, usually have less than eight grams of this material. 5 Each Tesla car needs approximately seven kilograms of lithium for its battery pack. 6 All these batteries have a limited lifespan, and once consumed they are thrown away as waste. Amazon reminds users that they cannot open up and repair their Echo, because this will void the warranty. The Amazon Echo is wall-powered, and also has a mobile battery base. This also has a limited lifespan and then must be thrown away as waste. According to the Ay
Bill Fulkerson

How to understand cells, tissues and organisms as agents with agendas | Aeon Essays - 0 views

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    But when cognitive science turned its back on behaviourism more than 50 years ago and began dealing with signals and internal maps, goals and expectations, beliefs and desires, biologists were torn. All right, they conceded, people and some animals have minds; their brains are physical minds - not mysterious dualistic minds - processing information and guiding purposeful behaviour; animals without brains, such as sea squirts, don't have minds, nor do plants or fungi or microbes. They resisted introducing intentional idioms into their theoretical work, except as useful metaphors when teaching or explaining to lay audiences. Genes weren't really selfish, antibodies weren't really seeking, cells weren't really figuring out where they were. These little biological mechanisms weren't really agents with agendas, even though thinking of them as if they were often led to insights.
Steve Bosserman

When the state is unjust, citizens may use justifiable violence | Aeon Ideas - 0 views

  • Here’s a philosophical exercise. Imagine a situation in which a civilian commits an injustice, the kind against which you believe it is permissible to use deception, subterfuge or violence to defend yourself or others. For instance, imagine your friend makes an improper stop at a red light, and his dad, in anger, yanks him out of the car, beats the hell out of him, and continues to strike the back of his skull even after your friend lies subdued and prostrate. May you use violence, if it’s necessary to stop the father? Now imagine the same scene, except this time the attacker is a police officer in Ohio, and the victim is Richard Hubbard III, who in 2017 experienced just such an attack as described. Does that change things? Must you let the police officer possibly kill Hubbard rather than intervene?
  • Most people answer yes, believing that we are forbidden from stopping government agents who violate our rights. I find this puzzling. On this view, my neighbours can eliminate our right of self-defence and our rights to defend others by granting someone an office or passing a bad law. On this view, our rights to life, liberty, due process and security of person can disappear by political fiat – or even when a cop has a bad day. In When All Else Fails: The Ethics of Resistance to State Injustice (2019), I argue instead that we may act defensively against government agents under the same conditions in which we may act defensively against civilians. In my view, civilian and government agents are on a par, and we have identical rights of self-defence (and defence of others) against both. We should presume, by default, that government agents have no special immunity against self-defence, unless we can discover good reason to think otherwise. But it turns out that the leading arguments for special immunity are weak.
Bill Fulkerson

Why a 400-Year Program of Modernist Thinking is Exploding | naked capitalism - 0 views

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    " Fearless commentary on finance, economics, politics and power Follow yvessmith on Twitter Feedburner RSS Feed RSS Feed for Comments Subscribe via Email SUBSCRIBE Recent Items Links 3/11/17 - 03/11/2017 - Yves Smith Deutsche Bank Tries to Stay Alive - 03/11/2017 - Yves Smith John Helmer: Australian Government Trips Up Ukrainian Court Claim of MH17 as Terrorism - 03/11/2017 - Yves Smith 2:00PM Water Cooler 3/10/2017 - 03/10/2017 - Lambert Strether Why a 400-Year Program of Modernist Thinking is Exploding - 03/10/2017 - Yves Smith Links 3/10/17 - 03/10/2017 - Yves Smith Why It Will Take a Lot More Than a Smartphone to Get the Sharing Economy Started - 03/10/2017 - Yves Smith CalPERS' General Counsel Railroads Board on Fiduciary Counsel Selection - 03/10/2017 - Yves Smith Another Somalian Famine - 03/10/2017 - Yves Smith Trade now with TradeStation - Highest rated for frequent traders Why a 400-Year Program of Modernist Thinking is Exploding Posted on March 10, 2017 by Yves Smith By Lynn Parramore, Senior Research Analyst at the Institute for New Economic Thinking. Originally published at the Institute for New Economic Thinking website Across the globe, a collective freak-out spanning the whole political system is picking up steam with every new "surprise" election, rush of tormented souls across borders, and tweet from the star of America's great unreality show, Donald Trump. But what exactly is the force that seems to be pushing us towards Armageddon? Is it capitalism gone wild? Globalization? Political corruption? Techno-nightmares? Rajani Kanth, a political economist, social thinker, and poet, goes beyond any of these explanations for the answer. In his view, what's throwing most of us off kilter - whether we think of ourselves as on the left or right, capitalist or socialist -was birthed 400 years ago during the period of the Enlightenment. It's a set of assumptions, a particular way of looking at the world that pushed out previous modes o
Bill Fulkerson

Victorian Central Banks and the Myth of Independence | naked capitalism - 0 views

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    "The current paradigm of independent, inflation targeting central banks thus obscures the messy history of central banks as public institutions. Since their inception, monetary authorities have performed various different roles; while they served as guardians of price stability in Victorian England, they have originally served as developmental and fiscal agents for expansionary states, and have frequently continued to do so in the centuries since. Treating central bank independence as an ahistorical best practice approach is misleading, and we should recall that there have been alternatives to the current framework. As some have heralded the end of the era of central bank independence, while others have underscored the benefits of re-politicizing monetary policy, it is worth bearing this history in mind."
Steve Bosserman

How teaching AI to be curious helps machines learn for themselves - The Verge - 0 views

  • The problem with Montezuma’s Revenge is that it doesn’t provide regular rewards for the AI agent. It’s a puzzle-platformer where players have to explore an underground pyramid, dodging traps and enemies while collecting keys that unlock doors and special items. If you were training an AI agent to beat the game, you could reward it for staying alive and collecting keys, but how do you teach it to save certain keys for certain items, and use those items to overcome traps and complete the level? The answer: curiosity.
Bill Fulkerson

A three-agent robotic system for Mars exploration - 0 views

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    NASA has recently been planning a new mission called Mars 2020, which entails sending a helicopter to Mars, alongside conventional ground rovers. While the main objective of this mission is to test the feasibility of operating the helicopter on the red planet, if successful, it could open up new possibilities for Mars exploration. In other words, this mission could pave the way toward other missions involving the deployment of Mars copters, which may be able to produce more information about the ground, terrain and obstacles ahead of the rovers.
Bill Fulkerson

Socio-Cultural Longitude - 0 views

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    People the world over have acquired a passing familiarity with epidemic models, critical threshold values for transmission (R0), comorbidities, and exponential growth. But these insights into the pandemic are like Harrison's H1-3; they focus on a few elements of the problem. The pandemic is every bit as much a problem of the non-linear dynamics of markets, the cognitive biases of decision-makers, the collective dynamics of groups, and the coevolution of biological species - humans, mammalian food sources, and viral agents.
Bill Fulkerson

Alignment with Market Forces: The "Re-Whithering" of Infectious Diseases | Open Forum I... - 0 views

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    Given constant emergence of new infectious threats, Infectious Diseases (ID) should be one of the most attractive medical specialties to students and trainees. Yet, ID Fellowship programs continue to not fill in the match, and ID remains among the lowest paid specialties. Nearly 35 years after Dr. Petersdorf first asked the question, we find ourselves once again wondering, "Whither Infectious Diseases?" To answer this question, and align with predominant US market forces, ID experts should push for: 1) restrictions regarding utilization of ID diagnostics and antimicrobial agents; 2) pay-for-performance measures regarding antimicrobial prescribing rates; and 3) healthcare reform as called for by the American College of Physicians to move away from fee-for-service medicine. Einstein said, "Continuing to do the same thing over and over and expecting a different result is the definition of insanity." We must move towards alignment with market forces, to benefit our patients, society, and our colleagues.
Bill Fulkerson

Comparative host-coronavirus protein interaction networks reveal pan-viral disease mech... - 0 views

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    The emergence of three lethal coronaviruses in <20 years and the urgency of the COVID-19 pandemic have prompted efforts to develop new therapeutic strategies, including by repurposing existing agents. After performing a comparative analysis of the three pathogenic human coronaviruses severe acute respiratory syndrome coronavirus 1 (SARS-CoV-1), SARS-CoV-2, and Middle East respiratory syndrome coronavirus (MERS-CoV), we identified shared biology and host-directed drug targets to prioritize therapeutics with potential for rapid deployment against current and future coronavirus outbreaks.
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