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"Class Warfare "Towards a History of the Professional: On the Class Composition of the Research University" [Viewpoint Magazine]. From 2013, but it still looks interesting. By arrogating more power to the top layers of academic administrative elite, some in the academic profession saw the possibility of imbricating themselves into the same social class as capitalists, rather than simply serving them. Federal, state, and local laws changed to make students into consumers; courts ruled that public, non-profit universities could patent and own intellectual property; a new type of capital, venture capital, was developed to accelerate the transmission of research into products; and a sub-class of faculty, the adjunct, was formulated to teach the dregs of the expanding university system - those composing the massive undergraduate base, forced into higher education as a college degree became a de facto requirement for admission into any of the professions, and many other occupations. Graduate students and adjuncts took on the bulk of the teaching, freeing star faculty from the responsibility of lecturing to dullards for whom their words would be proverbial pearls before swine."

"The study, carried out with leading legal academics and experts, saw the LawGeex AI achieve an average 94% accuracy rate, higher than the lawyers who achieved an average rate of 85%. It took the lawyers an average of 92 minutes to complete the NDA issue spotting, compared to 26 seconds for the LawGeex AI. The longest time taken by a lawyer to complete the test was 156 minutes, and the shortest time was 51 minutes. The study made waves around the world and was covered across global media."

"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

"I will tell you without ceremony what the future actually holds for the inhabited terrain of North America. The big cities will have to contract severely and the process will be fraught and disorderly. The action will move to the small cities and small towns, especially the places that have a meaningful relationship with farming, food production, and the continent's inland waterways. The suburbs have three destinies, none of them mutually exclusive: slums, salvage, and ruins. The future has mandates of its own. If we want to remain civilized, we will be compelled to return to a landscape composed of relationships between town and country, at a scale that comports with the resource realities of the future. These days the failure of American imagination, especially at the university level, is epic."