Sunday, November 26, 2023
Research Week, Late Fall 2023
Saturday, November 11, 2023
Precarity and Artificial Intelligence: The Foundations of Modern AI
Labor casualization has been part of a larger tactical aim to reduce labor costs by reducing the number of laborers...This reduction of the total number of laborers can be achieved by replacing employees with machines. That replacement has been occurring from the beginning of the Industrial Revolution onward, but in the last two or three decades it has accelerated greatly due to advances in artificial intelligence (AI). A long-standing motive behind the recent massive investments in research in artificial intelligence is the desire by many of the world's richest people to eliminate the costs of relying on humans by replacing human laborers with automation.So it is natural to ask what sort of world is emerging as the result of the use of increasingly sophisticated AI in our present economy. Here we need to be careful, due to the number of shrill voices shouting either wildly positive or frighteningly negative predictions about the likely impacts of AI. I think we need to ask the following questions:
- First, what exactly is artificial machine intelligence? What is the theoretical basis of AI? How does it work? ...
Today we'll start trying to answer the questions stated above. And at the outset, I must state clearly that I am not an AI expert, although my technical education has exposed me in a rudimentary way to many of the concepts that will be mentioned in our discussion of AI.
"Optimization is the act of obtaining the best result under given circumstances. In design, construction, and maintenance of any engineering system, engineers have to take (sic) many...decisions. The ultimate goal of all such decisions is either to minimize the effort required or to maximize the desired benefit. Since the effort required or the benefit desired in any practical situation can be expressed as a function of certain decision variables, optimization can be defined as the process of finding the conditions that give the maximum or minimum value of a function." - Engineering Optimization: Theory and Practice, Rao, John Wiley and Sons, Inc., 2009
The function to be optimized is called the objective function. When we optimize the objective function, we are also interested in finding those values of the independent variables which produce the desired function maximum or minimum value. These values represent the amount of various inputs required to get the desired optimum output from a situation represented by the objective function.
- The current state of the art of machine learning
- The current state of the art of designing objective functions
- And the current state of the art of multi-objective mathematical optimization.
Monday, October 30, 2023
The Second Amendment As A Leading Cause of Childhood Death
Thursday, October 19, 2023
Introducing the Main Street Alliance
Sunday, October 15, 2023
The Distressing Mirror
"In other words, the shock dealt to Japanese society by Aum and the gas attack has still to be effectively analyzed, the lessons have yet to be learned. Even now, having finished interviewing the victims, I can't simply file away the gas attack, saying: “After all, this wasmerely an extreme and exceptional crime committed by an isolated lunatic fringe.” And what am I to think when our collective memory of the affair is looking more and more like a bizarre comic strip or an urban myth?"If we are to learn anything from this tragic event, we must look at what happened all over again, from different angles, in different ways. Something tells me things will only get worse if we don't wash it out of our metabolism. It’s all too easy to say, “Aum was evil.” Nor does saying, “This had nothing to do with evil' or 'insanity'" prove anything either. Yet the spell cast by these phrases is almost impossible to break, the whole emotionally charged “Us” versus “Them" vocabulary has been done to death."
In his closing essays, Murakami cites the abortive attempt by Aum Shinrikyo to win seats in the Japanese Diet during the 1990 elections, mentioning in particular an encounter he had with Aum rallies in the Shibuya ward of Tokyo. He speaks of the discomfort behind the revulsion he felt toward Aum and how he asked himself why he felt that revulsion, that horror. His answer was that he saw in Aum a mirror of Japanese society itself at the time, and of himself as a Japanese man. True, the mirror had distortions, yet it accurately reflected elements of the shadow self, the indwelling corruption which each of us must deal with on a daily basis in order not to descend into nihilistic destructiveness.
In order to take on the “self-determination” that Asahara provided, most of those who took refuge in the Aum cult appear to have deposited all their precious personal holdings of selfhood — lock and key — in that “spiritual bank" called Shoko Asahara. The faithfulrelinquished their freedom, renounced their possessions, disowned their families, discarded all secular judgment (common sense). "Normal" Japanese were aghast: How could anyone do such an insane thing? But conversely, to the cultists it was probably quite comforting. At last they had someone to watch over them, sparing them the anxiety of confronting each new situation on their own, and delivering them from any need to think for themselves.
A time of self-examination - both individual and collective - is urgently needed, both in the United States and throughout the West, particularly in those countries that have become "Murdochified." This is because the 21st Century has already begun to bring urgent societal challenges that will require intelligent responses on both an individual and a collective level. But if we are going to combine safely and equitably in order to craft collective responses, we need to be mentally healthy. We must, as much as possible, eliminate our susceptibility to the voices of cult leaders who appeal to the darkness within each of us in an attempt to turn us into an embodiment of the darkness that exists in these cult leaders. My concern is that achieving this may be a challenge in the United States.
Saturday, September 30, 2023
Trouble, As Sparks Fly Upward
It's looking like my blogging may be on hold for a while. Last week I was informed that one of my siblings has been diagnosed with a severe health issue. I am obliged therefore to drop a number of things so that I can fulfill my duty to my family. I don't exactly know yet what will be needed. I am flying to So. Cal. next week to find out.
Sunday, September 10, 2023
Precarity, Late Capitalism, And Artificial Intelligence: Pinocchio's Mischief
"...the decline in opportunities for college graduates (along with everyone else) is correlated with the rise in the concentration of economic power in the hands of an ever-shrinking elite. In fact, I will go even farther and assert that the decline in stable employment for college graduates (even those with technical professional degrees) is a direct outcome of the concentration of economic power at the top of society.Consider the fact that as of 2015, "America's 20 wealthiest people - a group that could fit comfortably in one single Gulfstream G650 luxury jet - now own more wealth than the bottom half of the American population combined..." These people therefore have an enormous amount of economic and political clout. And they have used (and continue to use) that clout in order to turn the American economy into a machine whose sole function is to make them as rich as possible. The increase in precarity, the casualization of increasing types of employment, and the increasing use of task automation and artificial intelligence are typical of the strategies which these wealthy and powerful people have deployed in order to maximize the wealth they can extract from the American economy while minimizing the amount of wealth they give to the rest of us. The aggressive expansion of the "gig" economy is another such strategy..."
- First, what exactly is artificial machine intelligence? What is the theoretical basis of AI? How does it work?
- What can AI do and not do?
- What countries are at the forefront of AI deployment in their societies?
- How will AI capabilities likely evolve over the next few decades?
- What effects might AI have on human life and human societies over the next few decades?
- How will AI affect the world of work over the next few decades?