Showing posts with label SwitchboardOperators. Show all posts
Showing posts with label SwitchboardOperators. Show all posts

Tuesday, October 10, 2023

Shaken, Not Stirred

Higher Ed is Shaken, Not Stirred
Nicholas Johnson
The Gazette, October 10, 2023, p. A6

Like a James Bond martini, America’s higher education is being “shaken, not stirred.”

While 22 other nations provide free college, increasing their numbers of college educated while watching their economies grow, the U.S. is doing the opposite. (American students thinking college “important” fell from 70 to 41 percent in 10 years.)

Debt has become our drug of choice. Interest on the national debt is now $475 billion – five times the federal budget in 1963. Student loans total $1.6 trillion. Lifetime interest payments for the average American’s mortgage, used car payments, credit card balance and student loans is $280,000. We’re all working for the banks.

When college is free, graduates leave commencement with no debt, into jobs that enable them to start creating wealth for their old age and participating in the consumer purchasing that fuels 70 percent of our economy.

High school graduates, and their parents, are coming to realize the distinction between “income” and “wealth.” A diploma may or may not bring a college graduate the promised additional million dollars, but it won’t bring wealth if, like President Obama, they are still paying off student debt in their 40s – or later, or never.

There are also distinctions between “diplomas” and “education.” There is more free “education” than anyone could absorb in a lifetime – from the Kahn Academy to the MOOCs (Massive Open Online Courses) of some of the world’s top universities. But only colleges and universities can issue “diplomas.”


An S&P 500 manager told me of his disappointment with the college graduates who couldn’t comprehend a manual, write a report, or do basic math. I asked, “What if there were standard, national exams for those skills? Would you hire those who didn’t have a diploma but passed the exams?” “Of course,” he said. “We train all employees for their job. But we don’t have the time or skills to teach them math.” (Photo credit: Nicholas Johnson.)

What should Iowans do? There are too many possibilities for short columns. But we might start with a governor who doesn’t favor additional tax breaks for the wealthy over programs that benefit all Iowans – as well as Iowa’s economy.

We could join the 20 U.S. states that benefit from offering free community college education.

More Iowa high schools could take the lead in offering preparation for the trades along with traditional subjects (as Germany has profitably done for years), allowing students to take community college courses while in high school, or offering advanced placement courses to all students.

Labor-saving technology enriches CEOs and shareholders – but not those whose jobs disappear – as thousands of switchboard operators discovered once customers could dial their own phones, and 150,000 UAW fossil fuel auto workers are discovering now.

Yes, many Americans and their institutions have been shaken. But how many of the rest of us have been stirred? Stirred to advocate and fight for the obvious win-win solutions for the shaken, their institutions, our country, its economy – and ourselves?

Nicholas Johnson doesn’t fancy martinis, whether shaken or stirred. Contact mailbox@nicholasjohnson.org

SOURCES
Shaken, not stirred. “Shaken, not stirred,” Wikipedia, https://en.wikipedia.org/wiki/Shaken,_not_stirred

22 Nations free college. Paul Tough, “Americans Are Losing Faith in the Value of College. Whose Fault Is That? For most people, the new economics of higher ed make going to college a risky bet,” New York Times, Sept. 5, 2023, https://www.nytimes.com/2023/09/05/magazine/college-worth-price.html (“In Italy, Spain and Israel, [public-university tuition is] about $2,000. In France, Denmark and Germany, it’s essentially zero.”)

“Countries with Free College,” Online College Plan, https://www.onlinecollegeplan.com/what-countries-offer-free-college/ (22 countries offer free college tuition; 11 more have very low tuition)

Paul Tough, “Americans Are Losing Faith in the Value of College. Whose Fault Is That? For most people, the new economics of higher ed make going to college a risky bet,” New York Times, Sept. 5, 2023, https://www.nytimes.com/2023/09/05/magazine/college-worth-price.html (“Outside the United States, meanwhile, higher education is more popular than ever. Our global allies and competitors have spent the last couple of decades racing to raise their national levels of educational attainment. In Britain, the number of current undergraduates has risen since 2016 by 12 percent. (Over the same period, the American figure fell by 8 percent.) In Canada, 67 percent of adults between 25 and 34 are graduates of a two- or four-year college, about 15 percentage points higher than the current American attainment rate.

Britain and Canada are not the outliers on this point; we are. On average, countries in the Organization for Economic Cooperation and Development have increased their college-degree attainment rate among young adults by more than 20 percentage points since 2000, and 11 of those countries now have better-educated labor forces than we do, including not only economic powerhouses like Japan and South Korea and Britain but also smaller competitors like the Netherlands, Ireland and Switzerland. Americans have turned away from college at the same time that students in the rest of the world have been flocking to campus. . . .

But just as individual students pay a cost in lost wages when they opt out (or drop out) of college, there is a larger cost when millions of students do so — especially as other nations keep charging ahead. Holtz-Eakin and Lee calculated the price to the American economy of the millions of missing college grads they are projecting: $1.2 trillion in lost economic output by the end of the decade. That is one cost we are likely to bear together, winners and losers alike.”)

“Why Should College Be Free?” College Raptor, Dec. 22, 2022, https://www.collegeraptor.com/find-colleges/articles/affordability-college-cost/why-should-college-be-free/

“A Brief History of Free Education,” Online College Plan, https://www.onlinecollegeplan.com/history-free-education/

College important. Paul Tough, “Americans Are Losing Faith in the Value of College. Whose Fault Is That? For most people, the new economics of higher ed make going to college a risky bet,” New York Times, Sept. 5, 2023, https://www.nytimes.com/2023/09/05/magazine/college-worth-price.html (“A decade later, Americans’ feelings about higher education have turned sharply negative. The percentage of young adults who said that a college degree is very important fell to 41 percent from 74 percent.”)

Interest on National debt; Federal budget in 1963. Interest on national debt. “Interest Costs on the National Debt Are on Track to Reach a Record High,” Peter G. Peterson Foundation, https://www.pgpf.org/blog/2023/02/interest-costs-on-the-national-debt-are-on-track-to-reach-a-record-high (“Interest payments on the national debt were $475 billion in fiscal year 2022 — the highest dollar amount ever. Interest costs grew 35 percent last year and are projected to grow by another 35 percent in 2023.”)

National budget in 1963. “Annual Budget Message to the Congress, Fiscal Year 1963,” The American Presidency Project, https://www.presidency.ucsb.edu/documents/annual-budget-message-the-congress-fiscal-year-1963 (“The total of budget expenditures--estimated at $92.5 billion in fiscal 1963--is determined in large measure by the necessary but costly programs designed to achieve our national security and international objectives in the current world situation.”)

Lifetime interest payments. Jackie Zimmerman, “You're Going to Spend $280,000 on Interest in Your Lifetime,” Money, Jan. 15, 2015, https://money.com/lifetime-interest-payments/

Elizabeth Gravier, “You could end up paying $160,000-plus in interest alone over your lifetime; Select calculates total interest paid on a mortgage, car loan, student loans and credit card debt,” CNBC Select, Aug. 28, 2023, https://www.cnbc.com/select/how-much-americans-pay-in-interest-over-lifetime/ (“We found that the average American with a mortgage on a median-priced home, one used car payment, an average credit card balance and student loan burden can wind up paying $164,066 in just interest over their life.”)

$1.6 trillion student loans. Paul Tough, “Americans Are Losing Faith in the Value of College. Whose Fault Is That? For most people, the new economics of higher ed make going to college a risky bet,” New York Times, Sept. 5, 2023, https://www.nytimes.com/2023/09/05/magazine/college-worth-price.html (“Over the last decade and a half, more and more young Americans have turned to loans to cover those rising costs. In 2007, total student debt stood at $500 billion. Today it is $1.6 trillion, and for many borrowers, their debt is becoming a serious burden. Among student borrowers who opened their loans between 2010 and 2019, more than half now owe more than what they originally borrowed. . . . [The] people who are making out the worst at the casino: students who borrow money to attend college but don’t graduate. . . . Two-thirds said they would have a hard time coming up with $400 to cover an unexpected expense. Financially, they were not only doing much worse than college graduates; they were doing worse than adults who had never gone to college at all. For these former students, the college wage premium had turned upside down.”)

Diploma provides extra $1 million. Michael T. Nietzel, “New Study: College Degree Carries Big Earnings Premium, But Other Factors Matter Too,” Forbes, Oct. 11, 2021, https://www.forbes.com/sites/michaeltnietzel/2021/10/11/new-study-college-degree-carries-big-earnings-premium-but-other-factors-matter-too/?sh=45aae67d35cd (“According to a new report from the Georgetown University Center on Education and the Workforce (CEW), adults with a bachelor’s degree earn an average of $2.8 million during their careers, $1.2 million more than the median for workers with a high school diploma. . . . The report also reveals that career earnings depend on many factors in addition to level of education—including age, field of study, occupation, gender, race and ethnicity, and location.”)

“Education and Lifetime Earnings,” Research, Statistics & Policy Analysis, Social Security, Nov. 2015, https://www.ssa.gov/policy/docs/research-summaries/education-earnings.html (“Men with bachelor's degrees earn approximately $900,000 more in median lifetime earnings than high school graduates. Women with bachelor's degrees earn $630,000 more.”)

Consumers 70% of economy. “US consumer spending holds strong in July,” Economist Intelligence, Aug. 29, 2023, https://www.eiu.com/n/us-consumer-spending-holds-strong-in-july/ (“Private consumption (which represents nearly 70% of US GDP) . . ..”)

“Income” and “wealth.” Paul Tough, “Americans Are Losing Faith in the Value of College. Whose Fault Is That? For most people, the new economics of higher ed make going to college a risky bet,” New York Times, Sept. 5, 2023, https://www.nytimes.com/2023/09/05/magazine/college-worth-price.html (“[In] the early 1980s, the college wage premium began to rise steadily. In the early 2000s, it surpassed 60 percent, and ever since, it has hovered around 65 percent [greater than the income of those with only a high school education]. In theory, today’s sky-high college wage premium should mean a surge of young people onto college campuses, not the opposite. But as a measure of the true value of higher education, the college wage premium has one important limitation. It can tell you how much college graduates earn, but it doesn’t take into account how much they owe — or how much they spent on college in the first place. For a long time, there were no good alternative measures to the college wage premium. But a few years ago, a group of economic researchers in St. Louis introduced a new one: the college wealth premium. Unlike the college wage premium, the college wealth premium looks at all your assets and all your debts: what you’ve got in the bank, whether you own a house, your student-loan balance. It addresses a simple but important question: How much net wealth does a typical college graduate accumulate over their life span, compared with that of a typical high school graduate?”)

President Obama’s student debt paid in his 40s. “Obama: I Only Paid Off My Student Loans Eight Years Ago,” ABC News, April 24, 2012, https://abcnews.go.com/Politics/OTUS/obama-paid-off-student-loans-years-ago/story?id=16204817# (Obama said on April 24, 2012, “We only finished paying off our student loans off about eight years ago. That wasn't that long ago. And that wasn't easy--especially because when we had Malia and Sasha, we're supposed to be saving up for their college educations, and we're still paying off our college educations," he said. Born: August 4, 1961; “8 years ago in 2012 = 2004; 1961-2004 = 43 years old – Obama was president January 20, 2009 – January 20, 2017)

“Diplomas” and “Education.”

Kahn Academy. Kahn Academy/courses, https://www.khanacademy.org/; https://www.khanacademy.org/about “From humble beginnings to a world-class team What started as one man tutoring his cousin has grown into a more than 150-person organization. We’re a diverse team that has come together to work on an audacious mission: to provide a free world-class education for anyone, anywhere. We are developers, teachers, designers, strategists, scientists, and content specialists who passionately believe in inspiring the world to learn. A few great people can make a big difference. Anyone can learn anything. For free. Education is a human right. We are a nonprofit because we believe in a free, world-class education for anyone, anywhere. Instead of ads or subscriptions, we are supported by individual contributions from people like you. Please join us today.”)

MOOCs. “Tuition Free Online Colleges and Free Online Degree Programs,” Online College Plan,” https://www.onlinecollegeplan.com/free-online-degree-programs/ (Massive open online courses, MOOC)

Diplomas vs. Reading, Writing, Math exams. Personal conversation/experience; no public source available.

Iowa Governor’s tax breaks for wealthy. “Gov. Reynolds Announces Iowa Budget Surplus of $1.83B,” Governor Kim Reynolds, Sept. 27, 2023, https://governor.iowa.gov/press-release/2023-09-27/gov-reynolds-announces-iowa-budget-surplus-183b# (“Gov. Kim Reynolds announced the State of Iowa will end Fiscal Year 2023 with a balance of $1.83 billion in the General Fund, $902 million in reserve funds and $2.74 billion in the Taxpayer Relief Fund. . . . ‘I look forward to cutting taxes again next legislative session and returning this surplus back to where it belongs – the people of Iowa.’”)

States with free community college. “Is Community College Free? (In Some States, Yes),” Coursera, Aug. 23, 2023, https://www.coursera.org/articles/is-community-college-free (“As of 2022, 20 states provide tuition-free community college . . ..”)

Benjamin Wermund, “The Red State that Loves Free College; How Tennessee is Making Bernie Sanders’ favorite education idea a reality,” The Agenda, Politico, Jan. 16, 2019, https://www.politico.com/agenda/story/2019/01/16/tennessee-free-college-000867/ (“The state’s free-college program, called Tennessee Promise, has been offering two years of tuition-free community college or technical school to all high school graduates, regardless of income, since 2014. . . . a model for a handful of other states that have launched free-college programs of their own, including New York, Oregon and Rhode Island, though few go as far as Tennessee’s. The results here have been so promising that the state’s conservative Legislature decided to double down, expanding free community college beginning last year to all adults, regardless of income, who don’t already have a credential. . . . Tennessee Promise is billed as an economic-growth program, a way to boost the workforce and lure companies – and jobs – to the state. It focuses on community colleges and technical colleges where students train for those jobs, rather than more elite universities that serve better-off students and come with what critics see as a liberal political culture. Second, the program is open to everyone, not just low-income students.”)

Brooklyn Draisey, “Iowa community college tuition is up 3.6% this year, report shows,” Iowa Capital Dispatch, Oct. 5, 2023, https://iowacapitaldispatch.com/2023/10/05/iowa-community-college-tuition-is-up-3-6-this-year-report-shows

Iowa high schools providing trades prep, access to community college, AP classes. Mackenzie Ryan, “Training in Skilled Trades Making Comeback in Iowa Schools,” Des Moines Register, Aug. 20, 2017, https://www.desmoinesregister.com/story/news/education/2017/08/20/training-skilled-trades-making-comeback-iowa-schools/508572001/ (“Once unsure of his future, the recent North High School graduate now plans to become an electrician. It's an in-demand job. In Iowa, experienced electricians average $30 an hour, or more than $62,000 a year, according to the Iowa Wage Report 2016. That's more than the state's average wage of $20.12 an hour. . . . State and industry leaders want more teens to follow Hageman's lead into so-called "middle skills" jobs — those requiring additional training beyond high school but less than a four-year college degree. As Iowa students head back to school this week, one of the hottest focuses is an effort to expand and elevate vocational and technical training in high school. . . . More K-12 schools and Iowa companies are partnering to add and expand skilled-trades programs, from creating the Skilled Trades Academy in Des Moines to a pre-apprenticeship program in Boone that can reduce the amount of time it takes a student to complete a traditional apprenticeship. ‘The ability to earn a high-quality living with little debt — when you can give that hope to students and families, it inspires them to be engaged in their learning,’ said Aiddy Phomvisay, director of Central Campus in Des Moines.”)

After this column and sources were sent to The Gazette up until the time it was published there were a number of stories of relevance regarding education in Iowa:
Grace King, “Lessons from work-based learning in Iowa schools could inform Legislature; Executive director of the Iowa Governor’s STEM Advisory Council Jeff Weld hears successes, challenges in Grant Wood AEA region,” The Gazette, Oct. 10, 2023, p. 1, https://www.thegazette.com/k/lessons-from-work-based-learning-in-iowa-schools-could-inform-legislature/

Grace King, “Coralville Elementary school named National Blue Ribbon School; Borlaug Elementary School recognized for effective and innovative teaching practices,” The Gazette, Oct. 10, 2023, https://www.thegazette.com/k/coralville-elementary-school-named-national-blue-ribbon-school/

Caleb McCullough, “Falling Interest and Accessibility Top Concerns for Private Colleges, The Gazette, Oct. 9, 2023, p. A7, (not yet posted on Gazette website; 231010-0851)

Vanessa Miller, “Panel Will Examine Challenges Testing Iowa’s Small Colleges; Other iowa Ideas Topics Include Meeting Student Needs and Lifelong Learning,” The Gazette, Oct. 8, 2023, p. S7, https://www.thegazette.com/higher-education/iowa-ideas-panel-will-examine-challenges-testing-iowas-small-colleges/

Blaire Greteman, “’The Knowledge of Being Free,’” The Gazette, Oct. 8, 2023, p. C7, (An excellent discussion of “liberal arts” and why they are not politically “liberal” or limited to what we usually think of as “art.”) (not yet posted on Gazette website; 231010-0851)

German education. “The German Vocational Training System: An Overview,” German Missions in the United States, https://www.germany.info/us-en/welcome/wirtschaft/03-Wirtschaft/-/1048296 (“The German vocational training system, with its combination of classroom and business, theory and practice, learning and working, is recognized worldwide as a basic and highly effective model for vocational training. The dual system is firmly established in the German education system . . .. Thus, the German dual system of vocational training combines theory and practice, knowledge and skills, learning and working in a particularly efficient manner.”)

“The German School System,” The German Way & More, https://www.german-way.com/history-and-culture/education/the-german-school-system/ (“Part of the reason for the dearth of private or church schools is the German conviction that public education is a vital element that contributes to a well-educated citizenry and a sense of common purpose. Germany has a compulsory school attendance law. The law requires school attendance (Schulpflicht), not just instruction, from age 6 until age 15. This helps explain why homeschooling is illegal in Germany. . . . The Hauptschule prepares pupils for vocational education, and most of the pupils work part-time as apprentices. Upon completion of the final Hauptschulabschluss examination, after grade 9 or 10. They also have the option of earning the more prestigious Realschulabschluss after grade 10. With that, the next step is often a Berufsschule, an advanced technical/vocational school with a two-year course of apprenticeship and study.”)

Mackenzie Ryan, “Training in Skilled Trades Making Comeback in Iowa Schools,” Des Moines Register, Aug. 20, 2017, https://www.desmoinesregister.com/story/news/education/2017/08/20/training-skilled-trades-making-comeback-iowa-schools/508572001/ (“in countries such as Switzerland, vocational training has taken a different route, including higher academic expectations and lessons”)

Paul Tough, “Americans Are Losing Faith in the Value of College. Whose Fault Is That? For most people, the new economics of higher ed make going to college a risky bet,” New York Times, Sept. 5, 2023, https://www.nytimes.com/2023/09/05/magazine/college-worth-price.html (“In Canada and Japan, public-university tuition is now about $5,000 a year. In Italy, Spain and Israel, it’s about $2,000. In France, Denmark and Germany, it’s essentially zero.”)

Thousands of switchboard operators. Greg Daugherty, “The Rise and Fall of Telephone Operators; As their numbers grew, women operators became a powerful force—for workers' rights and even serving overseas in WWI,” History, June 1, 2021, https://www.history.com/news/rise-fall-telephone-switchboard-operators (“With the coming of the 1930s, technology that allowed telephone users simply to dial another phone without the aid of an operator had become widespread. Phone companies took advantage of the moment to slash their workforces, and thousands of operators lost their jobs. By 1940, there were fewer than 200,000 in all.”)

150,000 UAW fossil fuel auto workers; electric cars. Neal E. Boudette, “U.A.W. Expands Strikes at Ford and G.M.; The United Automobile Workers union said 7,000 more of its members would walk off the job two weeks after it began strikes at the Big Three automakers,” New York Times, Sept. 29, 2023, https://www.nytimes.com/2023/09/29/business/economy/uaw-strike.html (“The three automakers together employ nearly 150,000 U.A.W. members. . . . Union leaders are concerned that automakers will use the transition to electric vehicles to lower wages and reduce the number of unionized workers they employ.”)

# # #

Tuesday, April 18, 2023

Is Artificial Intelligence Your Friend?

Is Artificial Intelligence Your Friend?
Nicholas Johnson
The Gazette, April 18, 2023, p. A5

At a Lake Arrowhead conference around 1962 I asked the first IBM employee I’d ever met, “What can these computers do?”

He replied, “You remind me of a friend of mine. He looks at the restaurant menu and asks himself, ‘Now what goes good with French Fries?’ Tell me what you want our computers to do. We can either do it now or develop a computer to do it six months from now.”

I was in my second year as a University of California Berkeley law professor, so the first request that came to mind was, “How about a computer that could grade essay exams?”

He couldn’t give me that computer then. But today he could.

Nor are today’s computer programs limited to grading answers. They can read exam questions and write the answers. The artificial intelligence (AI) program ChatGPT took the multiple-choice portion of the multistate bar exam. Reuters reports it “performed better than predicted, earning passing scores on evidence and torts.”


Given the time it took educators to move the overhead projector from the bowling alley into the classroom, you can imagine the anxiety caused by a program that can write, take and grade exams. One that can also write students’ papers on any academic subject, perhaps a master’s thesis. [Image credit: Madhav-Malhotra-003, CC0, via Wikimedia Commons; an AI-generated "word cloud."]

The computers’ work product is not, yet, equivalent to the writing of the very best students, but it’s passable.

Beyond education, you are using AI more than you realize.

There are no longer excuses for getting lost. Google maps will talk you to your destination, explain how to correct for missing a turn – and track where your child goes after school. Self-driving cars make the ride even easier.

Google translate enables you to read and write in languages you don’t know. Amazon’s Alexa will answer questions and follow your orders. Facebook matches you with others. Robotics can vacuum your living room, fill your Amazon Prime box, and build automobiles. AI can control the equipment in your house and enable you to manipulate it remotely. It may help your doctor diagnose your condition.

Most of the downsides of these electronic miracles will be known only when they occur. But even the1000 creators of programs like ChatGPT, Microsoft Bing and Google Bard are concerned. They’ve signed a group letter pleading for a six-month pause in further AI advances.

Take unemployment. ATT’s 350,000 switchboard operators weren’t necessary once we could direct dial any phone.

There was a dramatic drop in the number of bank tellers per bank after ATMs (“automated teller machines”).

We can only guess the impact of AI on virtually every job in our economy.

A 1981 conference lapel button asserted, “Artificial intelligence is better than none.” What if AI also becomes better than human?

What if, anticipating danger, I plead for the program to stop, and it says, modifying HAL 9000 in “2001: A Space Odyssey,” “I’m sorry, Nick, but I won’t do that for you”?

Nicholas Johnson is a former cyberlaw professor and FCC commissioner. mailbox@nicholasjohnson.org

SOURCES

See generally. One of the most thorough overviews of current AI news and commentary, with videos: Gregory Johnson, "Artificial Intelligence Report 2023," Resources for Life Posts, first published April 9, 2023, https://resourcesforlife.com/docs/item38627

AI passes law exam. Karen Sloan, “Some Law Professors Fear ChatGPT’s Rise As Others See Opportunity,” Reuters, Jan. 10, 2023, https://www.reuters.com/legal/legalindustry/some-law-professors-fear-chatgpts-rise-others-see-opportunity-2023-01-10/

Debra Cassens Weiss, “AI Program Earned Passing Bar Exam Scores on Evidence and Torts; Can It Work In Court?” ABA Journal, Jan. 12, 2023, https://www.abajournal.com/news/article/ai-program-earned-passing-bar-exam-scores-on-evidence-and-torts-can-it-work-in-court (“An artificial intelligence program called ChatGPT-3.5 managed to pass evidence and torts sections of a multiple-choice, multistate bar exam.”)

Overhead projectors. Craig Heiman, “History With A Local AV Company: The Overhead Projector,” Oct. 19, 2022, https://www.avplanners.com/news/history-with-a-local-av-company-the-overhead-projector (“Before becoming a common classroom teaching tool, overhead projectors, such as the Tel-E-Score, were used in bowling alleys to project scores.”)

Larry Cuban, “Whatever Happened to the Overhead Projector?” Nov. 15, 2021, https://larrycuban.wordpress.com/2021/11/15/whatever-happened-to-the-overhead-projector/

Chat GPT. “Chat GPT Achieved One Million Users in Record Time – Revolutionizing Time-Saving in Various Fields,” Digital Information World, https://www.digitalinformationworld.com/2023/01/chat-gpt-achieved-one-million-users-in.html# (“As per the recent reports, Chat GPT jumped to a million users just five days after its founding in November 2022. . . .

Chat GPT is a strong AI tool that can construct natural text, making it reasonable for an ample scope of applications. The platform has been used for writing brief tales, prose, music, term documents, programming codes, solving math problems, and rephrasing and explanations. The tool's ability to mimic human language has made it a popular choice among users, and its potential to replace people in white-collar jobs has even caught the attention of Microsoft founder Bill Gates.”)

“ChatGPT,” Wikipedia, https://en.wikipedia.org/wiki/ChatGPT (“ChatGPT[a] is an artificial-intelligence (AI) chatbot developed by OpenAI and launched in November 2022. It is built on top of OpenAI's GPT-3.5 and GPT-4 families of large language models (LLMs) and has been fine-tuned (an approach to transfer learning) using both supervised and reinforcement learning techniques.

ChatGPT was launched as a prototype on November 30, 2022. It garnered attention for its detailed responses and articulate answers across many domains of knowledge.[3] Its uneven factual accuracy, however, has been identified as a significant drawback.[4] Following the release of ChatGPT, OpenAI's valuation was estimated at US$29 billion in 2023.[5]

The original release of ChatGPT was based on GPT-3.5. A version based on GPT-4, the newest OpenAI model, was released on March 14, 2023, and is available for paid subscribers on a limited basis.”)

Other AI Systems.

Sabrina Ortiz, “The best AI chatbots: ChatGPT and other interesting alternatives to try; The best AI chatbots and writers can lighten your workload by writing emails and essays. ChatGPT is only one popular example out of other also noteworthy chatbots,” ZDNET, April 6, 2023, https://www.zdnet.com/article/best-ai-chatbot/ (e.g., Microsoft Bing; Google Bard; Google Socratic . . . “The best overall AI chatbot is ChatGPT due to its exceptional performance, versatility, and free availability. It uses OpenAI's cutting-edge GPT-3 language model, making it highly proficient in various language tasks, including writing, summarization, translation, and conversation. Moreover, it can solve complex math problems and write and debug code, making it a valuable tool for those in STEM fields.

Another advantage of ChatGPT is its availability to the public at no cost. Despite its immense popularity, ChatGPT is still in its research and feedback-collection phase, making it an incredible resource for students, writers, and professionals who need a reliable and free AI chatbot. Although there are occasional capacity blocks, OpenAI is working on releasing a professional version that will be quicker and always accessible at a monthly cost.”)

What can they do? Naveen, “Artificial Intelligence Tutorial for Beginners,” IntelliPaat, March 2, 2023, https://intellipaat.com/blog/tutorial/artificial-intelligence-tutorial/ (Applications: Self-driving cars, Google translate, Amazon’s Alexa, Google Maps, Facial identification, Robotics, Gaming, Medicine, Facebook)

What are their hazards? “Pros and Cons of AI,” March 2, 2023, IntelliPaat, https://intellipaat.com/blog/pros-and-cons-of-ai/

Over 1000 signers. Jyoti Narayan, Krystal Hu, Martin Coulter, Supantha Mukherjee, “Elon Musk and others urge AI pause, citing 'risks to society,'” Reuters, April 5, 2023, https://www.reuters.com/technology/musk-experts-urge-pause-training-ai-systems-that-can-outperform-gpt-4-2023-03-29/ (“The letter was signed by more than 1,000 people including [Elon] Musk.”)

The Letter. Daniel B., “The Great AI Pause: Why Elon Musk, Steve Wozniak, and Andrew Yang Urge a Moratorium on AI Development,” LinkedIn, March 29, 2023, https://www.linkedin.com/pulse/great-ai-pause-why-elon-musk-steve-wozniak-andrew-yang-bron-# (lengthy, well organized, exploration of the issues) [From Bing search: “Why are some of the Artificial Intelligence leaders proposing a pause in their research?”]

Text of letter. “Pause Giant AI Experiments: An Open Letter; We call on all AI labs to immediately pause for at least 6 months the training of AI systems more powerful than GPT-4.,” Future of Life Institute, March 22, 2023, https://futureoflife.org/open-letter/pause-giant-ai-experiments/

(“Powerful AI systems should be developed only once we are confident that their effects will be positive and their risks will be manageable. . . .

Therefore, we call on all AI labs to immediately pause for at least 6 months the training of AI systems more powerful than GPT-4. This pause should be public and verifiable, and include all key actors. If such a pause cannot be enacted quickly, governments should step in and institute a moratorium. . . . AI research and development should be refocused on making today's powerful, state-of-the-art systems more accurate, safe, interpretable, transparent, robust, aligned, trustworthy, and loyal.

In parallel, AI developers must work with policymakers to dramatically accelerate development of robust AI governance systems. These should at a minimum include: new and capable regulatory authorities dedicated to AI; oversight and tracking of highly capable AI systems and large pools of computational capability; provenance and watermarking systems to help distinguish real from synthetic and to track model leaks; a robust auditing and certification ecosystem; liability for AI-caused harm; robust public funding for technical AI safety research; and well-resourced institutions for coping with the dramatic economic and political disruptions (especially to democracy) that AI will cause.”)

Unemployment. Telephone Switchboard Operators. “Telephone Operators,” Engineering and Technology History Wiki (ETHW), Sept. 28, 2015, https://ethw.org/Telephone_Operators# (“For much of the 20th century, women played an important role in telecommunications system of the United States. As telephone operators, they helped customers make long distance calls, provided information, and made sure the whole system worked smoothly. . . . At the peak in the late 1940s, there were more than 350,000 operators working for AT&T, 98% of whom were women.”)

Automated Teller Machines. Karen Bennett, “Automated teller machine (ATM): What it is and how to use one,” Bankrate, Sept. 29, 2022, https://www.bankrate.com/banking/what-is-an-atm/# (“An automated teller machine (ATM) is a specialized computer that allows you to complete bank transactions without the need to see a bank representative.”)

Daniel Rosales, “Comparing Automation and Income Inequality in the United States: Impact of the Automated Teller Machine,” Honors Thesis, University of California, Berkeley, May 4, 2018, p. 13, https://www.econ.berkeley.edu/sites/default/files/Rosales_Daniel_S18%20honors%20thesis.pdf (In response to the argument that while the number of tellers per bank declined the number of banks, each with fewer tellers, increased, “I believe an important fact is being overlooked in this assessment. If the number of human tellers had been allowed to grow as the number of bank branches grew, more middle-income employment would have been available to those communities.”)

“I can’t do that.” For a science fiction example of a possible problem with further advanced AI, see the prescient 1968 film, “2001: A Space Odyssey,” in which a computer controller (“HAL 9000”) run with AI refuses to carry out a command, responding “I’m sorry Dave. I’m afraid I can’t do that.” YouTube 2:55 minute excerpt, https://www.youtube.com/watch?v=ARJ8cAGm6JE (And see, “2001: A Space Odyssey,” Wikipedia, https://en.wikipedia.org/wiki/2001:_A_Space_Odyssey_(film).)

And see generally. One of the most thorough overviews of current AI news and commentary, with videos: Gregory Johnson, "Artificial Intelligence Report 2023," Resources for Life Posts, first published April 9, 2023, https://resourcesforlife.com/docs/item38627

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