China Smart, US Dumb: The Fluid Mechanics Problem Solved
April 16, 2025
There are many puzzles that haven’t been solved, but with advanced technology and new ways of thinking some of them are finally getting answered. Two Chinese mathematicians working in the United States claim to have solved an old puzzle involving fluid mechanics says the South China Morning Post: “Chinese Mathematicians Say They Have Cracked Century-Old Fluid Mechanics Puzzle.”
Fluid mechanics is a study used in engineering and it is applied to aerodynamics, dams and bridges design, and hydraulic systems. The Chinese mathematicians are Deng Yu from the University of Chicago and Ma Xiao from the University of Michigan. They were joined by their international collaborator Zaher Hani also of the University of Michigan. They published a paper to arXiv-a platform that posts research papers before they are peer reviewed. The team said they found a solution to “Hilbert’s sixth problem.
What exactly did the mathematicians solve?
“At the intersection of physics and mathematics, researchers ask whether it is possible to establish physics as a rigorous branch of mathematics by taking microscopic laws as axioms and proving macroscopic laws as theorems. Axioms are mathematical statements that are assumed to be true, while a theorem is a logical consequence of axioms.
Hilbert’s sixth problem addresses that challenge, according to a post by Ma on Wednesday on Zhihu, a Quora-like Chinese online content platform.”
David Hilbert proposed this as one of twenty-three problems he presented in 1900 at the International Congress of Mathematicians. China is taking credit for these mathematicians and their work. China wants to point out how smart it is, while it likes to poke fun at the “dumb” United States. Let’s make our own point that these Chinese mathematicians are living and working in the United States.
Whitney Grace, April 16, 2025
The UK, the Postal Operation, and Computers
April 11, 2025
According to the Post Office Scandal, there’s a new amendment in Parliament that questions how machines work: “Proposed Amendment To Legal Presumption About The Reliability Of Computers.”
Journalist Tom Webb specializes in data protection and he informed author Nick Wallis about an amendment to the Data (Use and Access) Bill that is running through the British Parliament. The amendment questions:
“It concerns the legal presumption that “mechanical instruments” (which seems to be taken to include computer networks) are working properly if they look to the user like they’re working properly.”
Wallis has chronicled the problems associated with machines appearing to work properly since barrister Stephen Mason reported the issue to him. Barrister Mason is fighting on behalf of the British Post Office Scandal (which is another story) about the this flawed thinking and its legal implication. Here’s more on what the problem is:
“Although the “mechanical instruments” presumption has never, to the best of my knowledge, been quoted in any civil or criminal proceedings involving a Subpostmaster, it has been said to effectively reverse the burden of proof on anyone who might be convicted using digital evidence. The logic being if the courts are going to assume a computer was working fine at the time an offence allegedly occurred because it looked like it was working fine, it is then down to the defendant to prove that it was not working fine. This can be extremely difficult to do (per the Seema Misra/Lee Castleton cases).”
The proposed amendment uses legal jargon to do the following:
“This amendment overturns the current legal assumption that evidence from computers is always reliable which has contributed to miscarriages of justice including the Horizon Scandal. It enables courts to ask questions of those submitting computer evidence about its reliability.”
This explanation means that just because the little light is blinking and the machine is doing something, those lights do not mean the computer is working correctly. Remarkable.
Whitney Grace, April 11, 2025
China and AI: Moving Ahead?
April 10, 2025
There’s a longstanding rivalry between the United States and China. The rivalry extends to everything from government, economy, GDP, and technology. There’s been some recent technology developments in this heated East and West rivalry says The Independent in the article, “Has China Just Built The World’s First Human-Level AI?”
Deepseek is a AI start-up that’s been compared to OpenAI with its AI models. The clincher is that Deepseek’s models are more advanced than OpenAI because they perform better and use less resources. Another Chinese AI company claims they’ve made another technology breakthrough and it’s called “Manus.” Manus is is supposedly the world’s first fully autonomous AI agent that can perform complex tasks without human guidance. These tasks include creating a podcast, buying property, or booking travel plans.
Yichao Ji is the head of Manu’s AI development. He said that Manus is the next AI evolution and that it’s the beginning of artificial general intelligence (AGI). AGI is AI that rivals or surpasses human intelligence. Yichao Ji said:
“ ‘This isn’t just another chatbot or workflow, it’s a truly autonomous agent that bridges the gap between conception and execution,’ he said in a video demonstrating the AI’s capabilities. ‘Where other AI stops at generating ideas, Manus delivers results. We see it as the next paradigm of human-machine collaboration.’”
Meanwhile Dario Amodei’s company designed Claude, the ChatGPT rival, and he predicted that AGI would be available as soon as 2026. He wrote an essay in October 2024 with the following statement:
“ ‘It can engage in any actions, communications, or remote operations,’ he wrote, ‘including taking actions on the internet, taking or giving directions to humans, ordering materials, directing experiments, watching videos, making videos, and so on. It does all of these tasks with a skill exceeding that of the most capable humans in the world.’”
These are tasks that Manus can do, according to the AI’s Web site. However when Manus was tested users spotted it making mistakes that most humans would spot.
Manus’s team is grateful for the insight into its AI’s flaws and will work to deliver a better AGI. The experts are viewing Manus with a more critical eye, because Manus is not delivering the same results as its American counterparts.
It appears that the US is still developing higher performing AI that will become the basis of AGI. Congratulations to the red, white, and blue!
Whitney Grace, April 10, 2025
Why Worry about TikTok?
March 21, 2025
We have smart software, but the dinobaby continues to do what 80 year olds do: Write the old-fashioned human way. We did give up clay tablets for a quill pen. Works okay.
I hope this news item from WCCF Tech is wildly incorrect. I have a nagging thought that it might be on the money. “Deepseek’s Chatbot Was Being Used By Pentagon Employees For At Least Two Days Before The Service Was Pulled from the Network; Early Version Has Been Downloaded Since Fall 2024” is the headline I noted. I find this interesting.
The short article reports:
A more worrying discovery is that Deepseek mentions that it stores data on servers in China, possibly presenting a security risk when Pentagon employees started playing around with the chatbot.
And adds:
… employees were using the service for two days before this discovery was made, prompting swift action. Whether the Pentagon workers have been reprimanded for their recent act, they might want to exercise caution because Deepseek’s privacy policy clearly mentions that it stores user data on its Chinese servers.
Several observations:
- This is a nifty example of an insider threat. I thought cyber security services blocked this type of to and fro from government computers on a network connected to public servers.
- The reaction time is either months (fall of 2024 to 48 hours). My hunch is that it is the months long usage of an early version of the Chinese service.
- Which “manager” is responsible? Sorting out which vendors’ software did not catch this and which individual’s unit dropped the ball will be interesting and probably unproductive. Is it in any authorized vendors’ interest to say, “Yeah, our system doesn’t look for phoning home to China but it will be in the next update if your license is paid up for that service.” Will a US government professional say, “Our bad.”
Net net: We have snow removal services that don’t remove snow. We have aircraft crashing in sight of government facilities. And we have Chinese smart software running on US government systems connected to the public Internet. Interesting.
Stephen E Arnold, March 21, 2025
An Intel Blind Spot in Australia: Could an October-Type Event Occur?
March 17, 2025
Yep, another dinobaby original.
I read a “real” news article (I think) in the UK Telegraph. The story “How Chinese Warships Encircled Australia without Canberra Noticing” surprised me. The write up reports:
In a highly unusual move, three Chinese naval vessels dubbed Task Group 107 – including a Jiangkai-class frigate, a Renhai-class cruiser and a Fuchi-class replenishment vessel – were conducting exercises in Australia’s exclusive economic zone.
The date was February 21, 2025. The ships were 300 miles from Australia. What’s the big deal?
According to the write up:
Anthony Albanese, Australia’s prime minister, downplayed the situation, while both the Australian Defence Force and the New Zealand Navy initially missed that the exercise was even happening.
Let me offer several observations based on what may a mostly accurate “real” news report:
- Australia like Israel is well equipped with home grown and third-party intelware. If the write up’s content is accurate, none of these intelware systems provided signals about the operation before, during, and after the report of the live fire drill
- As a member of Five Eyes, a group about which I know essentially nothing, Australia has access to assorted intelligence systems, including satellites. Obviously the data were incomplete, ignored, or not available to analysts or Preligens-type of systems. Note: Preligens is now owned by Safran
- What remediating actions are underway in Australia? To be fair, the “real” news outfit probably did not ask this question, but it seems a reasonable one to address. Someone was responsible, so what’s the fix?
Net net: Countries with sophisticated intelligence systems are getting some indications that these systems may not live up to the marketing hyperbole nor the procurement officials’ expectations of these systems. Israel suffered in many ways because of its 9/11 in October. One hopes that Australia can take this allegedly true incident involving China to heart and make changes.
Stephen E Arnold, March 17, 2025
FOGINT: France Gears Up for More Encrypted Message Access
March 12, 2025
Yep, another dinobaby original.
Buoyed with the success of the Pavel Durov litigation, France appears to be getting ready to pursue Signal, the Zuck WhatsApp, and the Switzerland-based Proton Mail. The actions seem to lie in the future. But those familiar with the mechanisms of French investigators may predict that information gathering began years ago. With ample documentation, the French legislators with communication links to the French government seem to be ready to require Pavel-ovian responses to requests for user data.
“France Pushes for Law Enforcement to Signal, WhatsApp, and Encrypted Email” reports:
An amendment to France’s proposed “Narcotraffic” bill, which is passing through the National Assembly in the French Parliament, will require tech companies to hand over decrypted chat messages of suspected criminals within 72 hours. The law, which aims to provide French law enforcement with stronger powers to combat drug trafficking, has raised concerns among tech companies and civil society groups that it will lead to the creation of “backdoors” in encrypted services that will be exploited by cyber criminals and hostile nation-states. Individuals that fail to comply face fines of €1.5m while companies risk fines of up 2% of their annual world turnover if they fail to hand over encrypted communications demanded by French law enforcement.
The practical implications of these proposals is two-fold. First, the proposed legislation provides an alert to the identified firms that France is going to take action. The idea is that the services know what’s coming. The French investigators delight at recalcitrant companies proactively cooperating will probably be beneficial for the companies. Mr. Durov has learned that cooperation makes it possible for him to environ a future that does not include a stay at the overcrowded and dangerous prison just 16 kilometers from his hotel in Paris. The second is to keep up the momentum. Other countries have been indifferent to or unwilling to take on certain firms which have blown off legitimate requests for information about alleged bad actors. The French can be quite stubborn and have a bureaucracy that almost guarantees a less than amusing for the American outfits. The Swiss have experience in dealing with France, and I anticipate a quieter approach to Proton Mail.
The write up includes this statement:
opponents of the French law argue that breaking an encryption application that is allegedly designed for use by criminals is very different from breaking the encryption of chat apps, such as WhatsApp and Signal, and encrypted emails used by billions of people for non-criminal communications. “We do not see any evidence that the French proposal is necessary or proportional. To the contrary, any backdoor will sooner or later be exploited…
I think the statement is accurate. Information has a tendency to leak. But consider the impact on Telegram. That entity is in danger of becoming irrelevant because of France’s direct action against the Teflon-coated Russian Pavel Durov. Cooperation is not enough. The French action seems to put Telegram into a credibility hole, and it is not clear if the organization’s overblown crypto push can stave off user defection and slowing user growth.
Will the French law conflict with European Union and other EU states’ laws? Probably. My view is that the French will adopt the position, “C’est dommage en effet.” The Telegram “problem” is not completely resolved, but France is willing to do what other countries won’t. Is the French Foreign Legion operating in Ukraine? The French won’t say, but some of those Telegram messages are interesting. Oui, c’est dommage. Tip: Don’t fool around with a group of French Foreign Legion fellows whether you are wearing and EU flag T shirt and carrying a volume of EU laws, rules, regulations, and policies.
How will this play out? How would I know? I work in an underground office in rural Kentucky. I don’t think our local grocery store carries French cheese. However, I can offer a few tips to executives of the firms identified in the article:
- Do not go to France
- If you do go to France, avoid interactions with government officials
- If you must interact with government officials, make sure you have a French avocat or avocate lined up.
France seems so wonderful; it has great food; it has roads without billboards; and it has a penchant for direct action. Examples range from French Guiana to Western Africa. No, the “real” news doesn’t cover these activities. And executives of Signal and the Zuckbook may want to consider their travel plans. Avoid the issues Pavel Durov faces and may have resolved this calendar year. Note the word “may.”
Stephen E Arnold, March 12, 2025
Encryption: Not the UK Way but Apple Is A-Okay
March 6, 2025
The UK is on a mission. It seems to be making progress. The BBC Reports, "Apple Pulls Data Protection Tool After UK Government Security Row." Technology editor Zoe Kleinman explains:
"Apple is taking the unprecedented step of removing its highest level data security tool from customers in the UK, after the government demanded access to user data. Advanced Data Protection (ADP) means only account holders can view items such as photos or documents they have stored online through a process known as end-to-end encryption. But earlier this month the UK government asked for the right to see the data, which currently not even Apple can access. Apple did not comment at the time but has consistently opposed creating a ‘backdoor’ in its encryption service, arguing that if it did so, it would only be a matter of time before bad actors also found a way in. Now the tech giant has decided it will no longer be possible to activate ADP in the UK. It means eventually not all UK customer data stored on iCloud – Apple’s cloud storage service – will be fully encrypted."
The UK’s security agency, the Home Office, refused to comment on the matter. Apple states it was "gravely disappointed" with this outcome. It emphasizes its longstanding refusal to build any kind of back door or master key. It is the principle of the thing. Instead, it is now removing the locks on the main entrance. Much better.
As of the publication of Kleinman’s article, new iCloud users who tried to opt into ADP received an error message. Apparently, protection for existing users will be stripped at a later date. Some worry Apple’s withdrawal of ADP from the UK sets a bad precedent in the face of similar demands in other countries. Of course, so would caving in to them. The real culprit here, some say, is the UK government that put its citizens’ privacy at risk. Will other governments follow its lead? Will tech firms develop some best practices in the face of such demands? We wonder what their priorities will be.
Cynthia Murrell, March 6, 2025
The Big Cull: Goodbye, Type A People Who Make the Government Chug Along
March 3, 2025
The work of a real, live dinobaby. Sorry, no smart software involved. Whuff, whuff. That’s the sound of my swishing dino tail. Whuff.
I used to work at a couple of big time consulting firms in Washington, DC. Both were populated with the Googlers of that time. The blue chip consulting firm boasted a wider range of experts than the nuclear consulting outfit. There were some lessons I learned beginning with my first day on the job in the early 1970s. Here are three:
- Most of the Federal government operates because of big time consulting firms which do “work” and show up for meetings with government professionals
- Government professionals manage big time consulting firms’ projects with much of the work day associated with these projects and assorted fire drills related to non consulting firm work
- Government workers support, provide input, and take credit or avoid blame for work involving big time consulting firms. These individuals are involved in undertaking tasks not assigned to consulting firms and doing the necessary administrative and support work for big time consulting firm projects.
A big time consulting professional has learned that her $2.5 billion project has been cancelled. The contract workers are now coming toward her, and they are a bit agitated because they have been terminated. Thanks, OpenAI. Too bad about your being “out of GPUs.” Planning is sometimes helpful.
There were some other things I learned in 1972, but these three insights appear to have had sticking power. Whenever I interacted with the US federal government, I kept the rules in mind and followed them for a number of not-do-important projects.
This brings me to the article in what is now called Nextgov FCW. I think “FCW” means or meant Federal Computer Week. The story which I received from a colleague who pays a heck of a lot more attention to the federal government than I do caught my attention.
[Note: This article’s link was sometimes working and sometimes not working. If you 404, you will have do do some old fashioned research.] “Trump Administration Asks Agencies to Cull Consultants” says:
The acting head of the General Services Administration, Stephen Ehikian, asked “agency senior procurement executive[s]” to review their consulting contracts with the 10 companies the administration deemed the highest paid using procurement data — Deloitte, Accenture Federal Services, Booz Allen Hamilton, General Dynamics, Leidos, Guidehouse, Hill Mission Technologies Corp., Science Applications International Corporation, CGI Federal and International Business Machines Corporation — in a memo dated Feb. 26 obtained by Nextgov/FCW. Those 10 companies “are set to receive over $65 billion in fees in 2025 and future years,” Ehikian wrote. “This needs to, and must, change,” he added in bold.
Mr. Ehikian’s GSA biography states:
Stephen Ehikian currently serves as Acting Administrator and Deputy Administrator of the General Services Administration. Stephen is a serial entrepreneur in the software industry who has successfully built and sold two companies focused on sales and customer service to Salesforce (Airkit.ai in 2023 and RelateIQ in 2014). He most recently served as Vice President of AI Products and has a strong record of identifying next-generation technology. He is committed to accelerating the adoption of technology throughout government, driving maximum efficiency in government procurement for the benefit of all taxpayers, and will be working closely with the DOGE team to do so. Stephen graduated from Yale University with a bachelor’s degree in Mechanical Engineering and Economics and earned an MBA from Stanford University.
The firms identified in the passage from Nextgov would have viewed a person with Mr. Ehikian’s credentials as a potential candidate for a job. In the 1970s, an individuals with prior business experience and an MBA would have been added as an associate and assigned to project teams. He would have attended one of the big time consulting firms’ “charm schools.” The idea at the firm which employed me was that each big time consulting firm had a certain way of presenting information, codes of conduct, rules of engagement with prospects and clients, and even the way to dress.
Today I am not sure what a managing partner would assign a person like Mr. Ehikian to undertake. My initial thought is that I am a dinobaby and don’t have a clue about how one of the big time firms in the passage listing companies with multi billions of US government contracts operates. I don’t think too much would change because at the firm where I labored for a number of years much of the methodology was nailed down by 1920 and persisted for 50 years when I arrived. Now 50 years from the date of my arrival, I would be dollars to donuts that the procedures, the systems, and the methods were quite similar. If a procedure works, why change it dramatically. Incremental improvements will get the contract signed. The big time consulting firms have a culture and acculturation is important to these firms’ success.
The cited Nextgov article reports:
The notice comes alongside a new executive order directing agencies to build centralized tech to record all payments issued through contracts and grants, along with justification for those payments. Agency leaders were also told to review all grants and contracts within 30 days and terminate or modify them to reduce spending under that executive order.
This project to “build centralized technology to record all payments issued through contracts and grants” is exactly the type of work that some of the big time consulting firms identified can do. I know that some government entities have the expertise to create this type of system. However, given the time windows, the different departments and cross departmental activities, and the accounting and database hoops that must be navigated, the order to “build centralized technology to record all payments” is a very big job. (That’s why big time consulting firms exist. The US federal government has not developed the pools of expensive and specialized talent to do some big jobs.) I have worked on not-too-important jobs, and I found that just do it was easier said than done.
Several observations:
- I am delighted that I am no longer working at either of the big time consulting firms which used to employ me. At age 80, I don’t have the stamina to participate in the intense, contentious, what are we going to do meetings that are going to ruin many consulting firms’ weekends.
- I am not sure what will happen when the consulting firms’ employees and contractors’ just stop work. Typically, when there is not billing, people are terminated. Bang. Yes, just like that. Maybe today’s work world is a kinder and gentler place, but I am not sure about that.
- The impact on citizens and other firms dependent on the big time consulting firms’ projects is likely to chug along with not much visible change. Then just like the banking outages today (February 28, 2024) in the UK, systems and services will begin to exhibit issues. Some may just outright fail without the ministrations of consulting firm personnel.
- Figuring out which project is mission critical and which is not may be more difficult than replacing a broken MacBook Pro at the Apple Store in the old Carnegie Library Building on K Street. Decisions like these were typical of the projects that big time consulting firms were set up to handle with aplomb. A mistake may take months to surface. If several pop up in one week, excitement will ensue. That thinking for the future is what big time consulting firms do as part of their work. Pulling a plug on an overheating iron in a DC hotel is easy. Pulling a plug on a consulting firm is different for many reasons.
Net net: The next few months will be interesting. I have my eye on the big time consulting firms. I am also watching how the IRS and Social Security System computer infrastructure works. I want to know but no longer will be able to get the information about the management of devices in the arsenal not too far from a famous New Jersey golf course. I wonder about the support of certain military equipment outside the US. I am doing a lot of wondering.
That is fine for me. I am a dinobaby. For others in the big time consulting game and the US government professionals who are involved with these service firms’ contracts, life is a bit more interesting.
Stephen E Arnold, March 3, 2025
Researchers Raise Deepseek Security Concerns
February 25, 2025
What a shock. It seems there are some privacy concerns around Deepseek. We learn from the Boston Herald, “Researchers Link Deepseek’s Blockbuster Chatbot to Chinese Telecom Banned from Doing Business in US.” Former Wall Street Journal and now AP professional Byron Tau writes:
“The website of the Chinese artificial intelligence company Deepseek, whose chatbot became the most downloaded app in the United States, has computer code that could send some user login information to a Chinese state-owned telecommunications company that has been barred from operating in the United States, security researchers say. The web login page of Deepseek’s chatbot contains heavily obfuscated computer script that when deciphered shows connections to computer infrastructure owned by China Mobile, a state-owned telecommunications company.”
If this is giving you déjà vu, dear reader, you are not alone. This scenario seems much like the uproar around TikTok and its Chinese parent company ByteDance. But it is actually worse. ByteDance’s direct connection to the Chinese government is, as of yet, merely hypothetical. China Mobile, on the other hand, is known to have direct ties to the Chinese military. We learn:
“The U.S. Federal Communications Commission unanimously denied China Mobile authority to operate in the United States in 2019, citing ‘substantial’ national security concerns about links between the company and the Chinese state. In 2021, the Biden administration also issued sanctions limiting the ability of Americans to invest in China Mobile after the Pentagon linked it to the Chinese military.”
It was Canadian cybersecurity firm Feroot Security that discovered the code. The AP then had the findings verified by two academic cybersecurity experts. Might similar code be found within TikTok? Possibly. But, as the article notes, the information users feed into Deepseek is a bit different from the data TikTok collects:
“Users are increasingly putting sensitive data into generative AI systems — everything from confidential business information to highly personal details about themselves. People are using generative AI systems for spell-checking, research and even highly personal queries and conversations. The data security risks of such technology are magnified when the platform is owned by a geopolitical adversary and could represent an intelligence goldmine for a country, experts warn.”
Interesting. But what about CapCut, the ByteDance video thing?
Cynthia Murrell, February 25, 2025
Rest Easy. AI Will Not Kill STEM Jobs
February 25, 2025
Written by a dinobaby, not smart software. But I would replace myself with AI if I could.
Bob Hope quipped, “A sense of humor is good for you. Have you ever heard of a laughing hyena with heart burn?” No, Bob, I have not.
Here’s a more modern joke for you from the US Bureau of Labor Statistics circa 2025. It is much fresher than Mr. Hope’s quip from a half century ago.
The Bureau of Labor Statistics says:
Employment in the professional, scientific, and technical services sector is forecast to increase by 10.5% from 2023 to 2033, more than double the national average. (Source: Investopedia)
Okay, I wonder what those LinkedIn, XTwitter, and Reddit posts about technology workers not being able to find jobs in these situations:
- Recent college graduates with computer science degrees
- Recently terminated US government workers from agencies like 18F
- Workers over 55 urged to take early retirement?
The item about the rosy job market appeared in Slashdot too. Here’s the quote I noted:
Employment in the professional, scientific, and technical services sector is forecast to increase by 10.5% from 2023 to 2033, more than double the national average. According to the BLS, the impact AI will have on tech-sector employment is highly uncertain. For one, AI is adept at coding and related tasks. But at the same time, as digital systems become more advanced and essential to day-to-day life, more software developers, data managers, and the like are going to be needed to manage those systems. "Although it is always possible that AI-induced productivity improvements will outweigh continued labor demand, there is no clear evidence to support this conjecture," according to BLS researchers.
Robert Half, an employment firm, is equally optimistic. Just a couple of weeks ago, that outfit said:
Companies continue facing strong competition from other firms for tech talent, particularly for candidates with specialized skills. Across industries, AI proficiency tops the list of most-sought capabilities, with organizations needing expertise for everything from chatbots to predictive maintenance systems. Other in-demand skill areas include data science, IT operations and support, cybersecurity and privacy, and technology process automation.
What am I to conclude from these US government data? Here are my preliminary thoughts:
- The big time consulting firms are unlikely to change their methods of cost reduction; that is, if software (smart or dumb) can do a job for less money, that software will be included on a list of options. Given a choice of going out of business or embracing smart software, a significant percentage of consulting firm clients will give AI a whirl. If AI works and the company stays in business or grows, the humans will be repurposed or allowed to find their future elsewhere.
- The top one percent in any discipline will find work. The other 99 percent will need to have family connections, family wealth, or a family business to provide a boost for a great job. What if a person is not in the top one percent of something? Yeah, well, that’s not good for quite a few people.
- The permitted dominance of duopolies or oligopolies in most US business sectors means that some small and mid-sized businesses will have to find ways to generate revenue. My experience in rural Kentucky is that local accounting, legal, and technology companies are experimenting with smart software to boost productivity (the MBA word for cheaper work functions). Local employment options are dwindling because the smaller employers cannot stay in business. Potential employees want more pay than the company can afford. Result? Downward spiral which appears to be accelerating.
Am I confident in statistics related to wages, employment, and the growth of new businesses and industrial sectors? No, I am not. Statistical projects work pretty well in nuclear fuel management. Nested mathematical procedures in smart software work pretty well for some applications. Using smart software to reduce operating costs work pretty well right now.
Net net: Without meaningful work, some of life’s challenges will spark unanticipated outcomes. Exactly what type of stress breaks a social construct? Those in the job hunt will provide numerous test cases, and someone will do an analysis. Will it be correct? Sure, close enough for horseshoes.
Stop complaining. Just laugh as Mr. Hope noted. No heartburn and cost savings too boot.
Stephen E Arnold, February 25, 2025
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