The Rapid Response Institute

Tag: Mark Twain

  • The Crisis/Challenge of AI in 2025

    The Crisis/Challenge of AI in 2025

    “Many processes are repeatable and only data inputs change.”

                                                                                                         — Scott Shemwell, 2023.

    Technology disruption has been with humankind since the first invention.  We get used to one model and suddenly, a new way supplants the old.  Much has been written about the innovation process, and it is not the focus of this Blog to regurgitate the obvious.

    However, Wikipedia states, “Beyond business and economics disruptive innovations can also be considered to disrupt complex systems, including economic and business-related aspects.  Through identifying and analyzing systems for possible points of intervention, one can then design changes focused on disruptive interventions.”  This is the broader focus of this piece.

    Human Redundancy?

    One if the ongoing concerns, “will AI replace humans?”  As of this writing, many do not believe it will, at least anytime soon.  Interestingly, according to Harvard professor Karim Lakhani, “Just as the internet has drastically lowered the cost of information transmission, AI will lower the cost of cognition.”  This is consistent with the traditional path of Information Technology innovation.

    Moreover, this concern is not new.  In her 1983 paper, Ironies of Automation, Lisanne Bainbridge posited that there are inherent problems with automating workflow, humans are still required for tasks that are not easily (if at all) automated.  Oversight of automation requires more training in new job skills, not less.  More recently, the former Chief Scientist of the US Air Force points out the “Original Ironies of Automation is highly relevant with regards to today’s new wave of AI-enhanced automation.  Near misses and incidents involving human automation operations often arise from a mismatch between the properties of the system as a whole and the characteristics of human information processing.”

    In our forthcoming book we address the need for Strong Oversight coupled with Standardization and Risk Tolerance to address the broader need for upskilling today.  According to McKinsey, “Any engineering talent rethink needs to begin with an understanding of how gen AI will affect the product development life cycle.”

    Paraphrasing Mark Twain, “The rumors of Human demise are greatly exaggerated.”  AI is here to stay and should be embraced with cautionary guardrails as it is still immature and subject to error.

    Human Factors

    One pundit refers to the ‘Human Edge‘ as the competitive Advantage we have over machines.  This pundit has long been an advocate for Human Factors when it comes to managing technology, especially emerging technology used for process or production management.  The risk profile otherwise is just to0 steep and high.  One only has to look at the recent travails of the once venerable firm, Boeing.

    2025 and Beyond

    Artificial Technology, its future derivative products and solutions not yet envisioned will continue.  Most likely at the breakneck speed or faster of today.  Remember when we used to think of the Internet growth in terms of Dog Years?  Insect Years may be the new metric.

    Many, including this writer as documented in our book, believe AI et al is just entering the explosive growth on the maturation curve.  We must live with it and the most successful will get ‘on board’ when the timing is right for them.

    Exciting times lie before us all and it is a great time to be alive, at least from a technology perspective.

    How are you, your family and work colleagues prepared for the future?

    Pre order our new book

    Navigating the Data Minefields:

    Management’s Guide to Better Decision-Making

    We are living in an era of data and software exponential growth.  A substantive flood hitting us every day.  Geek heaven!  But what if information technology is not your cup of tea and you may even have your kids help with your smart devices?  This may not be a problem at home; however, what if you job depends on Big Data and Artificial Intelligence (AI)?

    Available April 2025

    Ordering Information

    For More Information

    Please note, RRI does not endorse or advocate the links to any third-party materials herein.  They are provided for education and entertainment only.

    See our Economic Value Proposition Matrix® (EVPM) for additional information and a free version to build your own EVPM.

    The author’s credentials in this field are available on his LinkedIn page.  Moreover, Dr. Shemwell is a coauthor of the recently published book, “Smart Manufacturing: Integrating Transformational Technologies for Competitiveness and Sustainability.”  His focus is on Operational Technologies.

    We are also pleased to announce our forthcoming book to be published by CRC Press in 2025, Navigating the Data Minefields: Management’s Guide to Better Decision-Making.  This is a book for the non-IT executive who is faced with making major technology decisions as firms acquire advanced technologies such as Artificial Intelligence (AI).

    “People fail to get along because they fear each other; they fear each other because they don’t know each other; they don’t know each other because they have not communicated with each other.” (Martin Luther King speech at Cornell College, 1962).  For more information on Cross Cultural Engagement, check out our Cross-Cultural Serious Game.  You can contact this author as well.

    For more details regarding climate change models, check out Bjorn Lomborg and his book, False Alarm: How Climate Change Panic Costs Us Trillions, Hurts the Poor, and Fails to Fix the Planet.

    Regarding the economics of Climate Change, check out our blog, Crippling Green.

    For those start-up firms addressing energy (including renewables) challenges, the author can put you in touch with Global Energy Mentors which provide no-cost mentoring services from energy experts.  If interested, check it out and give me a shout.

  • Reports of Fossil Fuels Demise Premature? – Renewables Remain Marginalized?

    Reports of Fossil Fuels Demise Premature? – Renewables Remain Marginalized?

    Who would have thought that in the summer with temperatures over 100 degrees Fahrenheit the wind would stop blowing.

    According to NOAA, “The main cause of wind is a little surprising.  It’s actually temperature.  More specifically, it’s differences in temperature between different areas.”  With a major Atmospheric High Pressure parked over a large geographic area, no wonder the wind does not blow.

    Texas Heat

    July 11, 2022 was a true scorcher across the state of Texas.  According to the Dallas Morning News, “Wind speeds have fallen to extremely low levels, and that means the state’s fleet of turbines is at just 8% of their potential output.”  This resulted in this and other Texans receiving an email from the local electricity provider asking for help cut back on power use.

    Texas is major producer of wind energy with over 150 wind farms–total capability of 30,000 MW (2020).  This amounts to approximately, 33% of the state’s power–more electricity produced than any other state.  So in the midst of a major heat wave, less than 25% of the state’s (potential) power generation was effectively available.

    This Level of Unreliability is Unacceptable.

    Previously, we addressed this issue after the Texas Freeze of 2021.  It does not seem like this problem is going away.  Guessing, that like the freeze, lack of energy availability will continue to be mitigated by fossil fuel power production!

    German Cold

    According to the University of Illinois Chicago, “Patients who died because of cold temperatures were responsible for 94% of temperature-related deaths.”

    It gets cold in Germany in the winter.   While the temperature range may vary slightly, Germans need heat every winter.  Despite climate (warming) change, this is not likely to change this coming season.

    The news has reported that Germany has depended on Russian gas for some time.  With the hostilities in Ukraine, that energy source is in jeopardy.  This has caused the country to look to other, reliable sources.  Coal.  Framed as “painful but necessary,” the country had to restart coal based power production.

    Perhaps not desirable for some politicians and prognosticators, Germany has no choice.  Many will be happy with this decision on Christmas Eve.  Near term survival vs. long-term possibilities.

    Clean Fossil

    One day in the 1980s this writer left his hotel in Los Angeles for a morning run.  A few minutes later, I stopped and returned to my room.  The air was so thick with pollution I felt my heath would be better served by doing nothing as opposed to running outside.

    Flash forward to November 1987 when this writer was in Beijing, China for almost a month.  The air was so extreme that frankly my nose contained coal particles simply by breathing.  Moreover, Houston, Texas at the time had similar issues whereby the air actually ‘smelled’ in the industrial area.

    Today, the United States does not have these issues at least at this level (not true with other nations).  The US has ‘cleaned’ its act up so to speak.  Its rivers no longer catch on fire, as they once did.  All of this is the result of better stewardship of carbon based fuels.

    According to the US National Energy Technology Laboratory (NETL), “Coal-fired electricity generation is cleaner than ever.  NETL’s research shows that a new coal plant with pollution controls reduces nitrogen oxides by 83 percent, sulfur dioxide by 98 percent, and particulate matter by 99.8 percent compared to plants without controls.”

    It is possible to responsibly use carbon effectively, efficiently and cleanly.  This is missed by both sides of the climate debate.

    Demise–NOT!

    The humorist Mark Twain is credited with saying, “The reports of my death are greatly exaggerated.”  One can make the same case about fossil fuels.

    According to one source, today there are 1.446 billion motor vehicles on the planet.  Reportedly, just under 284 million are registered in the United States.  Our ‘share’ represents less than 20 % of the global fossil fueled propelled transportation.  Note that this does not include aerospace and the multitude of critical uses of carbon based feedstocks.

    According to the US Energy Information Administration, only 12% of energy was provided by renewables in 2021.  Fossil fuels in aggregate provided 79% of the basket of energy sources.  According to another credible data provider, “The share of wind and solar is rising constantly (+1 point in 2021), reaching 10.7% of the global power mix.”

    This slow growth is over approximately 20 years.

    When the wind does not blow, sun does not shine or solar panels are covered with snow, power comes from dependable fossil fuels.  Moreover, according to experts, none of this linear climate change political response will most likely make a difference anyway.

    Energy Transformation is an uninvestable amount with uncertain returns.  In other words, high and undocumented risk.  So what are we doing?

    How is Your Organization Managing the Risk associated with the Energy Transformation?

    For More Information

    Please note, RRI does not endorse or advocate the links to any third-party materials herein.  They are provided for education and entertainment only.

    The author’s credentials in this field are available on his LinkedIn page.

    “People fail to get along because they fear each other; they fear each other because they don’t know each other; they don’t know each other because they have not communicated with each other.” (Martin Luther King speech at Cornell College, 1962).  For more information on Cross Cultural Engagement, check out our Cross Cultural Serious Game.  You can contact this author as well.

    For more information regarding climate change models, check out Bjorn Lomborg ands his latest book, False Alarm: How Climate Change Panic Costs Us Trillions, Hurts the Poor, and Fails to Fix the Planet.

    For those start-up firms addressing energy challenges, the author is a member of Global Energy Mentors which provide no-cost mentoring services from energy experts.  If interested, check it out and give us a shout.