Saturday, February 14, 2026

How One Can Use Chatbot -- Shakespeare, Joseph Conrad -- February 14, 2026

Locator: 49975CHATBOT.

This was a note I just sent to a chatbot:

There is some "irony" or coincidence that Shakespeare's four major tragedies (best plays) were written between 1604 - 1606, and Joseph Conrad's bests works (Heart of Darkness, Lord Jim, The Secret Agent) were written almost exactly 300 years later (1899 - 1907). Just an observation, nothing to be made of it, but it helps -- as cocktail chatter -- to remember when the playwright and the author were doing their best work. 

Gemini's reply:

Public Education -- California -- February 14, 2026

Locator: 49974CALIFORIA.
Locator: 49974EDUCATION.

A few days ago I posted a thread with regard to public education in the United States. I will post it again, down below the fold.

Now, this, today in The Wall Street Journal:



 From the other day, below the fold:

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Locator: 49950EDUCATION.  

Link here.

Read the entire thread. 

In the thread, folks taking issue with the article are missing the point. 

From AI in response to a query:

Reminder: Golf This Weekend -- AT&T Pebble Beach Pro-Am -- February 14, 2026

Locator: 49973GOLF.

Link here

Flashback: it was during my third year of college (Sioux Falls, SD) that I spent a month at UC-Santa Cruz with college chemistry professor, Dr Roy Kintner, who was on sabbatical for a year. I went out there with a fellow student, Warren Tsui.

Although he spent 37 years at Augustana College, Sioux Falls, SD, Dr Kintner certainly had a fond spot in his heart for California. I think that month in northern California was the second time that I had been out to California, the first time with friends during Christmas break during my first year of college. [Speaking of which -- keeping a journal throughout my life was one of the best things I ever did. Perhaps my most important journal was one from 1968 to 1977 -- from my junior year in high school to my medical school graduation in 1977 -- eleven years in one journal It was a three-ring journal that one could remove and add pages -- it was a small binder that could easily be carried wherever I went.]

During that time, I was able to visit Pebble Beach and drive the course -- I don't recall if they charged a fee for driving through at that time. Later they did. [I checked my journal for that day: it turns out I picked up two hitchhikers in the UC-Santa Cruz area and they took me to Pebble Beach, got on the course, and actually stood on one of the greens. I had forgotten how I got there.]

That area may simply be the most beautiful country in the world.

I also visited my two great-aunts who lived with their husbands in "identical" cottages next to each other in a spectacular retirement community in Watsonville. Wow, I have just got to do a road trip with Sophia!
 

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The Movie Page

Enbridge CEO Says The Company Won't Build Pipeline From Alberta To Canada's West Coast, Despite Government Request -- February 14, 2026

Locator: 49972ENBRIDGE.
Locator: 49972PIPELINE.

Another great example of chatbots negatively impacting paywalls.

I saw a headline earlier but then lost the story. AI prompt led me to the story, and the reply cited two sources that are behind a paywall, Bloomberg and SeekingAlpha.

"Natural Gas Companies" Beating Estimates; Shares Rise 4% -- February 14, 2026

Locator: 49971NATURALGAS.

Tag: pipelines natural gas ENB TC Energy TRP Enbridge 

TC Energy

Link here

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Enbridge

Link here

ENB announced a 3% dividend increase in December, 2025, payable March 1, 2026, just around the corner.


 

Later: I found the story. Link here.

Q.ai -- Startup Acquired By Apple -- February 8, 2026

Locator: 49931APPLE.

From an earlier post, for those who missed it:

Apple is acquiring startup Q.AI (Q.ai) -- (correct spelling is the "median dot and no space): 

  • announced just before they announced earnings. 
  • an Israeli firm; also here;
  • $2 billion (a rounding error for Apple)
  • Q.AI: can read facial skin micro-movements
  • could be used to help Apple have non-verbal discussions with an AI assistant 

More on Q.ai: here 

Random Note -- Rocky Mountain Orogenesis And Dinosaur Development In North Dakota / Montana -- February 8, 2026

Locator: 49935DINOSAURS.

AI prompt

The dinosaurs died off 66 million years ago. The Rocky Mountains formed 70 - 40 million years ago. Much of the dinosaur discoveries were made just east of the Rocky Mountains in North America. Was there much impact on the dinosaurs' biome during the Rocky Mountain orogenesis?

Gemini:  

Establishing Presence Of The Seasonal Flu Virus And Typing The Various Types / Strains -- February 8, 2026

Locator: 49936SEASONALFLU.

One of the things I learned in medical school was how helpful laboratory technicians could be. Classroom didactics made a lot more sense when "we" took that information and saw how it was "translated" in the laboratory. It's the same analogy that the tech sector figures out how to "monetize" their very, very high-level work. 

Our professor could talk to us for two hours on antigenic properties of the various types of flu. But that information was reinforced when we went to the hospital's clinical laboratory and saw how laboratory techs identified the presence or absence of virus and what kind of influenza virus it was, if present. 

It took me three attempts to get to the right question before Gemini explained what I did not understand, but this is exactly how students are now learning much more effectively and efficiently than I ever did.

My IA prompt

Aha, so in the lab, when ruling out influenza, they place the human secretion in a broth with antigens for Hx, Nx, M, ad NP? And then go from there?

Gemini's reply:

Interestingly, I did the same "stuff" during a college research project one summer outside of Point Barrow, Alaska. I just didn't know what I was doing. LOL. I need to start life over. LOL.

Wow, I can't wait to explain this to Sophia. 

1. For complete list of antigens, google: seasonal flu schematic genetic material (M), matrix, membrane, surface antigens HxNx

2. Then link here

AI prompt

Once identified, how long (days, weeks, months) did it take for scientists to identify all the genes / proteins of Covid-19?

Gemini:


You all know where this is going. I will let you ask Gemini the next obvious question.

This would be one of the next obvious questions: once they had the genetic map (all genes) of Covid-19 identified, it was just a matter of time to develop a vaccine. What was the rate-limiting step in developing that vaccine and is AI likely to address that rate-limiting step?

Education: when I look at the above, I'm beginning to think at the college / university / graduate / doctorate level, we will move from "generic" professors to "facilitators." A facilitator will be defined as a professor with special skills in AI / working with chatbots and working with students to develop their own "curricula." UC-Santa Cruz has been doing that for decades and so has to Stanford, but in a more subtle way than US-Santa Cruz. Students will continue to collaborate with their professors / facilitators and fellow students on teams but a chatbot, whom they will name, will become an equal partner within the team. There is an analogy within medicine that occurred many decades ago but don't have time to talk about that now. But it's biggest fallout: physicians were now called "health care providers" and an equal member of the health care team.

Another Article On CAT -- It's Better To Be Lucky Than Smart -- February 8, 2026

Locator: 49932CAT.

Link here

I was disappointed. This article was written by a financial analyst (or a chatbot) who seemed to know nothing about Caterpillar's role in power generation.

So.

AI prompt:  

Caterpillar was known for heavy industry construction. How did CAT stumble into power generation?

Google Gemini:  

AI prompt:

Does Caterpillar have any wholly-owned subsidiaries specifically devoted to providing energy for data centers?

Gemini

AI prompt

Caterpillar. Large data center. To date, what is Caterpillar's largest project for on-site large data energy production?

Gemini:  

AI prompt:

Caterpillar. Large data center. With at least three huge contracts under its belt and its ability to provide it all -- site development, GWh of electricity for battery storage, and cooling -- of US companies doing the same, who can compete with CAT?

Gemini:


AI prompt:
What's the story on the Joule / Utah large data center? Location? What hyperscaler? Cost?
Gemini:

Super Bowl, GLW, Bluesky -- February 9, 2026

Locator: 49939GLW.

Did Artemis launch? Can't find anything on this.

Winter Olympics? Is the US winning anything? Does anyone care? The US athletes already dissing their home country. That's it for me.  

The tail wagging the dog: if Howard Lutnick doesn't lose his job, it will be yet another example of Trump (the dog) not letting the media (the tail) set the agenda. So far, Trump has been quite successful. 

NFL: the fix was in. The game's MVP was clearly the kicker or the entire Seahawk defensive roster. By the time the first touchdown was scored, it no longer mattered. Defense won the game, the kicker had put all the points on the board to secure the win, and set a Super Bowl record in the process.

Disastrous performance: the Patriots, Sports Illustrated. Can't wait to see "First Take." 

Best ad? Link here

GLW: link to The Wall Street Journal.  

Natural gas: New Zealand set to build an LNG import facility. Link here.

Bluesky vs Twitter/x: not even close. And if you are serious about life, there's only one choice. But if you are a leftist and like cats, Bluesky is for you. Link here.

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The Ads


Eleven best, Vogue: link here.

Jason Alexander: link here

 Best ad:

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Gadgets

Link here

Big miss: Apple's AirTag.