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AI discoveries & other curiosities

Author: Andy Novick

  • Review of CO-INTELLIGENCE: Living and Working with AI by Ethan Mollick

    Review of CO-INTELLIGENCE: Living and Working with AI by Ethan Mollick

    In early 2025, I was almost too late in reading CO-INTELLIGENCE. The book was completed in late 2023 when ChatGPT was the undisputed king but the field of Artificial Intelligence (AI) and Large-Language-Models (LLM) in particular is evolving so quickly that it often sounds dated. However, it has value in the long-term perspective that we all need when adapting to the changes in work and society brought about by AI. For that, I’m glad that I took the time to read it this week (March 2025).

    The first valuable observation, and one that’s now almost trite, is that the AI you use today is the least capable AI you’ll ever use. I’ve seen several technology revolutions, and AI is the one that develops the fastest, with changes coming every week. PCs, LANs, and the internet all evolved with new changes every few months or years. Now, there is new material to absorb every week.

    The most important element of the process that isn’t changing is us: the human. The book adds the most value by defining the human-AI interaction. All of us will have to find ways to work with the new AI tools. They are changing rapidly; we are not.

    My most important takeaway from CO-INTELLIGENCE is the breakdown of tasks into four groups:

    Just-Me Tasks – that need to be handled by a person

    Centaur Tasks – A part human/part-machine combination hands the task from one to the other

    Cyborg Tasks – Where the human and AI merge into one entity

    Automated Tasks – That can be handled by just the AI

    The most important chapter is the sixth, where these distinctions are drawn. In using AI, I’ve seen all four types of tasks and the breakdown is going to help me as I approach each new job.

    CO-INTELLIGENCE: Living and Working with AI is worth the read. At least for now. In a few years or months the field will evolve and we’ll need a fresh analysis.

  • 2024 Florida Siesta Key

    2024 Florida Siesta Key

    Our late winter escape to Florida’s Gulf coast and the white sands of Siesta Key. There were lots of sunsets and a little wildlife.

  • Acadia Maine 2022

    Acadia Maine 2022

    An October 2022 trip to Acadia National Park and the Maine coast, with peak fall color, rocky shoreline, and classic lighthouses.

  • Replacing the regulator on my Grill

    Replacing the regulator on my Grill

    After a recent tank change, my three-year-old Nexgrill lost it’s umph. The flames were on, but it was barely hot enough to cook anything. I took the grate and heat plates out and lit it up. The first burner went fine, the second went fine, but when I lit the third, all three dropped in intensity to almost nothing. I swapped in a new full tank and tried again. This time it died after lighting the fourth burner. A little searching suggested that the regulator might have failed and is going into a safety mode due to low pressure. Amazon delivered a generic replacement in two days, and it took only a minute to swap in the replacement with a 3/4 inch wrench. What do you know: problem solved.

    Generic Regulator used as a replacment

    Here’s the hose being attached

    Here's the hose being attached

    Here’s the regulator where it’s screwed to the tank.

    Here's the regulator where it's screwed to the tank.
  • 2021 Annular Eclipse

    2021 Annular Eclipse

    Here are some images from the partial annular solar eclipse of June 10, 2021, captured from Winthrop, Massachusetts. Being on the water gave us a great view even if we had to get up very early.

  • Great Smoky Mountains National Park

    Great Smoky Mountains National Park

    Great Smoky Mountains National Park in Tennessee offers wonderful nature, history, and views. These are from an April 2021 visit to our son, Tom, who was coaching baseball at Carson Newman University, not so far in Jefferson City.

  • Diet, Metabolism and Keto Book List

    Diet, Metabolism and Keto Book List

    I’ve read a lot of books since I discovered the low-carbohydrate and Ketogenic diet. Here are some of the best. They’re from very credible sources.

    • The Big Fat Surprise – Nina Teicholtz, Erin Bennett, et al
    • Why We Get Sick – Benjamin Bikman, PhD
    • Lies My Doctor Told Me – Ken D. Berry MD
    • The Diabetes Code – Jason Fung, MD
    • The Perfect Health Diet – Paul Jaminet, PhD & Shou-Ching Jaminet, PhD
    • The Art and Science of Low Carbohydrate Living – Jeff S. Volek PhD, RD & Stephen D. Phinney MD, PhD
    • A Low Carbohydrate, Ketogenic Diet Manual – Dr Eric C. Westman, MD, MHS
    • Mitochondria and the Future of Medicine – Lee Know, ND

    Today I’ve updated NovickSoftware.com with feedback from a Databricks webinar/Hands-on-Lab that I attended.

    And I’m still taking pictures and recently posted to my photo site from our trip to Florida.

  • Keto – Tips

    Keto – Tips

    A coworker started Keto with his wife a few days ago. Since I have had success with Keto with I/F, I shared some of my tips. Here they go.

    • Start with low-carb first. It’s easier if your target is 100 grams per day than 50 or 20 but you’ll get there.
    • Next add some 16/8 intermittent fasting (IF). Skipping breakfast isn’t that hard. Have some coffee. Work. Light exercise like walking.
    • At night, even on a 16/8 IF, bone broth can get you over the hump. 1/2 scoop of bone broth is about 20 calories of protein. It might or might not break the metabolic pathway that you’re on but it will get you past hunger for about 2 hours and into sleep. Don’t forget to add some salt.
    • I now use Kosher Salt.  When you’re nearing the time for your next meal, a crystal on the tongue can take away the hunger feelings at least for a few minutes.  Pink Himalayan salt crystals are supposed to be high in minerals. At least they’re high in salt. There’s been some talk that Pink Himalayan salt has some minerals that you don’t want.  That’s why I’ve switched to the Kosher salt.
    • Keep the snacking down to reduce the number of insulin spikes. It’s the insulin that’s going to break the positive effects of not eating. Between lunch and dinner I sometimes add heavy cream to my coffee as a lunch extender. I find it keeps hunger at bay for 2 hours.

    Some foods that work, even if they’re not 100% keto

    • Stouffer’s spinach souffle. 20 grams of carbs but pretty good for a low-carb start. I make spinach souffle using a modified Martha Stewart recipe with flax meal instead of the flour. It’s even lower in carbs.
    • Frozen oven baked rolled chicken. 250-400 calories each, depending on which flavor you get. You have to read the labels carefully. Some have as few as 8 gram of carbs for each chicken breast.
    • Cauliflower pizza crust. The ones with no carbs. I get them on Amazon. Then add tomato sauce, cheese, and anchovies to taste. Whole Foods is now selling a frozen low-carb crust. Don’t forget the anchovies.
    • Fat bombs. Make them or get on Amazon. Not the best idea but tastes good.
    • Shiratake Mushroom Rice or spaghetti. Add to a meal as a filler. It works pretty well and, as best as I can tell, it really doesn’t have carbs. I sometimes mix with eggs and shredded cheese for breakfast, usually at noon. I avoid the ones with soy. There are at least two companies to get them from Miricle Noodle and Skinny.
    • Bacon and eggs. No sugar used to cure the bacon. It’s not that hard to find.
    • Lamb. I usually get a New Zealand rack from Trader Joe’s
    • Cheese. Stick with the high fat versions
    • Nuts. Pecans, walnuts, Brazil nuts, and macadamia’s. I stay away from the rest as much as possible but almonds are the next best nut that is easy to find.
    • Keto Chow has worked for me with either heavy cream or avocado oil.
    • “Best Fats” from InsulinIQ worled very well while traveling because it has the fat in the mix. I put my scoop into a empty water bottle while traveling in Japan in 2019 and at lunch time I found some water to mix it up.

    I try to get two meals a week as “Salad meals”. Don’t forget to add avocado, bacon, walnuts, cheese, olives and … oh yea, vegetables. Stay away from carrots and beans.

    You will needs some snacks for when the going gets tough. I like “Just the cheese bars” and Chomps meat sticks. Chomps you can get at Trader Joe’s but Amazon has both.

    Olive bar. An easy way to add taste.

    Indian restaurants work. Go for the tandoori. Chinese and Mexican restaurants do not work well.

    I make a batch of Jambalaya from Carl Franklin’s Keto site 2KetoDudes. The key here is to use Shiratake Mushroom Rice instead of real rice.

    I make chili by the batch using my own recipe. No beans, Meat, vegetables including cauliflower and bok choy

  • Florida Winter 2020

    Florida Winter 2020

    An escape to Sarasota in early March is the reward for surviving a New England February. The Gulf coast light is soft and warm well into the morning, which is forgiving for wildlife work. The beaches at Siesta Key have that powdery quartz sand that stays cool underfoot even at midday.

    The wildlife did most of the work here. An alligator sunning itself, shorebirds working the tide line, and a conch shell sitting in the right place. This trip landed just before everything shut down that spring of 2020, which gives the pictures a strange quality of normalcy in hindsight.

  • Boston Winter 2019-2020

    Boston Winter 2019-2020

    Scenes from around Boston and the surrounding area during the winter of 2019-2020.