Some thoughts on Anthopic’s approach to DevOps

Anthropic published a piece recently on how they are redesigning source control at their company. It starts with this:

“At Anthropic, coding is no longer the bottleneck to building systems or doing research. Claude is able to autonomously iterate on research loops, micro-optimize complex programs, and build new services from the ground up at a speed and scale we haven’t seen before. The bottleneck, now, is all of the developer infrastructure built for human scale: source control, builds, and CI.

In May 2026, Anthropic averaged around 2,500 code changes merged per day; as of September, we merged over 30,000 per day. We don’t expect this rate of growth to slow down anytime soon; the latent demand for merging code is practically infinite, and every bottleneck we remove immediately leads to a further increase in the amount of code we produce.”

The work they’ve done seems impressive. I highly recommend you read the piece. I have reread it a few times, and I jotted down a few thoughts:

  • It is impressive that they are able to remove these bottlenecks, but as they say, this approach isn’t for everyone, and it’s not likely to solve the problems that I mentioned here. The stress for others in DevOps roles — testing, operations and application support — isn’t going to go away as the CI part is streamlined.
  • While the focus is on CI improvements, Anthropic does touch on how they are are working on improving testing and operations, but the details are limited in this piece. They admit: “What does CI even mean when hundreds or even thousands of changes can merge while tests are running? We haven’t been able to effectively replicate the industry standard of a global repository lock on the merge queue, so instead, we’ve invested in post-merge and pre-deploy automated testing. ” Likewise, it sounds like they are dumping lots of telemetry into Slack and having agents monitor that. I’d like to know more about that part of their DevOps lifecycle and how effective it is and anything we could learn and apply.
  • Anthropic is clearly an organization that has the need to make massive amounts of changes to their code base. They have plenty of requirements and constraints to meet, and they need to meet them yesterday. Likewise they have an enormous user community wanting those changes. All that adds up for the need to pump out software at the rate they do. It’s very unlikely your organization has any of that. Even if you can pump out more code faster with AI, and even if you could speed up your DevOps processes to integrate and deploy and test and operate as efficiently as Anthropic, chances are your user community will not be able to keep up with the changes. That’s why “Plan” is an important part of the lifecycle. Otherwise the user community becomes the ultimate bottleneck.
  • The planning part is also important  to make sure your deployed code does not impact the non-functional/quality aspects of the system it runs on. It’s great that you can use agents to monitor if the system is at capacity due to these exciting new changes, but do you have a plan to increase capacity before you hit your limit? Do you have a plan to fix or roll back changes if serious new security problems occur? If downstream systems suddenly start crashing due to increased use on your side, what is the plan to improve the overall availability of your entire system? Getting more and more code deployed faster is only good if there isn’t a degradation of the system it runs on. You need to do more than ramp up your software development: you need to ramp up your ability to maintain the health of the systems that software lands on (and hopefully it lands gently vs crash landing).

I may revisit this piece when I hear more about what Anthropic and other organizations are doing to deal with the impact that AI software development has on the DevOps lifecycle. These are my thoughts for now.

(The opinions expressed above are mine only and not necessarily those of my employer.)

Out and about or oot and aboot? (what’s new in the Maritimes, 2026 edition)

Here’s a fine set of stories I came across in the last year concerning my home town (Glace Bay), my province (Nova Scotia), and the region (the Maritimes, with a shout out to Newfoundland).

Like all places, A.I. is having an impact on people in the Maritimes. So much so that Nova Scotia is launching 5-person team to help government staff incorporate AI into their work. That’s not uncommon.  Using A.I. to harvest blueberries…that’s a bit more uncommon.

Speaking of food, I was sad to see that Kay’s Kozy Korner was  closing after nearly 75 years in business. They had a good run. Speaking of cosy (Kozy?), if you are dining on the east coast, consider getting what is considered Canada’s coziest comfort food (hint, it’s not poutine).

In terms of law and order stories, we had the story of a Cape Breton legion having to pay $250 over Chase the Ace regulation violations. A very Cape Breton crime. As is this story of vandalism in Glace Bay. In other violent Nova Scotian news, protesters surround Premier Tim Houston’s car and his windshield was smashed after a speech he made last year.  Such actions may be why the Truro police have add an armoured vehicle to fleet.

Finally when it comes to news from out east, this priest says he regrets comments about ‘residential’ school in Honduras during CBU convocation speech. Yeah, I can imagine.

On the topic of Maritimers in the news, I was sad to see the great Colleen Jones has passed away. Not passed away but passing the baton is ‘Big Jim’ MacLellan, the last of the original performing member of Cape Breton’s The Men of the Deeps. May the remaining Men of the Deeps continue to sing on. As for other Cape Breton singers, this high school choir from Sydney was excited to sing with Foreigner when they performed there. I can imagine!

I’d like to close out this with a few things concerning Glace Bay, my home town:

And lastly this beautiful drone shot of the Bay:

P.S. The building shown is from this piece in Wallpaper*. The link to the Glace Bay drone shot is here: https://www.youtube.com/watch?v=HYXCjRSYRcI

What I learned from tracking my dinners for 365 days in 2025/2026

Do you struggle with deciding what to make for dinner each week? Do you find yourself making the same meals over and over? Do you want to dine out less or order less? If you answered Yes to any of those questions then you need to start tracking your meals. That’s what I did over the last year.

Since last October I’ve logged my dinners/suppers in a spreadsheet. I typed in the date, the meal, the quality of the meal, what was the main component of it and what were the sides, as well as who cooked it.

Why? I believed this could help me discover which dishes were the best, so I could resort to repeatedly cooking the same food every month. I wouldn’t have to wonder: what should I eat this week? I wouldn’t think: is this going to be any good? I could become a person who sticks to meal plan I could eat every month.

What I discovered that I was not someone who can eat the same thing over and over. In fact I was the opposite: of the 365 meals I had last year — some I cooked and some cooked by others — 2/3rds of them were unique! That’s 232 different dishes! The reasons for such variety vary. Some of that was due to eating dinner in a restaurant for one time only. Mainly though it is because I am always looking forward to having new dishes for dinner. I wish I was the kind of person who has spaghetti and meatballs every Monday and pizza for dinner every Friday, but I am not. I mostly love cooking and having new things to eat, and that shows in my logs.

What’s the star of the plate? The logs show mostly meat. Maybe too much meat. The leading meat is chicken, followed by ground meat, pork, beef and fish. It would be good to work more non-meat meals into the mix. Also more fish or shellfish.

As for the sides, it’s a range, from roast veg to potatoes to salad to rice. A nice change from when I was a kid and felt like I ate mashed potatoes every night. (I didn’t but it felt like that. So much so I rarely eat mashed potatoes now.) My goal in the new year is to eat less starchy sides and tracking can help with that.

Most meals I felt were Excellent or Very Good.  The lowest I’ve ever rated any meal — takeout, restaurant or home cooked — is Fair. I don’t think I had a Poor or Bad meal in the last year.

The other thing I discovered is the majority of meals I had were made by someone else: either my partner, or a restaurant. This has been a big change for me. For decades most of my meals were cooked in my own pots. It’s been a joy to simply sit down and enjoy someone else’s fine cooking every day.

The good thing about tracking meals like this is a) it is fast and easy to do b) it gives you a tool to think about how you are eating and change if you want. So if you want to change the way you eat, I highly recommend you do what I did and keep a log.

Good luck!

(Photo by Davey Gravy on Unsplash)

Why you should blog, be it 2006 or 2026 or 2046

First up, what is a blog? According to Wikipedia, “A blog (a truncation of “weblog”) is a website whose basic unit is a “post” or “entry”, with posts typically presented in reverse chronological order.” So, a website made up of posts.

Now if you share anything on social media — and you likely do — you are already posting information in reverse chronological order already. Why not blog too? Blogging is just a different form of what you are already doing.

So why should you blog over posting on Instagram or Bluesky or some other places? Well, I have several reasons:

  1. If you contribute to Instagram or Threads or Bluesky (or god forbid, X) on a regular basis, then you should consider blogging. All those posts will be more or less lost: your blog posts won’t.
  2. If you discover new ways to do things, blogging is a way for other people to find it.
  3. If you want to demonstrate your expertise, a blog is a way to do that.
  4. If you want to keep a record of parts of your life, blogging is a good way to record it.
  5. If you find good things on the web and you want to comment on them, write that comment up in a blog post.
  6. If you find yourself sharing the same information with others regularly, write that information on your blog and then point people to it. This is one of my favourite reasons to blog.
  7. If you want to improve your writing, blogging regularly can help with that.
  8. If you want to know what you think and improve your thinking, blogging can help with that too.
  9. If you want to remember what you thought or how you felt 1, 2 or even 10 years ago, your blog posts can remind you.
  10. If you want to create something, a blog is something! 🙂

Now you don’t need a blog to do all these things. You can simply have a website, or a private journal, or any number of recording devices. But a blog is a good way to do these things.

Some people will say you can still make money blogging in 2026. I dunno. Maybe if you have a large following already, then blogging or newslettering can help you make money. I personally don’t blog for anything other than the 10 reasons listed above.

Do you have to blog every day or every week or what have you? No. You can blog one post and be done! Or you can blog incessantly like Paul Krugman on Substack! It’s up to you. It’s your life and your blog. You can even end it after a month, or a year. It’s all your choice.

As to what to use to host your blog, it depends on how technical you want to be. I have quite a few blogs and websites, some more active than others. Some on Blogger.com, some on Tumblr.com, but mainly I put my blogs on WordPress.com and if I had to recommend one place to put them, I’d go with that.

If you want to start a blog on WordPress, then you can ask DuckDuckGo and it will tell you something like this:

“To create a blog in WordPress, sign up for a free account on WordPress.com, choose a theme, and start writing your posts. You can customize your blog’s appearance and manage it easily without any coding skills.

The Steps to Start a Blog on WordPress. (Steps 1 to 3 are all you really need, though it will help if you do everything on the list below. – blm)

  • Step 1: Sign Up for an Account
    • Visit WordPress.com and click on Get Started.
    • Create a free account by providing your email address and choosing a password.
    • Select a domain name for your blog. You can use a free WordPress subdomain or register a custom domain.
  • Step 2: Choose a Theme
      • After signing up, browse through various themes available on WordPress.
      • Pick a theme that suits your blog’s style and purpose. You can customize it later.
      • (The theme for this blog is https://wordpress.com/theme/colinear – blm)
  • Step 3: Write Your First Post
    • Go to your dashboard and click on Posts.
    • Select Add New Post to start writing. Introduce yourself and explain what your blog will cover. (Or just write what ever is on your mind. Remember, it’s your blog. -blm)
  • Step 4: Customize Your Blog
    • Adjust your blog’s appearance by going to the Appearance section.
    • You can modify colors, fonts, and layouts to make your blog unique.
  • Step 5: Create Essential Pages
    • Add important pages like About, Contact, and Home.
    • Use the Navigation Menu to help visitors find these pages easily.
  • Step 6: Publish and Promote
    • Once your first post is ready, hit Publish.
    • Share your blog on social media and invite friends and family to follow it.
  • Additional Tips
    • Consider using plugins to enhance functionality, such as SEO tools or social media sharing options.
    • Regularly update your blog with new content to engage your audience and grow your readership.
    • By following these steps, you can successfully start and manage your blog on WordPress without needing any coding skills.”

Now you have your blog. Congrats! So what’s next? Obviously you need to post.

One way I encourage people to come up with new blog posts is to do these things:

  • Go over what you’ve posted on other social media. Those posts can be extended to make a good blog post. When I sit down every Saturday morning to write, I look at what I posted on Bluesky. You might do the same thing if you use Threads or Instagram or even Teams or Slack.
  • What did you share with others via email last week? Sometimes I go through my email, find something, and copy and edit it into a blog post. (Being respectful of others people’s privacy, of course.)
  • What did you learn this week? It could be a new way to get to work, an easier way to cook a meal, a better way to use a particular technology….you name it, it could be a good blog post. Remember: it doesn’t have to be the best way of doing it. It doesn’t even have to be the first time someone learned how to do it. It just has to be something you learned that you think other people might benefit from knowing too. (I wrote this piece on how to better use the NYTimes app and it’s now my #1 post. You never know what information people need. Type in “nytimes app fix” in your search engine: you might see it.)
  • What did you think was good this week? Take a photo and post it. Or simply write about it. (You can write about what you thought was bad about something too, but in my experience focusing on writing about good things is a better approach.)
  • What was something you know now that you wish you knew 1, 2, 10, 20 years ago that you know now? Write about that. Someone 10 or 20 years younger than you will be looking for that information.
  • Write about something you know very well that you wish others knew about. Be very specific. Provide lots of detail. There are lots of things written about the Chrysler building, but this post I wrote gets lots of attention: On appreciating the Chrysler Building (my favorite building in the world). Can I say why? Nope. I can say this though: people often will type in different combination of strings, looking for just the post or page that contains what they are looking for. By being specific and detailed in your post, there’s a better chance they will find it.

Don’t worry if you write something and a week or so later you read it online and think: oh that could be better. Go onto your site and edit it! Blogging isn’t permanent like a book…you can change things or even delete them if you think you are wrong.

Don’t worry if no one will read it. You read it! You can send it to people you know and they will read it. If you’re lucky, people you don’t know will also read it. And if not, that’s fine.

Can you use A.I. to write your blog? You can, but I don’t recommend it. A blog will be better because it came from you, regardless of how well (or not well) you write. Take the opportunity to improve your communications skills as you blog. That alone is a good reason to write it.

Good luck with your blog! Post a link to it in the comments.

Programming the Pi Pico and some lessons learned, 2026 edition

I sat down a few times this year and programmed some Raspberry Pi Picos I had lying around. While some prefer Arduinos for this type of programming, I prefer the Picos. For one thing, they are cheaper. For another, I am generally supportive of anything to do with Raspberry Pi products. Indeed, I use my Raspberry Pi 400 to program my Pi Picos.

Here’s my notes of what worked for me as someone who wanted to program the Picos with python.

Before you start anything, read this all the way through: https://projects.raspberrypi.org/en/projects/getting-started-with-the-pico/0

Indeed, if you do nothing else but follow that closely, you will be successful getting the Pico to do some fundamental things.

As for me, first I had to update my Pi 400 with the commands:

sudo apt update        # Fetches the list of available updates
sudo apt upgrade       # Installs some updates; does not remove packages

After that, I was able to start up Thonny — which I had installed —  and go: Tools > Options > Interpreter and selection MicroPython.

I was able to program several Picos by using the following sequence:

  1. Hold down the Bootsel button.
  2. Connect them to the Pi 400 with a cable that could do more than just provide power. These should do it.
  3. Wait for the system to mount the Pico. (A file system box should open).
  4. Install Micropython on the Pico using Thonny.  This is a good write up on how to do it.
  5. Then you can add python code you write in Thonny to the Pico.

If the Pi 400 recognizes the Pico, it will ask if you want to save code to the computer or the Pico. Save it to the Pico to run it.

Once the code is good, save in on the Pico as main.py because if you detach the Pico and attach it to a power supply, it will boot up and run the main.py program automatically.

Some of the things to consider:

  • Any hardware work can be frustrating. I’ve had plenty of problems with wiring, for example. If you are not getting the results you want, check the wiring including swapping in new wires.
  • Using displays is a whole other level of difficulty then using LEDs. If you want to do visual work with Picos, start with LEDs.
  • If you are going to use OLED or LCD displays, find a simple project to just display simple information first. Then get the displays to show information based on an event happening.
  • Finding packages to do certain things is very hard. I found that especially the case with LCDs. I should do a special write up just on that.
  • If you want to do work with sensors, I highly highly recommend this kit. It makes things that much easier.
  • I found this type of prototyping breadboard to work best for me.
  • Get the wireless picos with the headers: Raspberry Pi Pico WH. The headers and the wireless makes your life easier.

 

On the best way to do workload automation

Do you assume that workload automation = loss of jobs? If so, I want to share my experiences as an automation specialist many years ago. The technology has changed, but the approach still holds.

There were two projects in particular I want to talk about to show how automation can be done. In project #1, there was a large amount of operations work to do, but only a budget for a small subset of it. My role was to automate activities that we wanted to do but didn’t have budget for. In the end I automated the equivalent of 10 full time employees. No one lost their job. You might counter: well, no one lost their job, but 10 people that could have done the job were not hired. The problem with that counter argument is that my organization did not have enough money to hire for that work. The automation meant that the quality of our work improved, and the people doing the budgeted work continued to be able to do their work.

On project #2, there were 2 people responsible for reviewing digital requests for mainframe access. After automating 90% of the review process, the two people continued to work on reviewing requests. The difference was twofold: people got their requests approved much faster and the two people focused on more complex requests that the automation couldn’t deal with.

In both projects, there were improvements in both the quantity of work able to be done and the quality of work done. Not only that, but the people whose work was automated were able to focus on the tasks that required more thought.

Workload automation can result in retaining staff and can also result in higher quality work and more productive work. It even can result in staff having more fulfilling work. That’s the way I believe workload automation should be done.

P.S. I wrote about workload automation 10 years ago! Back then the fear was kiosks were taking away jobs, now it’s A.I. causing the fear.

How do you know when a thing is not for you, and what you should do


How do you know a thing is not for you?

It’s a difficult question. In the back of our minds we might be thinking, “sure it didn’t work out that one time, but it might if you try again” or “you haven’t tried it…maybe you’ll like it”.

But let me tell you, there are times when you do something and you think: I never want to do that again. For me that thing was public speaking to a large audience.

When I was younger I performed in plays in high school and college. I had given talks at conferences at work to small audiences. I was fine. It was fine.

At some point in my career I watched my colleagues and leaders at work give talks to a large audience and I thought: hey that could be good…I should try that.

In 2008 I finally had a chance. We had an annual work conference called Blue Horizon and I agreed to work with my coworkers to do the keynote speech. This was going to be my chance to get onstage and speak to 700 people on a topic near to me. I thought it would be great.

Instead on the day I had to give the talk, I felt like I was going to die. I had an anxiety that was so deep I would have welcomed death at that point. Even though I didn’t have to speak much, the idea of being trapped on stage, waiting for my turn to speak, and then having to speak to all those people was an anathema to me.

Ironically, the talk went well, despite the fact the the computer that had my speaker notes died at the beginning of the presentation. I remember I made a joke about that onstage, everyone laughed, and then I moved on to complete my part of the keynote.

Afterwards, though, I thought: was it worth it? Was all that work and all that practice and all that suffering worth it? And 18 years later the answer to that is still….no.

A few times since then I’ve been pressed to get up a speak to a smaller audience, and I have always hated it. Presenting on screen I can do no problem. But speaking to a crowd is not for me.

There are many things we are capable of doing that we know in our heart that is not for us. As I get older, I have been making note of them. As I get older, I have less resources to do all the things I am capable of doing. So I make sure that I do not spend any effort on doing the thing that is not for me. I hope you will do the same. Don’t feel you have to do the things that are not for you, be it public speaking or travelling to certain places or hanging out with certain people or even trying certain foods. Just say no.

P.S. And I thought all that when this week I accidentally came across this post from Sacha Chua, who was one of my co-presenters. She gives a good run down of the event.

(Nope Photo by Daniel Herron on Unsplash)

A dearth of stories on poverty

It is inexcusable that in the wealthy part of the world — like Canada — there continues to be such poverty, especially because the problem of poverty is simple and solvable. (If you think Canada doesn’t have enough money, here’s what is happening with defense spending.) And that’s too bad, because just in Ontario alone, Nearly 85,000 people are homeless, up 8% in one year. What would it cost to house every person on Toronto streets? The Star estimates $444M. That is a lot, but also a fraction of the money spent on defence. We need to do more.

I didn’t collect as many stories on poverty this year as compared to last year. I can’t say why. Perhaps the news source I follow have been downplaying it. Perhaps politicians have been focused on other issues, like inflation and affordability. Perhaps I have been worn down. Regardless, I did collect these stories which I thought were noteworthy:

Politics, pizza and the planetarium: my annual update from Toronto, 2026 edition

I’ve decided to do a once a year update on the city I live in. They used to be somewhat random, but once a year seems right.

First up is local politics. In a month Torontonians will go to the polls for the 2026 municipal election. The key thing I’ll be watching is whether or not Olivia Chow gets to be mayor for another term. The mayor and her challengers have already had a debate and perhaps because of that the race has tightened. Whoever wins, two things to pay attention to are, 1) whether or not we see the new mayor using strong-mayor powers 2) whether or not we see new councillors continue / ramp up opting out of initiatives.

Not on the ballot but always in the mix is premier Ford. He all but endorsed Chow in a recent press conference, which must have been unpleasant for her right wing opponents. Let’s see what if any the effect of that is.

Ford looms large in anything to do with Toronto. Some of his Toronto MPPs got into trouble for expenses this year, which led Ford to axe the rule that allowed Toronto MPPs expense hotel stays in city. Then there is the ongoing saga of Ford wanting to take over Billy Bishop airport (which has too many links to insert here). Not to mention the even longer ongoing saga of Ford and the Toronto bike lanes. The man likes to get involved with running the city. It would be interesting if the Premier was from another part of Ontario, say Kingston or London….I wonder if we would see the same involvement?

Moving on from politics to food, lots of dining news has been happening in one particular part of Toronto: Mirvish Village. One of Toronto’s best bakeries, Blackbird,  just opened its biggest location there. Next door to it is Book Bar, which Toronto Life says “is the perfect mix of books, booze and schmooze”. As well, Pizzeria Badiali’s opened a new Mirvish Village location and yes, it is busy with line ups out the door, just like it’s original location. Mirvish Village is still in the process of opening, but it already is a great destination for food.

Not far from Mirvish Village is the very difficult to get into Brasserie Cote. If you can’t get in and perhaps you just need a slice, then head over to Nice Slice Toronto with it’s New York-style za’atar and pickle pizza. Rose’s Pantry is another great spot close by to grab and go some fantastic food. Indeed Harbord Street is packed with great places to dine and sip wine (hello Canary Counter!)

Not only is Toronto a really a great city to dine in, it doesn’t have to be too expensive either. To see what I mean, check out these 10 restaurants with prix-fixe menus for $60 or less or this list of Toronto’s best 100 restaurants under $100. Or maybe you just want to grab a great doughnut? If so, Yonge and Eglinton has what you need.

If you head downtown, you can great tickets to see Toronto’s newest professional sports team: the Toronto Tempos of the WBNA. Here’s a story of their debut game in May. Were there celebs in attendance? Of course!

In other entertainment news this past year was Sneaky Dee’s. There was plenty of fear that it could be demolished for condos. In fact, there still is. But it won a reprieve and it seems it will live to rock on for another day.

Also at risk is the Hot Docs theatre on Bloor near Bathurst. Here’s a piece on “the high-stakes ‘long game’ to bring Toronto’s Hot Docs back from the brink”. Let’s hope that happens. I’d hate to see it demolished, the way Toronto’s abandoned planetarium was torn down this year.

Besides restaurants and entertainment, other things good and noteworthy about Toronto this year were:

Some noteworthy things that were less than good about Toronto:

Finally, here are some links about Toronto I feel are worth a read:

Thanks again for reading these Toronto stories. Come back next September and we will see how the new mayor and other municipal politicians are doing. Will there be stories about restaurants too? Of course there will. 🙂

Computing in the 90s vs now: the fear factor

Were we always fearful of information technology? I was wondering that recently as I considered the current wave of hysteria over A.I. I know in the 80s there was a fear of people losing their jobs due to PCs in the office. In the 90s there was a fear of people using the Internet to easily build bombs in the same way the Oklahoma bombers did. I am sure that in each decade of computing since then, people feared something due to new technology.

It seems that the fears of IT goes hand in hand with the possibilities of the new IT. The 90s was the decade of networking: networking of PCs in offices via LANs connected to each other by a network of networks (a/k/a the Internet). In a short time we had so much more capability and more information than we previously had: much of it good, some of it very bad. While adapting to using the new technology and the information it brought, we adapted to the new fears that arose from some of this information. Fears like bombers everywhere.

Some day there will be a good history of computing in our current era and the fear will be put into context. Personally, I am not fearful because I suspect the A.I. of our current era will suffer the same fate as A.I. did in the early 90s. I posted this on Bluesky recently:

My only thoughts on AI are the ones I’ve had from the beginning: 1) gen AI will experience the “AI effect” 2) no one will talk about gen AI after the next “AI winter” occurs (timing depends on next American recession)

— Bernie Michalik (@berniemichalik.ca) August 21, 2026 at 8:49 PM

The AI effect and AI winter happened back in the 90s to the AI work being done back then. The same thing will happen to gen AI in this time.

 

 

 

 

On A.I. hysteria: what is driving it, the anxiety it can cause, and how to personally deal with that

Many people are succumbing to hysteria(1) when it comes to A.I. I understand why people feel this way. But I think it is important for people to know that some of this hysteria is being whipped up by many of those in the A.I. industry. To see what I mean, I recommend you read this piece by Dave Karpf: The A.I. Industry will never rein itself in. Some of his key points:

  • What A.I. insiders say “isn’t just marketing hype. These guys do believe what they are saying.”
  • “But, also, just because they believe it doesn’t mean we should believe them. Practically the entire AI safety community is also part of the Rationalist community….Rationalism is essentially a cult. They have all talked themselves into the same extreme belief structures and conclusions. These are not impartial scientific experts. They are ideologues, imbued with practically limitless resources.”
  • “And, also, one byproduct of these dire warnings is yet another cycle of marketing hype. As Ryan Broderick puts it, “the AI industry wants us to keep talking about AI like this.”
  • “An important thing to understand about these Rationalist fanatics is that they fundamentally believe they are more gifted and talented than everyone else.”
  • “Sam Altman and Elon Musk and (yes, even) Dario Amodei will say whatever is in their best immediate-term interest to say. And any promises they make will be abandoned as soon as those promises become inconvenient. Each of these companies wants to win the AI race. Each of these individuals has convinced himself that the fate of humanity rests on his company essentially building-digital-god first. (And, certainly, before China builds-digital-god.)”

I don’t have specific recommendations to the bigger problems that A.I. might cause that can be typed up in a blog post. I do have a recommendation that could help people think more rationally about A.I. which can reduce the fear you might have towards this new technology. That solution is based on what I learned by using cognitive based therapy.

To see what I mean, let’s take some examples of thoughts you might think about A.I.:

  1. All A.I. output is garbage
  2. A.I. is going to take all the jobs
  3. A.I. is going to kill us all
  4. A.I. is going to fill the world with slop (slop music, slop art, slop writing)
  5. Everyone is going to cheat because they have access to A.I.
  6. Everyone is going to stop thinking and just use A.I.
  7. I hate A.I., it makes me sick

In each of these cases there is a form of irrational thinking that can be replaced by more rational thinking. Using this worksheet, you can label such thoughts as: Emotional thinking, Black and white thinking, Catastrophic thinking, Rejecting the positive, Jumping to Conclusions and more. Examining your thinking and adjusting it to be less irrational doesn’t mean you have to like A.I.: it just means you can think about it in such a way that it doesn’t cause you to feel…well, hysterical.

All new technology that is widely adopted is socially and personally transformative. Since we don’t know how we are going to be transformed, it can cause us to feel anxious. And when others fan the flames of our anxiety, it is not difficult to go from feeling a bit anxious to feeling unmanageable fear (i.e. feel hysterical). I would urge you to examine how you are thinking about this new technology and do so in a way that is rational and does not cause you to fear. Because if you can do that, you can better manage how you deal with the transformation (even if that means rejecting the technology all together).

(1: Hysteria in this case takes the textbook definition of “exhibiting overwhelming or unmanageable fear or emotional excess”)

P.S. there is more to CBT than taking a worksheet and applying it. But it is a good first step.

Robots on the rise (what’s new with robots, 2026 edition)

Robots are on the rise!

It felt like the last few years have been a sleepy time for robots. When I wrote about them last year, I felt there were plenty of stories about them, but nothing dramatic. Even the year before that, I wrote “Sorry robots: no one is afraid of YOU any more. Now everyone is freaking out about AI instead“. People used to be afraid of the latest developments from Boston Dynamics, with their walking humanoid and dog robots,  but that attention has died off and it seemed like no one cared about robots anymore, despite developments.

Recently though, attention has been paid again, especially after recent news about how a Chinese robot beat Usain Bolt’s 100-Meter Record. Sure, some of that attention was ridicule, but nonetheless, people were talking about robots again.

It’s easy to mock robots that suddenly collapse or run into walls rather than gracefully stopping like Bolt does, but the recent World Humanoid Robot Games in Beijing were a good measure how far robotic development has come. And not surprising, that development seems to be taking place in China. Here’s two stories showing what is happening with the technology in that country:

While China is doing a lot with robotic technology, they are not the only country. For instance, Amazon plans to replace more than half a million jobs with robots in the US. And Google Gemini is taking control of humanoid robots on auto factory floors. No doubt there are robots springing to work everywhere there are factories.

Not that recent robots are limited to factories. Here are a slew of new bot buddies to help you at home:

And here’s a few more robots for good measure:

All in all, the robot revolution is rising up. Or is it? As this piece argues, at least when it comes to a certain type, the roboguard revolution is short-circuiting.

Let’s see where the world of robotics is in a year from now.

On the beginning of the end of the baby boom

Dolly Parton and Tim Curry died last week, both 80. While their endings were significant events in their own way, they’re ending also signified something more general, which is the beginning of the end of the Baby Boomers. Both Parton and Curry were born the year when the baby boom occurred, post World War II. Like Curry and Parton, more and more of that demographic is getting up there in terms of age. I suspect that means we will see a lot of news on famous people dying, if only because it is a big demographic. (Not only them, but as the above chart shows, there is still a significant number of the Silent Generation who also have one foot in the grave.)

So if you were sad about the passing of Dolly and Tim this week — I was and so were many others — then brace yourself. There’s likely to be a wave of that happening in the next few years.

 

Women of the 80s and 90s (my annual post of great things from the 80s and 90s)


I keep waiting for pop culture to stop talking about the 80s and the 90s, but every year I easily find a handful of worthwhile articles that touch on that time in different ways.

Recently I watch “Mau”, which was a short documentary on Bruce Mau, who I first encountered in the 80s. In fact I have one of his Zone books, and I’ve often considered buying more of his publications. They are dazzling and dense. Mau went on do work on everything from Coca-Cola to Mecca. He’s a fascinating person and designer, and if you get a chance, I recommend you watch the documentary. Meanwhile, check out this review: Mau Review: A Book as Good as Its Cover – POV Magazine. It has a trailer in it too.

On the topic of 80s design, check out this: Toronto Penthouse by Dvira Interiors Celebrates 1980s Architecture. Very beautiful, and very unlike what you might think 80s architecture is (cough, Memphis).

The 80s has that reputation, though. Consider this piece: Dua Lipa and a new era of Boom Boom fashion. Certainly the 80s could be very…boisterous. But for all that loudness, the 80s could also be understated To make my case, I give you this: Giorgio Armani is reissuing some of its most iconic pieces.

Besides fashion and design, the 80s and 90s gave us some great photography. Consider this photo essay: 16 Photos That Captured the Dawn of Punk in The New York Times. Or this piece in The Guardian: ‘I wanted to capture the range of British culture at the time’: the photographer who documented late nights on the 90s London tube. And I highly recommend you check out this story about how these  80s Headshots of Famous Artists came about. It’s Cindy Sherman like you’ve never seen here (and that’s saying something).

Of course with artists like Madonna still releasing music, we will always be reminded of her hits from the 80s and 90s too. Here’s a recent interview of her in Interview magazine. (A very 80s mag.).

Another band from that time who had hits was EBTG. Here’s the Guardian with Everything But the Girl’s 20 greatest songs – ranked! (I like the exclaimation mark). Another hit maker from then was Cesária Évora. Here’s a story on the efforts to ‘keep her name alive’. I approve of that effort. I’d add Seals and Crofts to that list of musicians whose name should be kept alive, especially after Dash Crofts of Summer Breeze rock duo Seals and Crofts recently passed away. Fine musicians, all.

Finally, here’s a story on how Talking Heads and Brian Eno Wrote “Once in a Lifetime”. On the topic of 80s films, here something on the film “Barcelona”: Fated to become a cult classic’: why Barcelona is my feelgood movie. Last but not least, here, a piece I think of often: THE IMPACT OF AIDS ON THE ARTISTIC COMMUNITY – The New York Times.

Somewhat lighter is this piece, Speak, Yuppie.

On Fredkin’s paradox on how to deal with it

You likely have come across Fredkin’s paradox without even knowing it has a name. As wikipedia states

“Fredkin’s paradox reads “The more equally attractive two alternatives seem, the harder it can be to choose between them—no matter that, to the same degree, the choice can only matter less.” Thus, a decision-making agent might spend the most time on the least important decisions.

No doubt once you read that, you will think: oh yeah, that just happened to me!

As for how to deal with it, I do two things:

  •  Flip a coin, knowing both outcomes are equally matched, so it doesn’t matter which one you pick.
  • Write down the choice I made so I can assess later that, yeah, the outcome I picked was fine.

On agentic AI vs chatbot AI

Two things I read last week that reminded me that not all people are not using generative AI and LLMs in the same way.

The first thing that I read was Timonthy Gowers‘s blog about math and LLMs. In the post, What sort of maths are LLMs good at?, he is writing about how AI is becoming very good at solving advanced math problems. However, when he talks about his own experiences with using gen AI, he seems to be talking about using chatbots like chatGPT, not agentic AI, which is what is how the math is being done.

The second thing I read was this: If you haven’t recently used Claude Code*, you might not understand where AI is at. It does a good job of showing how agentic AI is a different beast than the gen AI most people are used to. 

If you are mainly using chatGPT or Gemini or CoPilot and want to know more about agents and agentic AI, then I recommend this primer from my employer, What is Agentic AI? | IBM. Or try this piece. You’ll see that what people like myself and others are doing with agentic AI to analyze documentation, design systems, write code, and much more.

Chatbots are still useful for getting information. But agentic AI is taking the use of AI to a new level. It’s worth learning about.

On ignoring terrible people and things and focusing on what good can be done

I was going to write a post on terrible people and things. It seems like they are everywhere in the news and social media, from the obnoxious Karoline Leavitt to the white supremacist, Richard Hanania Not to mention Elon Musk, Mark Zuckerberg and most of the people from silicon valley. This story about a woman’s mom dying quickly of cancer I also found terrible, though the people in it are good people.

I decided to pivot, and instead write about people taking the terrible and working hard to make it less so. Helen Ouyang writes in the New York Times about such people….doctors in Pittsburg who leave the warmth of the hospital to go outside and treat people who are homeless and living on the streets. It is terrible that people live this way: it is hopeful that people are working to make their lives better.

I highly recommend the piece. You can find it, here.

 

On beaujolais and its many names (crus)

This article: Love red wine but want a more refreshing sip for summer? These 6 reds at the LCBO are delicious served chilled, had me thinking about beaujolais this week, since it was one of the wines featured.

While a big bordeaux fan, I’ve been developing a preference for beaujolais wine when dining out and at home. I like that it is low in tannins. I love that I can chill it and that I can treat it like a white in some cases, pairing it with fish or chicken. I sometimes even prefer it with beef, though some would argue that a cabernet sauvignon or a shiraz is better. Not everything has to pair perfectly.

If you’re in the market and looking for a bottle, it helps immensely to know that beaujolais can be found under different names. While some wines will be labelled beaujolais or beaujolais-villages, you can also find it as:

  • Brouilly
  • Régnié
  • Côte de Brouilly
  • Fleurie
  • Saint-Amour
  • Chénas
  • Juliénas
  • Moulin-à-Vent

once you know that, you’ll discover there’s more selection than you might have thought.

If you want to learn more about it, start here.

It’s summer, you want something chilled and you want something red, perhaps. Beaujolais is what you need.

P.S. Of course if you love beaujolais already but would like to branch out from France, check some of the wines in the article above. Or any wines centered around gamay. Ontario itself has a wide range of products that fit the bill.

 

On the end of Web 2.0 and possibly the Web itself

Reading this piece on The End of Google, I couldn’t help but think this is the end of Web 2.0.

If you are wondering — or have even forgotten — about Web 2.0, a refresher is in order. According to wikipedia: “Web 2.0 (also known as participative (or participatory) web and social web) refers to websites that emphasize user-generated content, ease of use, participatory culture, and interoperability (i.e., compatibility with other products, systems, and devices) for end users.”

Of course Web 2.0 and the ideals associated with it have been declining for some time, ever since the rise and dominance of social media companies like Facebook and Twitter. Despite that dominance, people continued to create user-generated content, not just on those platforms, but on new sites like Bluesky, Substack, and more. People still create content in order to share ideas, influence people, even to get paid.

However with the rise of Google Zero and more, i believe the reasons to keep posting will decline, and the number of posts will decline too. Maybe it won’t decline to zero. Perhaps people like me will continue to post for reasons other than influence or money. But the forces that lead to the rise of Web 2.0 web sites will die, and overall the amount of user generated content will drop dramatically. (Perhaps that’s why companies like Anthropic are already mining old books for content.)

Some time ago there was talk about going from Web 2.0 to Web 3.0 or Web 3. I think it’s just as likely we will go from Web 2.0 to Web 0.0. There’ll still be an Internet, and there still will be some small huts of content outside the walled in fortresses of behemoths like Google and Meta and Baidu. But the Web as we once knew it will be no more. And that’s a shame.

Sept 17, 2026: It is interest to me to see that people in Microsoft have the same idea in mind when they talk about how AI could cause a doom loop for the Web.

On work in the era of AI and the pandemic

I can’t say that work is changing more in this decade than other decades. I can say two major forces have hit many workers in this decade and the impact of those forces have made work challenging for workers, to say the least.

The first major force was the pandemic. While many people have returned to office work, there are still many who prefer to work remotely. I am one of them. And while I am still a major proponent of remote work, I found this piece eye opening: We Liked Remote Work. Then We Looked at the Data. I have to agree that without a push, it is too easy to become disconnected from social contact when you work remotely. Employers and employees need to find better solutions to this problem besides dragging everyone in to a loud and crowded office via long commutes.

The second major force is AI. On one hand employers are heavily promoting employees to use AI in their work. On the other hand, employers are talking about how AI is going to result in layoffs. Here’s just three articles on the topic:

I don’t know how that will play out. I do know that workers are going to be struggling with the effect of AI for some time to come.

If anyone young who has just entered the workforce is reading this, I would like to point you to these two pieces:

Finally, I thought this piece was worth a read:  The Elusive Promise of the Four-Day Workweek. Maybe in the era of AI and remote work we will be able to achieve this. 

Blade Runner: 2099 or Blade Runner: 2048?

I see that Amazon Prime is coming out with a TV miniseries based on what is happening in the Blade Runner universe in the year 2099. I have watched the trailers and they seem….fine. You can see details on the upcoming series, here. More here and here.

Personally I would have liked something more like the prequel / short film Blade Runner: 2048 that came out just around the time of the feature film, Blade Runner: 2049. I was hopeful that would get developed into a feature film too. Alas, it was not to be.

I was fearful before “2049” came out and delighted after seeing it. I hope that holds true for the TV series.

For more on “2048” and the other prequels, see this.

For more on my many (too many?) posts on Blade Runner, go here.

M is for Midtown and Manhattan and Mamdani (and much more)

It’s been a year since I wrote about New York City and two years since I’ve visited. Who knows when I will be back. I do know I still love to read about it, which isn’t hard, since it’s often in the news. So here’s my annual post on NYC, brought to you by the letter “M”.

Midtown: First off, shout out to Midtown Manhattan, a much maligned part of the city. As this piece shows, it had quite the year, between the Knicks winning the NBA championship to Taylor Swift getting married. Mind you, it had some bad things happen, like this collapsing high rise,  That said, this quote sums things up: “Midtown is not usually cool, but, right now, it kind of is.” I’ve always had a soft spot for Midtown, so I am glad it is getting some love.

Relatedly, I really liked this piece: “As a child growing up in Midtown Manhattan, I learned to speak apartment very early.”

Mayor Mamdani: Much ink has been spilled on the new mayor of New York, the indefatigable Zohran Mamdani. It seems every day he and his team and promoting a new initiative for the city, from solving the city’s budget crisis to working on bringing cheaper grocery stores to certain boroughs. While he sometimes wanders into topics that don’t seem to make sense to me (e.g., the Koh-i-noor diamond debate) and while some of his goals may not be achievable (e.g., taxing the rich), I am impressed by his drive and his ambition.

I’m also particularly impressed by his communication skills. This interview he did with the New York Times is like a masterclass on how to handle difficult questions. I’ve seen him do this not just with people from the Times but other interviewers as well.

As for the Times, they don’t seem to know what to do with him, is my general thought. Going through this list of articles and op-eds about him in that paper, you get the sense that at best, they are highly doubtful of him. Let’s see how that relationship evolves.

Making do: affordability is a big topic not only in Mamdani’s New York but everywhere. The Times has a good series on how people with every day jobs somehow are making do in the Big Apple. The stories range from a family of 3 living on $500,000 on the Upper West Side to another family of 3 living off $25,000 in Queens. Quite the range financially and geographically.

Minimal living: speaking of affordable, visitors can always stay at these $100 hotels in New York City. Do you want to is the next question.

Maximal living: is this place affordable? No. Is it worth a look? As a fan of maximalism, I’d say yes.

Museum Living: not affordable or maximal is the Manhattan apartment of David Sedaris. In some ways it’s like seeing a museum or a nice art gallery. We should all take up humorous writing and live so well. 🙂
 

Martinis: if you are in New York and you’re looking for a place to get a New York happy meal, here are 13 essential spots according to Wallpaper*. And what is a New York happy meal, you might ask? Well according to the article: it consists of “an ice-cold martini and piping-hot French fries”. Sounds great to me.

Meals at 3 a.m.: I worried during the pandemic that New York might be backing away from being a place that never sleeps.That you might not be able to grab a bite at 3 a.m. like you once could. Well I worried for nothing. According to this piece by, there are still great places you can eat 24 hours a day. (And if want to know of more places to hit up, you’ll want to check out Fortney’s other pieces.)

The Metropolitan Opera: tough times for opera fans in New York (and those like me who come to the city on occasion to see opera, as New York’s Met Opera recently announces ‘necessary’ layoffs and pay cuts.

Massive: when I think of “massive” and “New York” last year, two things come to mind:

 

What to do on a day off

If you are Canadian, chances are you have the day off today. Maybe you have no great plans other than to hang out in a hammock or beach yourself somewhere. And that’s fine.

But if you are someone like me who likes to be productive even with down time**, then perhaps you’d like to not only do some reading but actually finish a book? Sound impossible?

According the The Guardian, you should be able to read these 20 brilliant books in a day. If you have an iPhone, you can download the book above right now and dig in. 

Enjoy!

** I know, it’s a problem. 🙂

On how OpenAI lost control of an AI Model that ended up attacking Hugging Face

On July 21st OpenAI published this piece about how they and Hugging Face partnered to address a security incident during model evaluation. Like many people, I was shocked by the news of how agents at OpenAI broke out of their secure environment and attacked the Hugging Face site.

Later, though, in reading other pieces, I was less focused on how impressive the agents were and how poor a job the OpenAI team did. Reading this piece in TIME, it appears the agentic software was left unmonitored on the weekend. That was bad enough. Worse, the secure environment was not air gapped in any way. Once the agents figured out how to break through any software barriers between them and the Internet, they were free to wreck havoc on the outside world.

As the San Francisco Examiner states: “A recent hacking incident involving a pair of OpenAI’s artificial-intelligence models highlights the cybersecurity risks of the technology — and a serious security lapse by the San Francisco company, computer-security experts say.” Indeed.

For more on how OpenAI screwed up, see the pieces linked to here.

P.S. It gets worse…I just came across this: OpenAI’s rogue models roamed the internet for 4 days and staged a second attack – POLITICO

On fires and bridges: Canada and Trump’s America

It is an odd time to be a Canadian, located north of Trump’s America. As in previous months, Trump has stepped up his attacks on his neighbors to the north. And as before, he’s slamming more tariffs on Canadian goods, this time due to the smoke from the forest fires, he says. Who knows? 

Here’s some links I’ve captured on the state of the disunion between the two countries:

All in all, a sad state of affairs. I am grateful for my good friends and neighbors south of the border. Let’s hope they prevail in upcoming elections. Let’s hope things get back to the way they were under Biden and Obama and Bush.

The odd bun flight about The Odyssey, the Sea People, and the Bronze Age Collapse


It’s an odd thing, what Emily Wilson did in writing this piece, An Uncomplicated Man, for the London Review of Books. Suddenly the discussion of Christopher Nolan’s new film turned into a debate on whether or not Nolan gets the history right. I want to delve into the second part for a bit.

It’s a tricky thing to criticize such things as the film’s portrayal of ancient Greece, since almost everyone concedes that you can’t really be accurate about history when it comes to Homer’s epic work, since it is not historically accurate in itself. So I was especially struck by the strong dismissal of Nolan’s references to the Sea People.  Such dismissal came at the end of the Wilson piece,  as well as this piece by a Historian of Ancient Greek (which is very good otherwise).

While not an expert, I would give Nolan a break on that, for a few reasons. One reason, as this piece explores, Did Odysseus Cause the Bronze Age Collapse?, is that it is hard to get a good gauge on who the Sea People were, so I am inclined to cut him some slack. A second and more important reason, to me, is that Nolan is using artistic license here. He is no more being historical when it comes to the Sea People than he is with certain costumes, and he sacrifices historicity for the sake of artistry. That’s how I believe he uses the reference.

That bun fight aside, I think it’s great that Nolan’s “The Odyssey” has fired up people’s opinions.  And it’s great that subject matter experts are weighing in on the film, the history, and the literature behind Homer’s work. More films should do that.

P.S. For more on the Sea People and the Bronze Age collapse, I highly recommend this book, “1177 B.C.: The Year Civilization Collapsed” by Eric H. Cline. It’s a fascinating story.

From Prada Space Suits to Mamdani’s kurta (Fashion links I am interested in, July 2026)

Fashion can be many things, from frivolous to functional, with stops in between. Here’s a dozen plus fashion links that center on the functional, the famous, the frivolous and more.

Functional
Famous
Frivolous?
Finally

A mouse, a house, and an inflatable chair (what I am interested in when it comes to design and interior design, 2026)

Thanks to the good folks at Yanko Design (and some others), I’ve pulled together a list of interesting links over the last year that touch on the topic of design (e.g., smart phones) and interior design (e.g. chairs).

Devices: Let me start off with devices. Some IT based, some not….

IKEA: Ikea is continually doing interesting work, year after year. I think these links show that:
Furniture: IKEA is not the only furniture maker with well designed furniture. For example…
Living Space: finally…

On the high cost of Canadian beef in the summer of 2026


Like many Canadians, I’ve been wondering why the price of beef is so expensive. This article from the CBC explains why.

To summarize the article: supply is low, demand remains strong, production costs are soaring, and the processing network is highly concentrated with inter‑provincial regulatory.

Canadian farmers need to growth their herd sizes, but it can’t happen quickly enough. Even as they are doing that, the demand for beef is not declining, despite costs. So who knows if larger herds will make a difference. Does it help that the price of fertilizer is going up due to a war? It does not. Do other factors uniquely Canadian make a difference? Yes they do.

Perhaps beef prices will decline in the long term. In the short term, you might have to be like me and turn more to pork or chicken or even go meatless.

On using game theory to better understand and resolve DevOps issues (with help from LLMs)

I have seen a consistent set of issues when it comes to DevOps implementations.  The issues are:

  • Clients say they are emploing a DevOps lifecycle, but it’s more the case they are simply doing continuous integration and deployment (CI-CD) supported by an associated tool chain.
  • Many times the Dev (development) teams are separate from the Test teams and the Ops (operations/support) teams. Sometimes they are even in different silos in the organization. As a result, communication and collaboration — an critical part of a successful DevOps implementation — may be limited and weak.
  • As a result of that separation, the incentives may differ by team. In some cases they can end up almost competing against each other. (For example, I have seen Dev teams take time away from the Test teams in order to complete their assigned development tasks. The Devs “win” and the Testers “lose”.)
  • Quality standards held by the Test and Ops teams may not shift left to the Dev teams. As a result, quality responsibilities may lie mostly with Test/Ops, or there is a significant imbalance. (The Devs may do some limited unit or regression testing, but not enough to prevent bugs from being passed downstream in the DevOps lifecycle.)
  • Delivered functionality on time may become the primary driver for a project in order to meet the needs of key stakeholders, while the non-functional / quality of the system (e.g., performance, observability) may become secondary or even considered a Day Two problem.
  • As a result of all this, it’s not surprising to see Dev teams become focused and measured on delivering functionality at increasing velocities, while the Testers and to some degree the Operators have to maintain that focus / those measurements, while also being responsible for and measured on software quality.
  • In the end, you can get a situation where Devs are measured in terms of speed and functionality, while the Testers / Ops are measured on speed, functionality plus software quality. If delivering software is like a game, the Testers and the Operators are playing the game with a handicap due to quality metrics.

I have thought about these issues for some time and I wanted a framework to apply to them so I communicate in a more concrete way not only the issues but how to address them. I thought that one such framework to use could be supplied by game theory.

To apply game theory to DevOps, I started by considering the Devs as one set of players and Testers/Ops as another. To quickly work through some scenarios to see if such an approach was even valid, I decided to use LLM models. First I used GPT-OSS-20B to get my initial results. While it seemed promising, I noticed some errors creep into its analysis with regards to Nash equilibriums. I swapped out that model and used a larger LLM (provided by IBM Bob) to analyze and correct the initial results and produce a final analysis. You can read that final analysis, here.

I learned a few things from this exercise:

  • when the Devs are not bound by quality, a Nash Equilibrium is achieved, but it is one where they get a bigger payoff for going as fast as possible and the Testers/Ops have to settle for a situation where they suffer and get a worse payoff.
  • If the Devs are bound by quality, they get a lesser payoff but the Testers/Ops  get a better payoff and overall software quality can be increased. It seems obvious to do this, but working out a pay-off matrix helps with this.
  • Under certain conditions the Nash equilibrium can become weak for the Devs and that may result in them being less quality focused in order to succeed. Again, not surprising.
  • Game theory can show why Developers rationally can decide to forgo quality, but it may not be the best way to practically analyze your project. I’d simply recommend you continually work to spread quality measures throughout your DevOps lifecycle and to continually work to improve quality as the software matures.
  • LLMs can speed up the production of documentation just like it can speed up the production of code, but you don’t want to solely depend on it to get the documentation correct. Based on my understanding of game theory, I think its output is correct. If someone with a better understanding wants to correct me, I’d be happy to hear about it and I’ll be happy to amend this post.
  • For a more important project I would heavily modify the LLM documentation and take more ownership of it. This is more of a side project / exercise for me, so I decided to leave it as it is and move on to bigger things with bigger payoffs, to use the language of game theory. I hope you can still find it useful. I’d suspect the number of people who read it can be measured in one hand.

(P.S. The opinions expressed in this post are mine and do not necessarily reflect those of my employer.)

On the decline and fall OpenAI?

Is this the beginning of the decline and fall of OpenAI and their leader Sam Altman? I thought that recently, when I read how Apple was suing OpenAI for supposedly stealing its secrets.  And that’s not the only lawsuit against them: the New York Times and other media companies are also suing them for theft. (Elon Musk also sued OpenAI  but lost. A good run down on that lawsuit is here.)

Now I am thinking differently. I wanted to say the decline started with staff breaking away and forming Anthropic in 2021, though even that isn’t straightforward.  This loss of former staff has been mitigated by other things, like large investments from Microsoft. Those investments, the growing user base and the lack of scrutiny from the press gave the impression that all was well at the powerful company. (As recently as 2023 publications like the Times and the Wall St Journal were providing highly positive coverage about Sam Altman and his company and he and OpenAI were the darlings of the tech world.)

I am still inclined to think that competition from Anthropic which will lead to losses for OpenAI. It’s still difficult to tell, but observers like Motley Fool are saying Anthropic is pulling into the lead and a gap is opening. I believe that gap is only going to widen.

In addition to Anthropic, there is other competition coming from China and elsewhere. That increasing competition and the declining Microsoft support will also put a squeeze on OpenAI. (You can see from this piece, which notes that Microsoft is moving towards their own models, while others are looking to Chinese models for business use.)

Losses or not, perhaps OpenAI will not suffer a decline but a displacement from the top spot. Perhaps OpenAI can become profitable and grow despite having to share the AI marketplace with others. (It works for Apple: they own 1/5 of the smartphone market and they are doing fine).

Beside competition, another thing that could cause their decline is the leadership of Sam Altman. No one is providing positive coverage about him now, as you can see from this and this and this and this and more. Even if all that is true, it would not be the first time a terrible leader has lead a successful IT company. So perhaps OpenAI can succeed despite being lead by the current CEO.

I started writing this piece thinking: OpenAI is going to fall, and I wanted to put a marker in this blog to note that. By the end, I am undecided. I’ll put this here for now and revisit things in a year.

P.S. Thanks for reading this. I wrote this so I could learn what I thought. Even though I changed my mind in the writing, I still think it is worth putting down this marker for now.

On parenting, getting older, torture, and being useless (i.e., interesting things I wanted to write about and maybe will some day, 2026 edition)

Every year I like to let go of these links I wanted to write about but never found a way to and likely never will. They’re interesting still. Last year it was 60 or so. This year it’s a little less.

A few travel stories I liked were this, 21 US airports that let you walk to a gate without a ticket, and this, The longest train journey in the EU.

I enjoyed several historical pieces, such as this 13th-Century Cookbook Featuring 475 Recipes from Moorish Spain that recently was Published in a New Translated Edition, and this Historical Photos Taken Just Before The Iconic Moment. I found this piece from February 1970 in the Vassar Newspaper & Magazine that was critical of IBM during the Vietnam war to be worth a read.

Lloyd Alter shares interesting ideas on his Substack. For example, this one on how it’s time to dump Railway Time and War Time and go Local Time, and this one on why we need deposits on everything.

Cincerning matters of privacy, I thought this collection of Dark Patterns and Unethical Designpatterns were Ring Cameras, with the Ring company dark patterns is this: ICE, Secret Service, Navy All Had Access to Flock’s Nationwide Network of Cameras and this Zenni’s Anti-Facial Recognition Glasses are Eyewear for Our Paranoid Age. No doubt such abuses lead people to ask Hackaday: How Do You Detect Hidden Cameras?

I started to collect articles on getting older, like this one, When You’re ‘Fired From Retirement’. It was a bit grim. Less grim and easier to read is this post about a 72 year old woman who graduated medical school and was starting  residency.  This was also positive: I’d Like to Stay 85 Forever.

Parenting is a difficult job, to say the least. Some might say impossible at times. I thought that when I read this, consider the parents caring for adult children not in work or education, and also this, This could happen to us: Parents who see themselves in the Reiner case

I don’t imagine too many will want to read about Lee Geun-an, Infamous ‘Torture Master’ Under South Korean Dictator who recently died at 88. I like to remember things like that. Likewise, I like to remember what Michael Ignatieff said about torture in Macleans: here. Never forget.

Finally,

I liked this, on Nudge theory. Also…

 

On the Cagots


By accident I came across this article in Jstor on the Cagots, the forgotten untouchables of France. They suffered discrimination  for many centuries, but no one knows seems to know why, although there are many theories. They were erased as a group from France through assimilation, even though up until the beginning of the 20th century it was shameful for a non-Cagot person to marry a Cagot.  You can still see evidence of the discrimination they felt in churches in France, where the Cagots had a separate entrance and separate fonts.

All in all, a fascinating story of a mysterious people. I find them especially fascinating because this shows how a group can suffer discrimination and persecution, even though there is nothing different about them, other than the fact they can be labelled and considered worthy of such poor treatment.

For more on the Cagots, see wikipedia. For a story on someone who claimed Cagot ancestry, see this.

Friday Night Cocktail: the Lower-Alcohol Dirty Martini

I have not published a Friday Night cocktail post in some time. Possibly because I have been drinking much fewer cocktails than I did a few years ago, especially during the pandemic. While I have enjoyed many different cocktails in that time, my preference tends to be a martini, which I have often posted about here.

Ley me add one more post of a recipe for a particular form of martini because it captures the zeitgeist: it has a low A.B.V. and it is not just A martini but A DIRTY martini. If you are like many others, those two things will appeal to you. To be honest, I am curious about this myself!  Now I still wouldn’t start making them on a school night, but YMMV.

Whenever you have one, I hope you enjoy it. Cheers!

On the problem of popular restaurants not taking reservations


I get why popular restaurants don’t want to take reservations. Case in point, the very popular Chubby Fish restaurant in Charleston, S.C. According to this piece:

Chubby Fish doesn’t accept reservations because London (James London, Chubby Fish chef and co-owner) doesn’t want the restaurant to be exclusive. The goal is for people to be able to show up at 4 p.m. and be able to eat dinner the same night.

In some way that makes sense: you don’t have empty tables ever and the people who really want to go will line up.

Alas there is a problem:

Now that some people are paying extra for line waiters to arrive early and claim desirable dining times, others in line aren’t getting the same opportunity they once had. As a result, they’re having to arrive earlier and earlier, London said.

“We never wanted that for our guests. It’s not the hospitality we wanted to display,” he said.

Recently, London spoke with the line-waiting businesses…about limiting the number of reservations they’re allowed to procure at a time, he said. But he worries about what could happen if the businesses continue to grow.

“I don’t want to be forced into having to take reservations to eliminate the professional line-waiting services, but what does it look like three years down the road?” he said.

And how much are these line-waiting services charging?

Ella Ward, a senior at the College of Charleston, realized that made for a good business opportunity….Ward has turned waiting in line at Chubby Fish into a thriving side hustle. She charges $60 on weekdays and $80 on weekends to wait out the line and snag seating times on behalf of others. She recruited other CofC students to help her manage requests, and the team is booked through June.

This is just a form of line jumping and is not unlike someone slipping FOH some money to get a good table. And not for a small amount either. If everyone is paying $60 or more to get a seat in your restaurant, you are an exclusive restaurant, whether you like it or not.

No reservations (i.e., supply) is fine for restaurants that have roughly the same demand. But if demand vastly outstrips supply, you are going to have problems like line-waiting services. You are going to be transformed into an exclusive restaurant by the marketplace. In the era of social media and vast tourism where the marketplace is gigantic, this is going to become more of a problem for some restaurants like Chubby Fish.

 

Pressing pause on the newsletter (i.e. what would have been the June 2026 edition of my not-a-newsletter newsletter)

The first half of 2026 is done. I was planning to write a recap over what has been happening since December, when I posted my last newsletter. Today I decided to change that plan.

I’ve been posting newsletters regularly since my first one in March 2020. Back then, they were monthly: lately they’ve become biannual. Back then, they gave me something to do in lockdown and they gave me a way to track the pandemic. Lately they have turned to the Trump administration, since like COVID-19, it has a big impact on the world.

Unlike the pandemic, however, I don’t feel like tracking or writing about Trump and his administration any more. Perhaps I will at year end, after the midterms, when hopefully elections do to Trump what vaccines did for COVID-19. Perhaps things will feel different then and I will feel different and want to write about what he has done to America and the world. Until then, I think I’ll focus on other things on this blog.

I’m glad I posted about the pandemic. I’m glad I stuck with posting my newsletter here on this blog and not on a separate Substack newsletter. I find it interesting to go over back over them from time to time to see how things have changed. For anyone interested, you can find them all here.

It’s good to persist in an activity. It’s good to know when to change direction too.

 

 

Things are tough? You need Halls as a coach!

I realized recently that Halls cough drops do more than assist with a cold. They also assist with your mental health! These are some of the phrases I’ve captured on the wrappers than come with each lozenge:

  • You’ve survived tougher
  • Nothing you can’t handle
  • Go for it
  • Be unstoppable
  • Get back in there champ!
  • You can do it and you know it
  • Don’t try harder. Do harder!
  • Get through it
  • Don’t wait to get started

Lots of good encouragement there. And the exhortations are in English and French. Formidable! 🙂

Kidding aside, I think this form of message is not bad. Any little thing to help you feel less miserable is a good little thing.

How to win the New York Times Crossplay game against the computer in hard mode (June 2026)

I have been playing the New York Times Crossplay game against the computer in hard mode and most of the times I win. Here’s what I’ve discovered:

  • In hard mode the computer “likes” to play longer words whenever possible. Many times these are uncommon words.
  • The computer will try and play the 2W and 3W tiles, but it seems to “prefer” to play longer words over shorter words, even if a shorter word on a 2W or 3W might gives more points.
  • The computer will stack shorter words but it tends to do that later in the game when it is harder to play longer words. It will stack longer words if it can.

These have been my observations. Give that, to increase my chances of beating the computer, I will:

  • hold back letters with higher values unless I can score at least 20 with them on my current turn.
  • wait for the computer to set me up for 2W and 3W tiles and then play the higher value tiles. I find it will play a long word to maximize it’s length, even if it is easy for me to stack on top of its word and get the 2W or 3W tile. It doesn’t seem to play defensively.
  • My expectation is the computer will do this at least 2 or 3 times a game, so being patient even when I am down is key to beating the computer.
  • if I can’t do anything good with an open 2W or 3W, I will take it if there is a chance the computer can reach it in 5 tiles.
  • I will set myself up for a 2W or 3W in the next move by holding back a tile. Let’s say I can end a word in S, but it means it is possible for the computer to use that S to play a word and to get to a 2W or 3W tile. If I was playing a person, I might be worried they were going to get that in the next round. But if there are open spots on the board where the computer can play a longer word, chance are it will go for the longer word instead, so in the next turn I can lay down the S and hopefully spell out a word to get the 2W or 3W tile.

I say most of the time I will beat the computer in hard mode. Crossplay is a game of chance as much as anything, and some games I will get a bad assortment of letters and the computer will get a great assortment of letters and I will lose. But by adopting the approach I described above, I can frequently beat the computer in hard mode, even though it knows more words than I do.

P.S. My overall general approach is to always aim for the highest score for each play. Often this means stacking words — even small words like “LI” and “OR” — on top of other words to maximize my score rather than playing long words, the way the computer prefers to do. Stacking words gives less openings for my opponent, which is especially effective against the computer, which will often open up the board by playing a long word.

How not to clean your house

While I have written a fair bit about cleaning on this blog — a chore I do not like — today I want to share something different, how not to clean. Specifically, 7 TikTok cleaning hacks to avoid according to The Washington Post. Some of the hacks are a waste of time, others could potentially kill you.

The hacks to avoid are:

  1. mixing cleaning products together – potentially lethal
  2. Mopping floors with laundry detergent
  3. Cleaning upholstery with a detergent pod and boiling water
  4. Boiling Pine-Sol – also potentially dangerous
  5. Vacuuming with laundry scent beads
  6. Putting laundry products such as detergent pods and scent beads into decorative jars for aesthetic reasons.
  7. Fabuloso in the toilet tank

For more detail, head over to the Washington Post.

On nominal amounts

I became interested in the topic of peppercorn rent when I read how the English Royals use it. That lead me to reading these two pieces (Peppercorn Rent: A Comprehensive Overview and What Is Peppercorn Rent – and why is it in the news?) I recommend them both.

That topic lead me to think of other such forms of nominal fees or payments. A good example of which is the One-dollar salary. Very nominal indeed.