TOPIC: ALPHABET INC.
Finding human balance in an age of AI code generation
12th March 2025Recently, I was asked about how I felt about AI. Given that the other person was not an enthusiast, I picked on something that happened to me, not so long ago. It involved both Perplexity and Google Gemini when I was trying to debug something: both produced too much code. The experience almost inspired a LinkedIn post, only for some of the thinking to go online here for now. A spot of brainstorming using an LLM sounds like a useful exercise.
Going back to the original question, it happened during a meeting about potential freelance work. Thus, I tapped into experiences with code generators over several decades. The first one involved a metadata-driven tool that I developed; users reported that there was too much imperfect code to debug with the added complexity that dealing with clinical study data brings. That challenge resurfaced with another bespoke tool that someone else developed, and I opted to make things simpler: produce some boilerplate code and let users take things from there. Later, someone else again decided to have another go, seemingly with more success.
It is even more challenging when you are insufficiently familiar with the code that is being produced. That happened to me with shell scripting code from Google Gemini that was peppered with some Awk code. There was no alternative but to learn a bit more about the language from Tutorials Point and seek out an online book elsewhere. That did get me up to speed, and I will return to these when I am in need again.
Then, there was the time when I was trying to get a Julia script to deal with Google Drive needing permissions to be set. This started Google Gemini into adding more and more error checking code with try catch blocks. Since I did not have the issue at that point, I opted to halt and wait for its recurrence. When it did, I opted for a simpler approach, especially with the gdrive CLI tool starting up a web server for completing the process of reactivation. While there are times when shell scripting is better than Julia for these things, I added extra robustness and user-friendliness anyway.
During that second task, I was using VS Code with the GitHub Copilot plugin. There is a need to be careful, yet that can save time when it adds suggestions for you to include or reject. The latter may apply when it adds conditional logic that needs more checking, while simple code outputting useful text to the console can be approved. While that certainly is how I approach things for now, it brings up an increasingly relevant question for me.
How do we deal with all this code production? In an environment with myriads of unit tests and a great deal of automation, there may be more capacity for handling the output than mere human inspection and review, which can overwhelm the limitations of a human context window. A quick search revealed that there are automated tools for just this purpose, possibly with their own learning curves; otherwise, manual working could be a better option in some cases.
After all, we need to do our own thinking too. That was brought home to me during the Julia script editing. To come up with a solution, I had to step away from LLM output and think creatively to come up with something simpler. There was a tension between the two needs during the exercise, which highlighted how important it is to learn not to be distracted by all the new technology. Being an introvert in the first place, I need that solo space, only to have to step away from technology to get that when it was a refuge in the first place.
For anyone with a programming hobby, they have to limit all this input to avoid being overwhelmed; learning a programming language could involve stripping out AI extensions from a code editor, for instance, LLM output has its place, yet it has to be at a human scale too. That perhaps is the genius of a chat interface, and we now have Agentic AI too. It is as if the technology curve never slackens, at least not until the current boom ends, possibly when things break because they go too far beyond us. All this acceleration is fine until we need to catch up with what is happening.
Excluding Google trend suggestions from an address bar search in Firefox
15th August 2024When it comes to learning what is happening in the world, I am more LOMO than FOMO. Thus, I do not appreciate anything that adds content that I did not request. Given the state of the world right now, there is a need to moderate one's intake. When I found trending topics being added to Google search results from the Firefox address bar, I then sought a way of turning that off.
That involved navigating to about:preferences#search in the address bar (you can go to Settings > Search just as well). Once there, it was a matter of looking in the Search Suggestions section and clearing the checkbox for the Show trending search suggestions item. Naturally, this only applies if you choose Google as your default search engine; otherwise it should not apply. For me, the setting change did what was needed.
So you just need a web browser?
21st November 2009When Google announced that it was working on an operating system, it was bound to result in a frisson of excitement. However, a peek at the preview edition that has been doing the rounds confirms that Chrome OS is a very different beast from those operating systems to which we are accustomed. The first thing that you notice is that it only starts up the Chrome web browser. In this, it is like a Windows terminal server session that opens just one application. Of course, in Google's case, that one piece of software is the gateway to its usual collection of productivity software like Gmail, Calendar, Docs & Spreadsheets and more. Then, there are offerings from others too, with Microsoft just beginning to come into the fray to join Adobe and many more. As far as I can tell, all files are stored remotely, so I reckon that adding the possibility of local storage and management of those local files would be a useful enhancement.
With Chrome OS, Google's general strategy starts to make sense. First create a raft of web applications, follow them up with a browser and then knock up an operating system. It just goes to show that Google Labs doesn't simply churn out stuff for fun, but that there is a serious point to their endeavours. In fact, you could say that they sucked us in to a point along the way. Speaking for myself, I may not entrust all of my files to storage in the cloud, yet I am perfectly happy to entrust all of my personal email activity to Gmail. It's the widespread availability and platform independence that has done it for me. For others spread between one place and another, the attractions of Google's other web apps cannot be understated. Maybe, that's why they are not the only players in the field either.
With the rise of mobile computing, that kine of portability is the opportunity that Google is trying to use to its advantage. For example, mobile phones are being used for things now that would have been unthinkable a few years back. Then, there's the netbook revolution started by Asus with its Eee PC. All of this is creating an ever internet connected bunch of people, so having devices that connect straight to the web like they would with Chrome OS has to be a smart move. Some may decry the idea that Chrome OS will be available on a device only basis, but I suppose they have to make money from this too; search can only pay for so much, and they have experience with Android too.
There have been some who wondered about Google's activities killing off Linux and giving Windows a good run for its money; Chrome OS seems to be a very different animal to either of these. It looks as if it is a tool for those on the move, an appliance, rather than the pure multipurpose tools that operating systems usually are. If there is a symbol of what an operating system usually means for me, it's the ability to start with a bare desktop and decide what to do next. Transparency is another plus point, with the Linux command line having that in spades. For those who view PC's purely as means to get things done, such interests are peripheral, and it is for these that the likes of Chrome OS has been created. In other words, the Linux community need to keep an eye on what Google is doing but should not take fright because there are other things that Linux always will have as unique selling points. Even though the same sort of thing applies to Windows too, Microsoft's near stranglehold on the enterprise market will take a lot of loosening, perhaps keeping Chrome OS in the consumer arena. Counterpoints to that include the use GMail for enterprise email by some companies and the increasing footprint of web-based applications, even bespoke ones, in business computing. In fact, it's the latter that can be blamed for any tardiness in Internet Explorer development. In summary, Chrome OS is a new type of thing rather than a replacement for what's already there. We may find that co-existence is how things turn out, but what it means for Linux in the netbook market is another matter. Only time will tell on that one.
Google Reader
22nd April 2007Going through the stats for my other blog, I noticed some activity from Google Reader and decided to investigate. What I discovered was a very capable feed reader, much better than Technorati's equivalent. The interface feels a little like an email client, with a different entry in the sidebar for each feed. It also gives you full text and pictures for each blog article that it picks up, though it messes with my hillwalking blog for some reason... As a feed aggregator, it performs very well and makes my blog surveying a lot more effortless. I know that Outlook 2007 has aggregation functionality too, but the portability of Google's little online offering makes it worth taking further, especially as you wouldn't need to pay for it anyway.
Update: Google Reader also allows you to share items from your feeds.