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Culture War Roundup for the week of July 7, 2025

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In a bit of unambiguously 21st century news, some tweaks to Grok, xAI's chatbot have had it do particularly interesting things today including

This may make minor news because Musk is in trouble, on the other hand all the people who really, really hate him have their pants on fire like Europeans, von der Leyen is getting impeached, they're actually scared of Russia / China so it might just blow over, the grid is getting worse and is going to keep getting worse due to Green energy mandates.

I'm even suspecting Musk deliberately told them to relax the guardrails for some reason. Probably .. publicity?


Update: site addresses the issues

We are aware of recent posts made by Grok and are actively working to remove the inappropriate posts. Since being made aware of the content, xAI has taken action to ban hate speech before Grok posts on X. xAI is training only truth-seeking and thanks to the millions of users on X, we are able to quickly identify and update the model where training could be improved.

EDIT2

apparently this prompt change may be the culprit

I continue to be baffled that anybody takes these bots seriously, or sees Grok or xAI or their competitors as anything other than nonsense generators. A slight change to the flavour of the nonsense doesn't really change my opinion any. Perhaps it moves me in the direction of thinking that Musk is childish and temperamental, but I already thought that, so it doesn't make much difference.

I keep inheriting MATLAB code at work. It is horrible. Can't use it in production since production computers are locked down linux machines that don't have MATLAB. I grit my teeth and do much my work in MATLAB.

BUT NOW, we have an LLM at work approved for our use. I feed it large MATLAB scripts and tell it to give me an equivalent vectorized Python script. A few seconds later I get the Python script. Functions are carried over as Python equivalents. So far 100% success rate.

This thing rocks. Brainless "turn this code into that similar code" tasked take a few seconds rather than an hour.

I had a thermodynamics issue that I vaguely remember learning about in college. I spent maybe a minute thinking up the best way to phrase the relevant question. The LLM gave me the answer and responded to my request for sources with real sources I verified. Google previously declined to show me the relevant results. I now have verified an important point and sent it and high quality sources to the relevant people at work.

It is not perfect. I had a bunch of FFTs I needed to do. Not that complicated. As a test I asked it to write me functions to FFT the input data and then to IFFT the results to recreate the original data. It made a few functions that mostly match my requirements. But as the very long code block went on it lost its way and the later functions were flawed. They were verifiable wrongly. It helpfully made an example using these functions and at a glance I saw it had to be wrong. Just a few hundred lines of code and it gets lost. Not a huge problem. Still an amazing time to results ratio. I clean up the last bit and it is acceptable.

I won't ask these things about potential Jewish bias in the BBC or anything like that. I will continue to ask for verifiable methods of finding answers to real material questions and reap the verifiably correct rewards.

I think translating code is probably a sensible thing to use a bot for - though I'm not sure it's fundamentally different in kind to, say, Google Translate. I grant that the bots have impressive ability to general syntactically correct text, and I'm sure that applies to code as much as it does natural language. In fact I suspect it applies even more, since code is easier than natural language.

I am less sure about its value for looking up scientific information. It is really faster or more reliable than checking Wikipedia? I am not sure. I know that I, at least, make a habit of automatically ignoring or skipping past any AI-generated text in answer to a question, even on scientific matters, because I judge that the time I spend checking whether or not the bot is right is likely equal or greater than the amount of time I spend just looking it up for myself.