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MaddieM4MaddieM4
Aug 14, 2026, 7:25 PM
In fact, some of the documentation nudges you to learn these skills proactively, so you can optimize this or that, or better understand how systems work, because saving all your learning for the bad day is another thing that makes bad into worse. If you're not new to diving the layers under good conditions, you won't be totally lost when you have to in panic mode. There is a cultural value being placed intentionally on insulating yourself from nightmare scenarios through the power of learning, and by none of the automation layers writing off human readability.
So now we finally have to circle back to Elon, and I have to expose you to the cognitohazard of his tweets. Does a man who wants you to atrophy your skills at even reading high-level source code have your best interest at heart?
6/n
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Replies

MaddieM4MaddieM4
Aug 14, 2026, 7:34 PM
We know by repeated demonstration that LLM vendors prefer for their customers to be addicted. Helpless without the product. A little thing called inelastic demand, which we normally hear about in the context of the broken and extortionate USAmerican health care system. If you can't live without it, you'll pay for it at any price point. For LLMs in particular, which are notoriously expensive in both initial capital outlay and ongoing operational cost (with massive debt to pay back), there really isn't a business model other than taking off your customers' limbs and renting them back at unfathomable subscription prices.
Within that context, when a man like Elon says you don't need to know how what the source code means anymore, do you take him at his word? Do you turn off your backups and ride lean?
7/n
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MaddieM4MaddieM4
Aug 14, 2026, 7:42 PM
This goes a little deeper and a shade more offensive, because of the second claim - that AI will generate binaries directly with no source code. This claim is mostly being made for sensational hypewank reasons, like many big claims Elon makes, but I also think he genuinely does not understand why source code is the thing allowing LLMs to cling to life as a technology that doesn't always entirely fuck up.
Source code makes such great training material because it's full of recorded intent, and can be cross-referenced with documentation that is ALSO full of recorded intent. Sloppers learned early that having the LLM "plan" first (fill the context window with prediction-generated intent material) improves code gen quality.
Binaries, as generated artifacts, make crappy training material, because the intent is all stripped out - quite aggressively on release builds. They are unconstrained by even the simulation of meaning. That's why nobody does this, even in Slopper Culture.
8/9
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MaddieM4MaddieM4
Aug 14, 2026, 7:50 PM
That's why Claude spends your tokens on so many source code comments. It's not for your benefit - heck, if anything, it gives you more power to cancel your plan and pick up where the robot left off. It's because a couple lines of /* reasoning */ before a function makes a better function, when all you have is a predictive hammer and all source code looks like a predictable nail. The extra token spend is a nice side benefit.
Even within the machine cult, nobody in their right mind would demolish this well-known load-bearing pillar. Which says something about what kind of mind Dr. Ket is in.
As the cherry on top? I write C and I look at the generated assembly on a regular basis. Not just to keep my skills sharp, but also because I'm often writing code with some assumptions/intent about the instructions I want to see in performance critical code, so I need to be able to form hypotheses and check them, which is a form of literacy. I don't want to be lost when reading `perf` output, so I put in the work!
9/9
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