If one actually understands LLM AIs, not the technological aspect but the literary embodiment they become, using them is an elevation of one's thinking. Few to none have the foundational education to see them in their manifested extreme intellectualized nature.
That 'real issue' is the lack of formal effective communications training across the board in the United States, and probably all of Western Culture.
The Problem is wider than management, it is understanding the extended ramifications of action, understanding the larger systems one is a member and then identifying with them, protecting them, because you and all your peers understand their extended foundational need.
That type of critical analysis and secondary considerations tacit knowledge is developed through effective communications training, which is an entire perspective, a way of seeing the world. This can be gained by reading a wide diversity of literature, of the Nobel Literature quality; the reason being such literature is first person accounts of institutions crushing individuals, and individuals finding the power within themselves to defeat the institutions. That personal transformation is practically a Nobel Trope, but it teaches the reader how to have such insight and perseverance. Read a half dozen or more such novels, and you are materially a different person. A better, deeper considering person with a longer perspective horizon. We need this civilization wide.
My problem with all of this is the terrible educations everyone has, and they cannot discriminate images from art, nor art from communications, and if they had they would realize these points this entire debate hinges is a manipulation to create people that will not help themselves with the latest technologies. But to explain it causes people to get angry, because they either think I'm trying to manipulate them, or they fall in despair when they realize the magnitude of this crime.
That is not IP theft, that's private use. If (s)he tries to sell those coloring books, that's then theft. You're free to do anything you want with IP in privacy, it's only when selling or exhibiting to the public IP law is triggered. Knock yourself out with protected IP in private.
But it's true. You can do anything you want with private IP in private. It is the dissemination and distribution of IP that not yours that is the issue.
It is not piracy to acquire private IP legally (someone has to get it in the first place) and then you can to anything you want with it in your own privacy. It becomes an issue when your activities with that private IP is no longer private. think it through, I really don't think you have. BTW, I'm CTO of a law firm.
Okay, so I have looked this up, again. I was an expert in this area for work purposes around the 2000-'10. Checking the law now, the definition of fair use in the US has changed, been modified to extend "IP stored in digital files" as protected even in private. However, it is pointed out that there is no means of detecting such private uses, and any actions enabling the detection of this private use are no longer private and fall right into the previous IP law.
I would not be surprised to learn that this has well funded conservative bad-think tanks, like the Heritage Foundation, creating or funding who creates these fake scholarly works. The reasoning being to destroy the reputation and power of academics that have the communication skills to explain why their policies are not only shortsighted, but amoral and evil. I sense this because if there is one glaring characteristic of the conservative mindset, it is shortsightedness.
I worked as a lobbyist briefly, and attending Heritage Foundation events. If you think this is "conspiracy theory territory" you're not awake, you're not following at all.
It's not always "market forces". Case in point: state sponsored hackers and trolls. What speaks against market forces here is that "the collapse of Near Eastern civilizations in 1177 BCE" is not really a profitable subject.
I hate most of all the information black hole that is discord. I am member of several communities, where difficult issues are being solved using complex new software releases, but if you do not sit and watch the stream for the specific things you want, forget about finding anything useful you want.
Discord is bottomless sea of the same question being asked over and over and over, and the original question poster never seeing their replies. If there was not a notification when your own messages are replied, Discord would be 100% worthless.
I've had a spreadsheet integrated with ChatGPT API for a few years already. It really was not until GPT-5.4 that the models were able to actually be useful.
What is the data model that you use for the spreadsheet itself? I found I could create a chat completion persona that believed it is one of the developers of a popular open source spreadsheet, and I put this "agent" directly inside the open source spreadsheet. I did this before tool calling was available at all, so I made my own system for that, and the "tools" are the API of that open source spreadsheet. My agent(s) that operate like this can do anything the spreadsheet can do, including operate the spreadsheet engine from the inside.
I worked as a software engineer for 30 years before being forced to use a database, and that was for a web site. I've been coding actively, daily, since the 70's. Forever we just wrote proprietary files to disk, and that was the norm, for decades. Many a new developer can't even imagine writing their own proprietary file formats, the idea literally scares them. The engineers produced today are a shadow of what they used to be.
Yet another essay completely missing the point, and an audience that misses it as well. All these organizations fly blind because nowhere in any technology or science education is there any emphasis on effective communications, conveying understanding, solving disagreements with analysis and the best of both perspectives... none of these critical communication skills are taught to the very people that most need them. It's a wonder our civilization functions at all.
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