this post was submitted on 31 Jul 2026
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AI, in this case, refers to LLMs, GPT technology, and anything listed as "AI" meant to increase market valuations.
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LCARS was a data access and retrieval system capable of doing calculations and simulations. It was not, I REPEAT, was not "artificial intelligence". It did not try to act or sound sentient, it simply responded to commands and ran programs.
TOS had the m5, which went rogue and started attacking and blowing up other starships, and lower decks had the Texas class, which went rogue and started attacking other starships
There is at least one instance where it was written as sapient in TNG. That was mostly for a joke, though. Specifically, there was a running gag in early TNG with Data getting a bit too into defining things and someone (usually Picard) would interrupt him with something along the lines of, "Thank you, Data, we get it." In one scene, Data is alone and only talking to the computer, which gives the line there.
Though it could create intelligence. "Computer, make an opponent that can be better than data". Ok, guess it's time to make a sentient hologram then.
But that could only be done if the method do so had been stored as a program in the databanks. In Voyager, when they try to replicate The Doctor; Harry writes a program and then tells the computer to run that program. When the hologram fails, he has to reprogram it and run again.
It's not like Star Trek is the most consistent over time.
In Voyager, they did tend to treat the Doctor with more care and show that it was a lot of hard work. By extension the other sentient holograms.
In TNG, they absolutely just casually upgraded a run of the mill holodeck NPC to a sentient being with a single supremely vague directive.