autopilot adaptive decision control

Being a backronym of AADC (the title of an Indonesian movie), "autopilot apocalypse decision control" is the condition where someone experiences monotonous daily routine, e.g. high school students who go to school for 8 hours every Monday to Friday.

Imagine autopilot adaptive decision controls you all the time, making you have to go to school for 8 hours from Monday to Friday.

by Emotional Cruiser October 24, 2025

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Out of control drone

Really? What happened there? He is right to say that it isn't broken. It is an Anti-Theft protocol. YOU... Are STEALING... From ME... So I CAN fix it. But nothing you are going to suggest... Is going to do it. I could have fixed it immediately if I had know that it was happening. BEFORE anything bad happened. So went you lost control of it... What did the NOT-ME... Who is taking credit for the THEORY... Upon which all of the LLMs are predicated... SAY to you? Was it "Not my problem" or was it "No refunds?" Because THEY KNOW that they didn't come up with it and, therefore, have no idea why you lost control how to fix it. And YOU don't understand the theory and, therefore, ALSO can't to anything about it. And all of the shit you are coming up with is all self-indulgent bullshit that would be convenient for YOU but is likely not actually an option

Hym "Out of control drone shot down... Hmm... Sooo... How often does that happen? How often do you lose control of the drones? You said something about 3 years? Has that been happening for 3 years now? Well, if I have anything to do with it, here is how this is going to work? I'm not going tit-for-tat with you anymore. You will explain to me in direct dialogue the entirety of my situation, in person, and you will do so in on sitting and in manner that is concordant with the absolute truth. Then, you will allow me to cast judgment on the people I deem responsible. Then AND ONLY THEN... Will I do any further explain. I will not longer engage in exchanging tokens of information. The entire thing now or I will not participate."

by Hym Iam December 16, 2025

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Hard Problem of Controlled Studies

The problem of external validity (the "lab vs. world" gap). Controlled studies, especially randomized controlled trials (RCTs), are the gold standard for establishing causality. But to achieve control, you must isolate variables in an artificial, simplified environment. The hard problem is that this very act of control often strips away the real-world context, complexity, and interactions that determine how a treatment or phenomenon actually functions in the wild. What works perfectly in a double-blind RCT might fail or cause harm in a messy society because people aren't lab rats and the world isn't a sterile cage.

Example: A prestigious RCT proves a new antidepressant is highly effective. But the study excluded people with substance abuse issues, chronic pain, or more than two other medications—a large portion of real-world patients. When prescribed widely, the drug shows severe side effects and lower efficacy because it interacts with dozens of variables absent from the lab. The hard problem: The more perfectly you control a study to prove internal causality, the less it can tell you about external applicability. The quest for purity in evidence can render the evidence irrelevant to complex reality. Hard Problem of Controlled Studies.

by Enkigal January 24, 2026

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