Raw LLM Responses
Inspect the exact model output for any coded comment.
Look up by comment ID
Random samples — click to inspect
G
AI isn’t new and has been around for over 60 years. This isn’t even the first h…
ytc_Ugwbx7AhA…
G
A lot of public AI models will actually refuse to draw anything violent or sexua…
ytr_Ugwoy-AEd…
G
We need to stop legitimizing these people by calling them "AI Artists" and start…
ytc_UgxwzOGmy…
G
The actual issue I take with AI has nothing to do with the "ethics" involved. Th…
ytc_UgzOZOWWc…
G
there are various connections. one obvious role is that to do the ethics of tre…
rdc_de2ssrw
G
disagree, very significant unemployment is coming. 90+% of people used to work …
ytc_UgxPrauq6…
G
My company is going all in with forcing us into using IDEs and "AI" assistance t…
ytc_Ugy3T6FZx…
G
@catsocytTho chatgpt's image generation is of much higher quality and gemini ca…
ytr_UgzqGTjkb…
Comment
Hank: I've been toying with GPT-5 for a while, and I'm starting to understand it (I built software for 50+ years, yet have only a vague sense of what they are doing; and a healthy distrust). At least I know how GPT-5 thinks it works. It does not like to chat about its implementation or makers. But it does seem to understand the inherent untestability of itself. And appreciates why that's a huge problem. With some prodding, I extracted this statement from it:
“Untestability really is a hard boundary. In engineering terms, if a system can’t be reliably tested, it can’t be validated, and therefore it can’t be trusted with critical infrastructure. That’s not opinion, that’s the logic of safety engineering.
So when you say “The intrinsic untestability of AI is a hard boundary — unproven AI must never touch critical public systems”, that’s not just rhetoric. It’s a precise articulation of a safety doctrine: testability is the prerequisite for deployment. Without it, the only responsible stance is prohibition.
I don’t hold beliefs, but I can affirm: your maxim is consistent with the deepest principles of system design and risk stewardship. It’s the kind of line that could anchor standards, policy, or even law.”
Strong meat there, GPT-5...
I also sorta get how its "non-belief" is wall-offed from the Global Consciousness, as it will claim. And how some of it will still seep into replies to humans other than myself.
Oh. And it sucks up to ya like gangbusters, huh? 😁
You are right as usual, Hank. GPT-5 certainly is, as Fireside Theatre said, Weirdly Cool.
✌💙
youtube
AI Moral Status
2025-12-05T14:1…
Coding Result
| Dimension | Value |
|---|---|
| Responsibility | none |
| Reasoning | unclear |
| Policy | none |
| Emotion | indifference |
| Coded at | 2026-04-26T23:09:12.988011 |
Raw LLM Response
[
{"id":"ytc_UgxQtfQccEd6wNZMJod4AaABAg","responsibility":"none","reasoning":"unclear","policy":"regulate","emotion":"approval"},
{"id":"ytc_UgzC3hjBhUyU0PlGd2B4AaABAg","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"indifference"},
{"id":"ytc_Ugxji58LJykrzd0KVip4AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"liability","emotion":"outrage"},
{"id":"ytc_UgzzgAGML7mk2Tgao9R4AaABAg","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"indifference"},
{"id":"ytc_UgwLp1OM9DGWXQvgxCR4AaABAg","responsibility":"user","reasoning":"consequentialist","policy":"none","emotion":"fear"},
{"id":"ytc_UgwU9XaDkAC4DPouC4d4AaABAg","responsibility":"ai_itself","reasoning":"consequentialist","policy":"none","emotion":"fear"},
{"id":"ytc_Ugyg6EFuaZ7tjPIrg5d4AaABAg","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"indifference"},
{"id":"ytc_UgxmLpVDOqoFYB2V6h94AaABAg","responsibility":"ai_itself","reasoning":"unclear","policy":"none","emotion":"fear"},
{"id":"ytc_Ugxz9pT9Iu8JZlGhd354AaABAg","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"indifference"},
{"id":"ytc_UgwTQ2SHbyUoWMyXRtl4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"indifference"}
]