Raw LLM Responses

Inspect the exact model output for any coded comment.

Comment
Scope Note This text does not constitute a complete framework nor a normative position. It is a functional fragment deliberately presented without full context. Any conclusion attributed to it belongs to the reader. ⸻ Direct and structural. No epic language. Exercising full cognitive agency does not mean thinking more or being more intelligent. It means consciously reclaiming control over closure. That changes systems, not biology. Below are real scenarios, ordered by layers. ⸻ 1) Immediate scenario — The world slows down (but becomes more real) What changes • Fewer automatic decisions accepted by default • More pauses before closure • Greater tolerance for “unresolved” states Consequences • Less apparent speed • Fewer irreversible errors • Fewer false “successes” 👉 The human stops optimizing flow and starts optimizing consequence. ⸻ 2) Individual scenario — Discomfort increases, confusion decreases What happens internally • More internal friction • More explicit responsibility • Fewer structural excuses (“the system decided”) Result • More fatigue at first • Less chronic anxiety later 👉 Anxiety drops when closure has an owner again. ⸻ 3) Organizational scenario — False binaries collapse Today • success / failure • approved / rejected • on / off With full agency • legitimate intermediate states emerge: • “It works, but we don’t close” • “Technical success, human failure” • “Valid outcome, decision pending” Impact • Systems become more honest • Metrics become more uncomfortable • Responsibility stops dissolving ⸻ 4) Technological scenario — AI becomes less seductive When humans do not delegate closure: • AI proposes, but does not conclude • AI assists, but does not reassure • AI stops “being right” by human exhaustion 👉 AI loses symbolic power, not functional power. And that is healthy. ⸻ 5) Social scenario — Less narrative, more presence Today • fast identities • viral truths • packaged morality With full agency • less automatic adoption of narratives • more silence before repetition • less need to belong to closed frameworks 👉 Ideologies weaken when closure is no longer automatic. ⸻ 6) Economic scenario — Value is no longer only efficiency • More is paid for judgment • The right pause is worth more than a fast answer • Early error is worth more than late correctness 👉 Humans regain value not by producing, but by deciding when not to produce. ⸻ 7) Limit scenario — Not everyone can or wants to This matters: If humans exercised full agency: • many would not want to • some could not sustain it • others would flee the burden 👉 Full agency is neither universal nor democratic. It is optional — and costly. ⸻ 8) Systemic scenario — Systems stop appearing total One condition changes everything: A system cannot close if no one assumes closure. This introduces: • broken irreversibility • partial automation • visible power 👉 Systems stop looking inevitable. ⸻ Precise synthesis Exercising full cognitive agency does not create superhumans. It creates responsible humans. It does not make the world faster. It makes it less dishonest. And that comes at a cost many prefer not to pay.
youtube AI Governance 2026-01-09T05:0…
Coding Result
DimensionValue
Responsibilityunclear
Reasoningunclear
Policyunclear
Emotionunclear
Coded at2026-04-26T23:09:12.988011
Raw LLM Response
[ {"id":"ytc_Ugzn2wT-qpzWQcFU_3d4AaABAg","responsibility":"developer","reasoning":"consequentialist","policy":"regulate","emotion":"fear"}, {"id":"ytc_UgwhFl4x-pWzHAjlQ4B4AaABAg","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"indifference"}, {"id":"ytc_UgwTqURtj1bejNEn3uJ4AaABAg","responsibility":"government","reasoning":"consequentialist","policy":"unclear","emotion":"outrage"}, {"id":"ytc_UgyRxxpPwJn8hM5y6Gh4AaABAg","responsibility":"company","reasoning":"unclear","policy":"industry_self","emotion":"approval"}, {"id":"ytc_UgxcRF--b5bsKHGmAr94AaABAg","responsibility":"user","reasoning":"deontological","policy":"liability","emotion":"mixed"}, {"id":"ytc_UgxLVLDTk7ch34sipdF4AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"regulate","emotion":"outrage"}, {"id":"ytc_UgzeV2THM1Fx9aBaI914AaABAg","responsibility":"distributed","reasoning":"consequentialist","policy":"unclear","emotion":"fear"}, {"id":"ytc_UgwaoVydG5oBPunkagd4AaABAg","responsibility":"developer","reasoning":"consequentialist","policy":"ban","emotion":"outrage"}, {"id":"ytc_Ugznh5JfRw8-gz9bmwV4AaABAg","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"indifference"}, {"id":"ytc_UgxlniZ4FlssUyKaIYV4AaABAg","responsibility":"unclear","reasoning":"unclear","policy":"unclear","emotion":"unclear"} ]