Raw LLM Responses

Inspect the exact model output for any coded comment.

Comment
Enrique Marq, I really appreciate the engineering and the idea behind this, it’s impressive work. I do wonder, though: what’s the end goal when this level of automation is applied to social media, which originally existed for human expression and connection? If our social presence is generated by AI, posts written in our “voice,” scripts authored by systems trained to sound like us, what are we actually doing when we “connect” online? At that point, it feels less like people sharing genuine thoughts and reactions, and more like AI systems interacting with each other on our behalf. If everyone is doing this, what’s the point of socializing at all? Part of the value of connection is the time, effort, and intent behind it. Writing something yourself, crafting a thoughtful message, spending attention, that effort is a signal that the people you’re talking to matter. It’s a bit like a handwritten note or choosing a meaningful gift. The effort itself carries meaning. If we outsource that entirely, we may gain efficiency, but we lose the original purpose: the human care behind the act.
LinkedIn AI Research & Models Software Developer - Staff at Teradici 2026-04-16T18:3…
Coding Result
DimensionValue
Primary valuehuman_autonomy
Secondary valuedignity
Alignment targetindividual_users
Stancecritical
Emotionfear
Value justificationThe speaker values human autonomy because they question the point of socializing if AI systems are generating posts and interacting on behalf of humans, implying a loss of genuine human connection and expression.
Target justificationThe target of the speaker's concern is individual users, as they reflect on the implications of AI-generated social media content on personal relationships and the value of human effort and attention in online interactions.
Coded at2026-06-11T07:54:33Z
Raw LLM Response
``` { "value_primary": "human_autonomy", "value_secondary": "dignity", "target": "individual_users", "stance": "critical", "emotion": "fear", "value_justification": "The speaker values human autonomy because they question the point of socializing if AI systems are generating posts and interacting on behalf of humans, implying a loss of genuine human connection and expression.", "target_justification": "The target of the speaker's concern is individual users, as they reflect on the implications of AI-generated social media content on personal relationships and the value of human effort and attention in online interactions." } ```