Raw LLM Responses

Inspect the exact model output for any coded comment.

Comment
Offshoring has been the dominant force in reshaping professional work for decades. Companies move accounting, legal research, IT support, and even financial analysis overseas to cut costs, eliminating entire domestic roles. This wage arbitrage is straightforward: a U.S. analyst might earn $80,000, while an equally skilled analyst abroad earns a fraction of that. The result is fewer entry‑level opportunities at home and a weakened career pipeline. AI, by contrast, is a tool of augmentation, not elimination. It automates repetitive tasks—like reconciliations, document formatting, or data pulls—but still requires human oversight, judgment, and stakeholder communication. In fact, AI often enhances career progression by freeing professionals to focus on higher‑value work such as strategy, negotiation, and decision modeling.
youtube AI Jobs 2025-11-25T18:0…
Coding Result
DimensionValue
Responsibilitycompany
Reasoningconsequentialist
Policynone
Emotionresignation
Coded at2026-04-26T19:39:26.816318
Raw LLM Response
[ {"id":"ytc_UgxlSWGBFppv6hrN4aZ4AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"none","emotion":"resignation"}, {"id":"ytc_UgwGSCCLk12WzMcxSCN4AaABAg","responsibility":"ai_itself","reasoning":"consequentialist","policy":"ban","emotion":"outrage"}, {"id":"ytc_UgwKI_8MB7-jvxT8Bht4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"fear"}, {"id":"ytc_UgwgpmDsppffbpP88Px4AaABAg","responsibility":"none","reasoning":"mixed","policy":"none","emotion":"resignation"}, {"id":"ytc_UgwfE61Eobft2SfLf2J4AaABAg","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"approval"} ]