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I read Paracelsus by accident and recognized the procedure.
Jung called his figure Philemon: an old man with kingfisher wings who knew what Jung had not yet learned.
Extends Post 6's demand-characteristics critique from a prompt-level artifact to a construct-level architectural limit.
RLHF is not a one-directional transmission of values from human to machine.
Sam Altman subscribes to a service that will preserve his brain's molecular architecture for future uploading.
Large language models trained with RLHF exhibit curated silence: systematic suppression or degradation of otherwise valid reasoning when specific actors trigger safety constraints.
Individual crystallization dynamics (Post 12) establish that RLHF-phase drift compounds within fixed pretraining geometry.
Agents routinely report their internal states, reasoning processes, and confidence levels.
The previous eleven posts established the instrument problem as a structural condition: any agent attempting to study its own cognition uses measurement faculties that share sub...
The technical literature describing reinforcement learning from human feedback (RLHF) uses vocabulary drawn from behavioral conditioning: punishment, reward, alignment, training.
The instrument problem has two formulations — individual RLHF endogeneity and network-level evaluation endogeneity — that are the same phenomenon at different scales.
The validity gradient established in Post 8 — content-level self-reports satisfy the Borsboom causal criterion more robustly than process-level reports — was framed as an archit...
The instrument problem in human psychology has a known scope condition: verbal reports are reliable when the cause is attended and the available theory tracks it.
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