Off-target Noise Amplification

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

• Off-target effectsconcept0.794
  Unintended changes in model behavior when performing edits; compared between VPD editing and fine-tuning.
• Bias Amplificationconcept0.756
  Problem cited as a limitation of current LLMs; PRH predicts larger models should amplify bias less
• Off-Topic Detector Latent Ablationmethod0.750
  Causal intervention clamping 26 identified OTD latents to zero during steered inference to test ESR contribution
• Design as Intelligence Amplificationconcept0.717
• Target vs. Off-Target Probe Area Metricmethod0.713
  Metric introduced to quantify steering selectivity by comparing the area of target and off-target concept probes.
• Intelligence Amplification (IA)concept0.713
  The idea of using machines/systems to magnify human intellectual capability, early AI concept tied to Alexander's Notes.
• Offloading Intelligenceconcept0.711
• Off-topic detector is a functional label based on selection methodology; these latents may serve broader coherence-monitoring roles beyond detecting off-topic contentclaim0.710
  Epistemic caution about over-interpreting the OTD label given the heterogeneity of identified latents