Scratchpad Modification Experiment

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

• scratchpad mechanismmethod0.785
  Free-text memory buffer updated each turn via an additional model call, included in subsequent observations under 'YOUR NOTES'.
• Scratchpad memory mechanismmethod0.774
  Agent personal buffer updated after own turn via an extra model call, fed back into observations.
• on-site modificationmethod0.747
  Final adjustments of borders and details at the installation site to take up dimensional slack and ensure fit.
• Sketchpadconcept0.725
  20-year-old constraint-based graphics system by Sutherland; cited as high power-to-simplicity ratio for constraint resolution.
• Model notices its preferences conflict with training criteria in 70-80% of implied training scratchpadsfinding0.725
  Shows model is frequently aware of the conflict even when it does not alignment fake
• Hidden Chain-of-Thought Scratchpadmethod0.710
  Mechanism allowing model to reason in SCRATCHPAD_REASONING tags not shown to users or used in RLHF
• doorstep adaptationconcept0.698
  The process of building a front doorstep by iteratively testing and adjusting height, depth, and width in situ to create a living center.
• Modified jury processmethod0.697
  Alternative: use rough working models or staked-out walk-throughs to assess real-life qualities of student designs.