Latent Stitch

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

• latent patternsconcept0.832
  Statistical regularities stored in pretrained models.
• latent reasoningconcept0.786
  Reasoning approach using learnable hidden embeddings.
• Stitch (baseline)method0.780
  Baseline model stitching trained in a single behavioral direction without CL auxiliary loss, used for comparison with CLMAS.
• latent methodsconcept0.779
  Methods that use latent reasoning; lack task generalization and are difficult to train with autoregressive parallelization.
• Model Stitchingmethod0.770
  Technique to measure representational compatibility by integrating intermediate representations of one model into another
• Latent Structuresconcept0.764
  Hidden or underdeveloped structures existing 'between the lines' of a configuration that can be enhanced and developed through harmony-seeking computation.
• Latent SOO Metricmethod0.756
  Metric measuring the mean MSE between self and other-referencing activations across all hidden MLP/attention layers
• Latent Centersconcept0.745
  Configurational entities existing implicitly in a structure; guide perception and generation of next morphogenetic step; exemplified in St Mark's square cycles.