Feedback loops from internal model representations

Mechanism of using internal activations or representations to create corrective feedback during generation.

Neighborhood — ranked by edge-count

method

Self-Correcting Search
implements
Technique using internal model representations as feedback loops to steer diffusion-based materials generation toward target properties.

concept

Internal model representations
associated_with
The latent activations or embeddings inside a neural network.

cosine ≥ 0.65 · no typed edge

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

Feedback Loopsconcept0.818
Key dimension analyzing how wide the gulfs of execution and evaluation are in a system and how they relate; uses concepts from The Design of Everyday Things.
Where and how is information stored in model-internal representations?question0.796
Core question motivating interchange intervention and interpretability research supported by pyvene
Consciousness Feedback Loopsconcept0.775
Query topic combining consciousness theory with cyclical self-monitoring processes.
LLM Internal Representationsconcept0.755
High-dimensional vectors produced at each transformer layer for each input token; the primary substrate analyzed in this study.
Forward model (output-input model)concept0.750
A model mapping outputs to expected inputs, used in motor control and perception for embodiment.
Intentional control of internal representations likely piggybacks on existing mechanisms for talking about a topicclaim0.750
Mechanism speculation for the intentional control experiment.
We hypothesize that representation geometry drives model behavior — the geometric structure of internal representations causally shapes what models do externally.hypothesis0.743
The causal hypothesis motivating the use of causality (intervention) as the lens connecting representation and behavior geometry.
Stateful Internal Representationconcept0.738
A representation that maintains stable activation across many tokens rather than being locally triggered by specific content