Multi-Attempt Rate (metric)

Secondary metric: percentage of responses containing multiple attempts, separating surface from actual self-correction

Neighborhood — ranked by edge-count

concept

Endogenous Steering Resistance
implements
The central phenomenon introduced by this paper: inference-time recovery from irrelevant activation steering in LLMs

2-hop · via this concept's ideas

Where ideas in this concept connect to the rest of the corpus — the same concept, an analogy, or a restatement elsewhere.

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.

Multi-Attempt Responseconcept0.820
A response containing multiple distinct attempts to answer the prompt, used as primary metric for ESR
Multi-attempt rate peaks at 2.7% around -0.3σ below threshold in boost sweep experimentfinding0.768
Quantitative characterization of ESR operating regime in boost level sweep
ESR Rate (metric)concept0.748
Primary metric: percentage of responses containing multiple attempts that successfully improve on the first attempt
Multi-objective optimizationconcept0.743
Framework for optimizing multiple objectives simultaneously, used in MTL.
Dissociation Between Attempt Frequency and Attempt Success in Fine-Tuningconcept0.726
Key finding pattern where fine-tuning increases attempt rate but not correction success rate
Multiple Realizabilityconcept0.726
Philosophical framework asserting same function can be implemented by very different systems; key to arguing sentience is substrate-independent.
Multiple-choice evaluation method for PM trainingmethod0.726
Using language model log probabilities of answer choices (A)/(B) to produce preference labels.
Multi Level Price Approachframework0.725