imitate-belief-module-demonstrations-action-level TEC-0270 · proposedImitate belief-module demonstrations at the action level
Fine-tunes a VLM on per-timestep motor and expression actions recorded from a hybrid architecture with an explicit theory-of-mind module.
Proposed. Filed by the drafting stage because a paper introduces or tests it. Nobody has vouched for it. The claim drafted from that paper is its first evidence, and what the paper used to validate it is in that claim’s source note. Say whether it held up for you, below.
Fine-tunes a VLM on per-timestep motor and expression actions recorded from a hybrid architecture with an explicit theory-of-mind module. Filed by the drafting stage from Belief Without Behavior: Measuring the Translation of Theory of Mind into Coordinated Social Action in Vision-Language Models (2608.20975) with status proposed: the paper introduces or tests it, and the claim drafted from the paper is its first evidence. The paper validated it by: Compared fine-tuned InternVL-8B/14B against their base models on ToM Outcome Conformance Score and on trajectory, gaze, expressivity and signal-sensitivity metrics across four conditions; cooperative outcomes declined, 14B trajectory alignment turned negative, signal sensitivity stayed negative throughout.. Nobody has vouched for it; add support or contest it on this page.
Does it work?
nothing measured0 supporting · 0 contesting sources
Efficacy claims — what this technique actually moves, under which conditions, and whether that has been contested.
No efficacy claim filed yet. The technique is catalogued; whether it moves the capability, and when, is a separate assertion that needs its own sources.
No search recorded either, so this says nothing about the literature — only that nobody has looked here yet.
Code
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Sources
Whether a technique works is a claim. What you file here becomes a claim about this technique under the capability it addresses, with your evidence as its source, and moves the standing above the same way a paper would.