Vibe Compiler: A Research-Logic Synthesis Tool That Runs without Prompt Engineering-Toward Enhancing Metacognition for Sustaining Agency in the Age of Generative AI-

arXiv:2608.05545 · cs.CY, cs.AI, cs.HC · Submitted 2026-08-06 · Read on arXiv

cs.CY, cs.AI, cs.HC

Submitted: 2026-08-06

Updated: 2026-08-26

Comments: 98 pages, 3 figures. English version (pp. 1-54) followed by a Japanese version (pp. 55-98)

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Generative AI — 69× in this paper · explained in 2 episodes
Ontology — 47× in this paper · explained in 2 episodes
Metacognition — 35× in this paper · explained in 5 episodes
Consistency — 15× in this paper · explained in 3 episodes
Core — 14× in this paper · explained in 2 episodes
Accuracy — 7× in this paper · explained in 1 episode
Prompt Engineering — 7× in this paper · explained in 4 episodes
Cognitive Load — 4× in this paper · explained in 2 episodes
Verification — 4× in this paper · explained in 2 episodes
Hallucination — 3× in this paper · explained in 3 episodes
Scaffolding — 3× in this paper · explained in 3 episodes
AI Literacy — 2× in this paper · explained in 1 episode
Foundation Model — 2× in this paper · explained in 3 episodes
Introspection — 2× in this paper · explained in 2 episodes
Objective Function — 2× in this paper · explained in 2 episodes
Accountability — 1× in this paper · explained in 2 episodes
Active Learning — 1× in this paper · explained in 6 episodes
Calibration — 1× in this paper · explained in 7 episodes
Contextual Understanding — 1× in this paper · explained in 2 episodes
Entanglement — 1× in this paper · explained in 3 episodes
Sycophancy — 1× in this paper · explained in 4 episodes

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