Style Attribute Control for Controllability in LLM Outputs: In-world Artifacts that describe attributes like flourish, rhetorical, stylistic, performative, human-like interaction etc.
Topology Taxonomy of Reasoning Schemes -> Reasoning & Deductive Benchmarks: In-world Artifacts that describe Logic seeds, Mathematical Reasoning, Chain of Thought Validity, Deductive/Inductive evaluation etc.
Emergent Abilities (Scaling-Laws Literature); abilities that appear suddenly with model scale, not explicitly trained: In-world Artifacts that give Emergent Logic Skills and Emergent Flourishey Performative Skills.
LLM Evaluation Taxonomy -> Epistemology sub-domain -> philosophical roots :: HELM, MMLU, and Anthropic HH benchmarks: In-world Artifacts that guide epistemology and philosophy
Keching 