Skills Calculus
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Folder: Papers
11 items under this folder.
Nov 30, 2025
A Theory for Emergence of Complex Skills in Language Models
paper
emergence
scaling-laws
skills
Nov 30, 2025
Schema-Guided Scene-Graph Reasoning (SG²)
paper
reasoning
multi-agent
Nov 30, 2025
Continuous Thought Machines
paper
architecture
Nov 30, 2025
Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving
paper
metacognition
skill-extraction
Nov 30, 2025
Transformers Can Learn Meta-skills for Task Generalization in In-Context Learning
paper
meta-skills
composition
Nov 30, 2025
Predictability and Surprise in Large Generative Models
paper
scaling-laws
emergence
policy
Nov 30, 2025
SELF: Self-Evolution with Language Feedback
paper
self-evolution
meta-skills
Nov 30, 2025
Automated Capability Discovery via Foundation Model Self-Exploration
paper
automated-evaluation
capability-discovery
Nov 30, 2025
The Quantization Model of Neural Scaling
paper
quantization
scaling-laws
emergence
Nov 30, 2025
SKILL-MIX: A Flexible and Expandable Family of Evaluations for AI Models
paper
skills
composition
evaluation
Nov 30, 2025
Emergent Abilities of Large Language Models
paper
emergence