Agentic Empirical Asset Pricing: Methodological Foundations

arXiv:2609.00731 · cs.AI, cs.LG, q-fin.ST · Submitted 2026-09-01 · Read on arXiv

cs.AI, cs.LG, q-fin.ST

Submitted: 2026-09-01

Updated: 2026-09-01

Comments: 26 pages, 5 figures, 12 tables

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

Terminology

• alpha — 30× in this paper · explained in 1 episode
• Alignment — 10× in this paper · explained in 1 episode
• Consistency — 9× in this paper · explained in 3 episodes
• Empirical Asset Pricing — 9× in this paper
• Agentic Empirical Asset Pricing — 6× in this paper
• Core — 6× in this paper · explained in 2 episodes
• Ablation — 5× in this paper · explained in 1 episode
• Fidelity — 5× in this paper · explained in 2 episodes
• Redundancy — 5× in this paper · explained in 2 episodes
• Agentic AI — 3× in this paper · explained in 1 episode
• Generative AI — 3× in this paper · explained in 2 episodes
• Grounding — 3× in this paper · explained in 3 episodes
• Trace — 3× in this paper · explained in 2 episodes
• Adaptivity — 2× in this paper · explained in 1 episode
• Agentic Framework — 2× in this paper · explained in 6 episodes
• Benchmark — 2× in this paper · explained in 2 episodes
• Failure Modes — 2× in this paper · explained in 3 episodes
• Fine-Tuning — 2× in this paper · explained in 5 episodes
• LLM judge — 2× in this paper · explained in 2 episodes
• Reinforcement Learning — 2× in this paper · explained in 4 episodes
• Abstraction — 1× in this paper · explained in 1 episode
• Actor — 1× in this paper · explained in 3 episodes
• Adam — 1× in this paper · explained in 2 episodes
• Agentic AI systems — 1× in this paper · explained in 1 episode
• Agentic Discovery — 1× in this paper · explained in 1 episode
• Agentic Loop — 1× in this paper · explained in 1 episode
• Agentic Search — 1× in this paper · explained in 1 episode
• Agentic System — 1× in this paper · explained in 2 episodes
• Alpha Decay — 1× in this paper · explained in 1 episode
• Feature Engineering — 1× in this paper · explained in 3 episodes
• Fingerprinting — 1× in this paper · explained in 2 episodes
• Generalization — 1× in this paper · explained in 13 episodes
• Homogenization — 1× in this paper · explained in 2 episodes
• Information Leakage — 1× in this paper · explained in 2 episodes
• Multi-Agent Framework — 1× in this paper · explained in 3 episodes
• Robustness — 1× in this paper · explained in 5 episodes
• Scaffolding — 1× in this paper · explained in 3 episodes

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