Technical Disclosures

Research & Publications

Peer-level transparency into our algorithmic architecture, research methodology, and performance validation.

December 2024

AEON: The Dawn of the HYPERION Grid

Comprehensive roadmap for scaling algorithmic signal generation into an autonomous trading infrastructure. Introduces the Shadow Log Protocol and Zero-Copy Decoupling architecture.

Research Paper

December 2024

Can Language Models Trade?

Proof-of-concept demonstrating 7B parameter LLM achieving 1.34 Sharpe ratio on NQ futures with 94% technical pattern recognition accuracy.

Research Status

All published research represents early-stage exploratory work. Vestige LLC does not currently employ LLMs for live trading. We are actively developing larger model architectures (13B+, 70B+) as our research progresses.

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