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Only 2 out of 40 LLM-generated trading strategies actually beat a simple buy-and-hold approach, despite claims of superiority from the models themselves.
A novel gating architecture that balances cost and quality in SFT data procurement, achieving near-optimal accuracy while minimizing expenses.
Crypto copilots might seem equally helpful on average, but LATTICE reveals hidden trade-offs in their decision support abilities across different tasks and user priorities.
Seemingly intuitive quality metrics for LLM outputs can actually hurt performance in decentralized inference, unless you carefully audit and calibrate them.
