Finding 2955Emerging EvidenceValidation V0
Surprisingly, LLMs excel in trend-driven markets but falter in sideways or low-volatility conditions, sometimes being outperformed by simpler, news-agnostic strategies; bigger models can even underperform smaller ones due to overfitting.
82%Confidence
1Evidence objects
v1Version
DraftStatus
Evidence trail
Supporting82% linkage confidence
Surprisingly, LLMs excel in trend-driven markets but falter in sideways or low-volatility conditions, sometimes being outperformed by simpler, news-agnostic strategies; bigger models can even underperform smaller ones due to overfitting.
key_findings bullet 2 · key_findings
Inspect source: CN-Buzz2Portfolio: A Chinese-Market Dataset and Benchmark for LLM-Based Macro and Sector Asset Allocation from Daily Trending Financial News →This Finding was extracted from the configured corpus. It is versioned, traceable, and may evolve through editorial review or new corpus evidence.