#sec-filings News & Analysis

3 articles tagged with #sec-filings. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

3 articles

AIBearisharXiv – CS AI · 3d ago7/10

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FinVerBench: Benchmark Validity and Calibration in Large Language Model Financial Statement Verification

Researchers introduced FinVerBench, a benchmark for evaluating how well large language models verify financial statement accuracy using real SEC 10-K filings. Testing 14 contemporary LLMs revealed critical limitations: most models produced 95-100% false positives on clean statements, while performance varied dramatically based on how financial data was rendered, suggesting financial verification requires calibrated judgment beyond arithmetic detection.

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AIBearisharXiv – CS AI · Apr 77/10

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Artificial Intelligence and Systemic Risk: A Unified Model of Performative Prediction, Algorithmic Herding, and Cognitive Dependency in Financial Markets

A new unified model demonstrates that AI adoption in financial markets creates systemic risk through three channels: performative prediction, algorithmic herding, and cognitive dependency. Using SEC Form 13F data from 2013-2024, researchers found AI adoption generates superlinear growth in systemic risk and tail-loss amplification of 18-54%.

AIBullisharXiv – CS AI · Mar 27/1012

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FinBloom: Knowledge Grounding Large Language Model with Real-time Financial Data

Researchers have developed FinBloom 7B, a specialized large language model trained on 14 million financial news articles and SEC filings, designed to handle real-time financial queries. The model introduces a Financial Agent system that can access up-to-date market data and financial information to support decision-making and algorithmic trading applications.