Research Reports

Academic-quality weekly market analysis reports powered by GPT-4 and validated with historical market data

Methodology

Data Sources: Our analysis aggregates market-related news articles from established sources including Tagesschau, Handelsblatt, CoinDesk, and Bloomberg via their public RSS feeds.

AI Analysis: Each article is processed using OpenAI's GPT-4o model (August 2024 version) to extract sentiment scores (-1 to +1 range), market context classification (DAX, NASDAQ, Tech, Crypto, Energy), and probabilistic forecasts.

Validation: Predictions are evaluated against actual market movements using Yahoo Finance historical data (yfinance library) to calculate directional accuracy rates and calibration metrics.

Statistical Processing: Reports include confidence intervals (95%), standard deviations, correlation matrices, and calibration curves computed using SciPy statistical methods.

How to Cite

APA Style (7th Edition)

AIamond Research Team. (2026). AI-Powered Market Trend Analysis Reports. AIamond. Retrieved from https://aiamond.com/reports

BibTeX Format

@misc{aiamond2026, author = {AIamond Research Team}, title = {AI-Powered Market Trend Analysis Reports}, year = {2026}, url = {https://aiamond.com/reports}, note = {Accessed: 2026-02-09} }

Fair Use Statement

These reports contain historical analysis of publicly available news feeds. Our AI-extracted sentiment scores, statistical summaries, and evaluations constitute transformative fair use under § 87f UrhG (German Copyright Act) and US Fair Use doctrine (17 U.S.C. § 107) for purposes of research, criticism, and education. Original news articles are linked and attributed to their respective publishers.

Available Publications

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For Researchers

Data Access: Researchers requiring access to raw data, model outputs, or custom analysis periods can contact us at research@aiamond.com.

API Access: Academic institutions can request API access for automated data retrieval. Rate limits and quotas will be negotiated based on research scope.

Collaboration: We welcome collaborations with universities and research institutions. Please include your institutional affiliation and research proposal in your inquiry.

License: CC BY-NC-SA 4.0 (Attribution-NonCommercial-ShareAlike)

DOI Registration: In progress (contact for pre-print status)

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