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Hidden Systems/29 articles

Research

Research on financial markets, social simulation, behavioural modelling, and collective judgment.

Behavioural simulationAugust 8, 202614 min read

Modelling Human Action

An examination of evidence, exposure, memory and evaluation in actor-level behavioural prediction.

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Social simulationAugust 8, 202614 min read

Simulating Society

An examination of interaction, exposure, uncertainty and empirical validation in agent-based social simulation.

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Stock researchAugust 8, 202613 min read

The Best Stock News Sources: A Research Stack

Build a reliable stock news stack with SEC filings, investor relations, official data, trusted reporting, market context, and social intelligence.

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Forecasting scienceAugust 7, 202615 min read

Calibration and Collective Judgment

An examination of calibration, forecast aggregation, shared error and prospective evaluation in human and AI forecasting.

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Stock toolsAugust 6, 202611 min read

Best Stock Sentiment Analysis Tools in 2026

A current comparison of Nebula, Stocktwits, Quiver Quantitative, MarketPsych, and LunarCrush for stock sentiment, social attention, and research.

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Stock researchAugust 6, 202612 min read

How to Use Social Sentiment for Stock Research

A step-by-step workflow for turning stock social sentiment into research: detect attention, verify catalysts, compare price, and avoid crowd-driven mistakes.

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Stock sentimentAugust 6, 202610 min read

Measuring Market Sentiment

A practical guide to stock market sentiment: how it is measured, how social sentiment differs from market indicators, and how to use it responsibly.

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Prediction marketsAugust 6, 202612 min read

Prediction Markets Explained

Learn how prediction markets work, why contract prices imply probabilities, how markets settle, what research says about accuracy, and the key risks.

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Market intelligenceJuly 31, 202613 min read

Financial Market Intelligence Use Cases

Eight practical financial market intelligence use cases for stock screening, sentiment, narratives, risk monitoring, APIs, and AI research agents.

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