Interesting articles from around the world

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Periodic table of AI startups – 14 company categories

Classification of 305 AI startups that raised funding (Feb 2025 - Feb 2026)
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Funding and outcomes analysis of 100,000 startups

A study of model data for predicting IPO, acquisition, or shutdown outcomes
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25-year risk-return analysis of investment portfolios

Risk and return are directly related: the higher an asset's potential profit
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Who bought U.S. oil in 2025 - how that may change in 2026

A detailed analysis of U.S. Energy Information Administration data on U.S.
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Housing bubble risk in major cities around the world

For asset managers and investors, such rankings serve as a warning sign
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WOA Crypto - the best cloud mining platform of 2025

Company sets the industry benchmark for profitable and ethical cloud mining
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Using AI tools to think beyond a single asset class

Discover how AI-powered tools help traders monitor multiple asset classes
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How to verify FRTX’s stated license - practical neutral guide

A practical look at how users can verify FRTX’s publicly stated license details
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Investment portfolio #1 - stocks of the best US companies

Limited risks with a high probability of achieving return targets
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Setting realistic expectations against marketing narratives

What a simple habit for telling real surprises from ordinary market noise
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Specialist-assisted onboarding: pros and cons for beginners

How to keep control of the pace of any first conversation with a specialist
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