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Yunero Capital invests in a diversified portfolio of global assets with a long-term focus. We seek enduring value through disciplined ownership of established businesses, private companies, and strategic opportunities across public and private markets.
We are currently in active research — exploring how frontier AI and intelligent systems design can be applied to global markets, quantitative analysis, and portfolio decision-making to identify and extract durable alpha.
Where AI Meets Markets
Rethinking thematic investing.
Markets move on themes — AI, energy, security, supply chains — long before they move on any single company's numbers. Our research asks whether those themes can be detected early and traded systematically.
What we're investigating
We're exploring whether clustering techniques, combined with frontier AI and quantitative analysis, can extract durable alpha from the markets:
Clustering discovers themes as they form, grouping thousands of daily news articles into the stories the market is telling — and tracking each one's momentum, novelty, and decay over time.
Frontier AI interprets those themes, reasoning about which listed companies stand to benefit and translating a narrative into an investable basket of stocks.
Along the way, we test the predictive capabilities of large language models themselves — measuring how well different frontier models turn a story into a market call.
Quantitative analysis keeps us honest: point-in-time signals, leak-free backtesting, walk-forward validation, and fair benchmarks separate durable alpha from lucky hindsight.
Does this interest you? Whether you're a researcher, investor, someone with an idea seeking investment, or simply curious about where AI meets markets — we'd love to hear from you.