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Hunt Globally, Miss Nothing: Why Tree-Based AI Agents Beat ‘Run-It-Longer’ Research

Deals are not usually lost because nobody wrote a beautiful market summary. They are lost because the right asset sat in a regional announcement, under a local-language alias, attached to a company page, trial registry, conference PDF, or corporate filing that nobody searched properly. Then, six months later, the same asset appears in a large-pharma partnership press release, and everyone acts surprised. The surprise is often very well-formatted. That does not make it useful. ...

February 17, 2026 · 14 min · Zelina