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AI reshapes repetitive research in hedge funds, Spiros Margaris notes
Spiros Margaris, founder and owner at Margaris Ventures, highlights a major shift coming to hedge funds and Wall Street as AI takes on repetitive research work.
Margaris states that as software accelerates the process of scanning filings, detecting accounting red flags, and surfacing hidden risks, the analyst role will change dramatically. He believes those who only collect data will no longer have an edge.
Margaris has previously commented on rapid AI investment trends in large companies, noting that Uber depleted its 2026 AI budget quickly. He has also tracked capital flows in the sector, pointing to Anthropic's $65 billion funding round and reported $965 billion valuation. These developments spotlight the scale and pace of AI adoption among major firms.
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