Brett Caughran: SALP portfolio approach resembles Archegos, not Melvin or LTCM

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03.08.2026

Brett Caughran: SALP portfolio approach resembles Archegos, not Melvin or LTCM — SALP compared to Archegos in strategy

Brett Caughran compares the portfolio construction approach of SALP to that of Archegos, rather than Melvin or LTCM.

Caughran highlights that SALP was reportedly operating with gross leverage of 400 percent and held concentrated, directional, and illiquid positions, referencing recent CNBC reporting. He notes that while all the details are not confirmed, the level of leverage is highly unusual.

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Caughran has previously discussed how blending investor judgment with large language models is gaining traction, referencing a Bridgwater and Thinking Machines paper on AI investing. He has also examined how agents could challenge established portfolio theories such as the Grinold frontier in public markets, moving beyond automation, in a separate analysis. These earlier observations provide context for his commentary on risk-taking and leverage in SALP’s portfolio approach.

This material may contain third-party opinions, none of the data and information on this webpage constitutes investment advice according to our Disclaimer. While we adhere to strict Editorial Integrity, this post may contain references to products from our partners.

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