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AI, Risk, and the Future of Systematic Investing | Systematic Investor | Ep.387

Channel: Top Traders Unplugged Published: 2026-02-15 12:45
Top Traders Unplugged

A systematic-investing roundtable focused on how AI, US dollar weakness, shifting global risk perceptions, and persistent commodity trends are reshaping CTA opportunities. The speakers argue that trend following is benefiting from real regime change, especially in gold, non-US equities, and some commodities, while debating whether liquid-alts product design and short-term trend models add value or just cost.

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Detailed summary

This episode of Top Traders Unplugged’s Systematic Investor series is a broad market and strategy discussion between host Nils Larsen and guests Andrew Beer and Tom Basso/Roble (as transcribed). The conversation opens with AI and its implications for investing, business processes, and even podcast production. Andrew says he is fascinated by the shift in AI narratives and sees AI as deeply disruptive but likely supportive of trend following because it will create real economic change. Nils and Andrew also discuss how AI could improve allocator diligence and asset allocation, but Andrew stresses that human relationships still matter in asset management. The discussion then turns to a major 2025 theme: the weakening of US exceptionalism. …

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Main takeaways

  1. AI is being treated as a genuine structural force, not a novelty, and both speakers think it will change how investors research, allocate, and operate.
  2. The strongest 2025/early-2026 trend themes are precious metals, non-US equities, and selected commodities or smaller regional equity indices.
  3. US exceptionalism is being re-priced globally, especially through the lens of currency weakness for non-US investors.
  4. Trend-following performance depends heavily on where risk is allocated; concentrated trends matter more than broad market direction.
  5. Long-term trend models are defended as capturing real regime change, while short-term models are criticized as costly and often whipsaw-prone.
  6. The liquid-alts / hedge-fund wrapper market is portrayed as bloated, over-marketed, and often misaligned with investor outcomes.
  7. Investor sophistication is improving, especially around product due diligence and model-based allocations, but mis-selling remains a concern.

Market read by horizon

Short term

Tactically, the market still rewards exposure to the few trends actually working, especially metals, non-US equities, and selected commodities, but those trades are vulnerable to abrupt reversals and de-risking cycles.

  • Near term, the key tactical setup is still the persistence of active trends in precious metals, some non-US equity indices, and parts of the commodity complex.
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  • AI-related disruption may keep reshaping allocator behavior, research workflows, and marketing narratives over the next few months.
  • The immediate risk for trend managers is still sharp reversals in crowded metals or FX moves that force de-risking.
Mid term

Over the next few months, the base case is a continued re-rating of US risk versus the rest of the world, with trend-followers likely to do well if leadership stays concentrated and persistent. The setup weakens if dollar strength returns or if recent winners turn choppy and broad markets lose direction.

  • Over the next several weeks to months, the base case is continued rotation toward non-US assets and selective commodity leadership if US risk perception stays elevated.
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  • CTA and systematic performance should remain decent if trends stay concentrated in a few major markets rather than broadening into noisy mean-reversion.
  • Validation would come from gold, non-US equities, and certain commodities continuing to trend while the dollar remains under pressure.
Long term

The durable regime shift is toward a more multipolar, less US-centric investment world where AI, geopolitics, and commodity re-pricing create recurring dislocations. That is structurally favorable to systematic macro and trend strategies that can adapt faster than discretionary consensus.

  • Structurally, the episode argues that the investment world is entering a more multipolar regime in which US assets are no longer the default anchor for everyone.
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  • AI is framed as a lasting productivity and distribution shock that will change how investment businesses are run, not just how portfolios are traded.
  • The transcript’s durable thesis is that systematic trend-following benefits from genuine macro regime shifts and recurring dislocations, especially when markets change in visible, persistent ways.
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Key claims (9)

MIXED

AI is becoming a profound and practical force in investing, not just a buzzword.

Andrew says he is fascinated by how the AI narrative is shifting and cites an AI-generated voice video as evidence of how real the technology already is.

NEUTRAL

AI may strengthen, not eliminate, the value of personal relationships in asset management.

Andrew argues that asset management remains a people business and that allocators will not simply hand fund selection to AI.

BEARISH

Global investors are reassessing US exceptionalism and US risk after 2025 market moves and dollar weakness.

Tom says investors are increasingly shifting away from the US dollar and thinking differently about American assets.

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Assets discussed (10)

AI
MIXED other

Presented as disruptive and profoundly important for business, research, and asset allocation; also potentially supportive of systematic strategies.

US dollar
BEARISH fx

Tom argues that 2025 saw a shift away from the US dollar and that dollar weakness reduced returns for non-US investors.

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Speakers

GUEST Andrew Beer HOST Nils Larsen GUEST Tom Roble

Interview (23 Q&A)

AI narrative

How is AI changing your thinking about your business and strategy?

Andrew says he is fascinated by AI and is realizing he needs to think more actively about where it fits into his business as it evolves. He adds that the pace and power of change feel profound, and that this disruption could ultimately be positive for trend following because real economic change helps the strategy.

AI networking

Will AI replace the human connection in asset management and conference networking?

Andrew argues asset management is a people business and that allocators are unlikely to let AI pick hedge funds for them. He thinks AI will be leveraged, but not to replace human relationships, and that conferences and in-person meetings will still matter.

managed futures

What does AI-based asset allocation suggest about managed futures?

Andrew says an AI-driven asset allocation analysis unexpectedly included managed futures as a core element for meeting the investor's objectives. He takes that as evidence that the technology may help sophisticated allocators cut through noise and better understand the space.

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Where this transcript pushes against consensus

  • Andrew strongly downplays the value of short-term trend models, while Tom frames the issue more as a risk-allocation and implementation problem.
  • The speakers differ somewhat on how much fixed-position trend capture versus dynamic de-risking should matter in a strong move like gold.
  • Andrew is highly skeptical of many liquid-alt and wrapper products; Tom is more focused on classification issues and market context rather than broad condemnation.
  • There is an implicit tension between Andrew’s preference for concentrated, high-conviction implementations and the industry need for scalable, investable products that satisfy committees.

Topics

AI in investingUS dollar and US exceptionalismtrend following performanceprecious metalsnon-US equitiesCTA risk managementliquid alternativesQIS and product designglobal macro regime changeallocator behavior

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