Top Traders Unplugged

SI419: What Happens When AI Starts Building the Portfolio ft. Nick Baltas

Top Traders Unplugged

Show Notes

Alan Dunne is joined by Nick Baltas to discuss a strong period for trend following and what the latest research says about adapting systematic strategies to changing markets. They examine whether volatility can help determine how quickly trend models should react, and why Nick remains skeptical of relying on regime triggers with limited statistical evidence. The conversation then turns to agentic AI and a new framework for using specialized AI agents in asset allocation. Nick explores how agents could analyze macro regimes, challenge competing portfolio approaches and help investment committees make decisions faster, while also confronting problems around look-ahead bias, reproducibility and human oversight. ----- 50 YEARS OF TREND FOLLOWING BOOK AND BEHIND-THE-SCENES VIDEO FOR ACCREDITED INVESTORS - CLICK HERE -----

Follow Niels on Twitter, LinkedIn, YouTube or via the TTU website. IT’s TRUE ? – most CIO’s read 50+ books each year – get your FREE copy of the Ultimate Guide to the Best Investment Books ever written here. And you can get a free copy of my latest book “Ten Reasons to Add Trend Following to Your Portfolio” here. Learn more about the Trend Barometer here. Send your questions to [email protected] And please share this episode with a like-minded friend and leave an honest Rating & Review on iTunes or Spotify so more people can discover the podcast. Follow Nick on Twitter. Episode TimeStamps: 00:00 - Introduction and what’s caught Nick’s attention 01:31 - The extraordinary concentration inside the S&P 500 04:12 - Why bond yields are rising around the world 08:28 - A strong month and year for trend following 12:08 - Why the bond move has happened without a volatility spike 15:12 - Can volatility make trend following more adaptive? 20:43 - What the latest research actually tells us 23:21 - How Nick uses volatility in portfolio construction 25:50 - Can investors identify trend regimes in advance? 27:04 - Why making trend models more complicated may not help 29:30 - V-shaped markets and the problem with regime triggers 32:01 - How agentic AI could reshape asset allocation 44:14 - What actually drives an AI-built portfolio? 50:03 - Why backtesting AI investment models is so difficult 55:05 - Could the same AI framework work for trend following? 58:33 - Using AI to manage competing investment objectives 01:01:22 - When will we see portfolios run by AI agents? Copyright © 2025 – CMC AG – All Rights Reserved ---- PLUS: Whenever you're ready... here are 3 ways I can help you in your investment Journey: 1. eBooks that cover key topics that you need to know about In my eBooks, I put together some key discoveries and things I have learnt during the more than 3 decades I have worked in the Trend Following industry, which I hope you will find useful. Click Here 2. Daily Trend Barometer and Market Score One of the things I’m really proud of, is the fact that I have managed to published the Trend Barometer and Market Score each day for more than a decade...as these tools are really good at describing the environment for trend following managers as well as giving insights into the general positioning of a trend following strategy! Click Here 3. Other Resources that can help you And if you are hungry for more useful resources from the trend following world...check out some precious resources that I have found over the years to be really valuable. Click Here Privacy Policy Disclaimer

More from Top Traders Unplugged

Oct 24, 2026

Niels Kaastrup-Larsen and Mark Rzepczynski explore why the changing structure of global markets may be creating a very different environment for trend followers. They discuss why today’s bond selloff may represent a return to normal rather than an anomaly, how declining safe-haven benefits could reshape government debt, and why geopolitical fragmentation may increase divergence across markets. Mark also examines commodity shortages and the conditions that can produce explosive price moves. Finally, they turn to AI and machine learning, asking whether increasingly similar quantitative models are shortening the life of alpha and why trend following may prove unusually durable in an increasingly crowded investment landscape. ----- 50 YEARS OF TREND FOLLOWING BOOK AND BEHIND-THE-SCENES VIDEO FOR ACCREDITED INVESTORS - CLICK HERE -----

Oct 21, 2026

Alan Dunne is joined by longtime Japan strategist Jesper Koll to explore why Japan may be entering one of its most important economic shifts in decades. Jesper explains why demographics and government debt are less threatening than many investors assume, and how labor scarcity, rising wages and corporate reform are reshaping the economy from within. They discuss the return of domestic capital, Bank of Japan normalization and the government’s push into semiconductors, defense and energy. Jesper also makes the case that Japan’s broad economic expansion, industrial strength and accelerating corporate consolidation could make it unusually resilient in a world increasingly dominated by the AI cycle. ----- 50 YEARS OF TREND FOLLOWING BOOK AND BEHIND-THE-SCENES VIDEO FOR ACCREDITED INVESTORS - CLICK HERE -----

Oct 17, 2026

Niels Kaastrup-Larsen and Katy Kaminski explore why geopolitical risk and structural inflation may be changing some of the assumptions behind traditional portfolios. Katy revisits her recent Copenhagen presentation on crisis alpha, explaining why bonds can lose their diversification benefits when inflation becomes the dominant risk and why rules-based strategies can adapt more easily. They discuss research on preparing for different inflation regimes, the trade-offs between commodities and trend following, and new work from Quantica on why investors not always get the full benefit of investing in trend following. The episode closes with an important lesson: a small number of months drive much of trend’s long-term return, making patience and portfolio design critical. ----- 50 YEARS OF TREND FOLLOWING BOOK AND BEHIND-THE-SCENES VIDEO FOR ACCREDITED INVESTORS - CLICK HERE -----

Oct 14, 2026

Cem Karsan is joined by Goldman Sachs’ Christian Mueller-Glissmann to ask how much longer the AI boom can keep supporting markets as the bond market becomes increasingly difficult to ignore. They discuss whether today’s extraordinary earnings growth is sustainable, why Christian sees more evidence of an earnings bubble than a valuation bubble, and how higher yields are beginning to pressure parts of the equity market. The conversation also explores unusually high dispersion, cheap equity volatility and the growing challenge of portfolio diversification before turning to geopolitical risk, gold, FX volatility and how investors might prepare for a more inflationary and less predictable market regime. ----- 50 YEARS OF TREND FOLLOWING BOOK AND BEHIND-THE-SCENES VIDEO FOR ACCREDITED INVESTORS - CLICK HERE -----

Oct 10, 2026

How reliable is 60/40 when stocks and bonds fall together? Andrew Beer joins Niels Kaastrup-Larsen to question the return forecasts and diversification assumptions behind traditional asset allocation. They explore how a systematic, non-emotional approach to tactical investing can help portfolios adapt as markets change. The conversation also sets out how to grow the CTA/managed futures pie by explaining the strategy’s value in language investors understand. They discuss why diversification across managers and realistic expectations for uneven returns matter for building investor confidence and encouraging lasting allocations. ----- 50 YEARS OF TREND FOLLOWING BOOK AND BEHIND-THE-SCENES VIDEO FOR ACCREDITED INVESTORS - CLICK HERE -----

See all episodes →