Fantastic conversation with Igor Halperin around the application of reinforcement learning into forecasting problem, and the limits to data and understanding the world.
LPPI: Keeping AI risk in check
As the risk of an AI bubble grows, LPPI's Richard Tomlinson reflects on how the LGPS pool manages and measures AI exposure. In an interview with Top1000funds.com, he also explains how he has been moulding the fund's investment structure to be fit for a post-LGPS reform future.
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New study flags risk in Dutch pensions’ concentrated stock strategy
Under strict ESG guidelines and pressure to closely engage with their investee companies, Dutch pension funds have developed an affinity for concentrated equity allocations with some owning as few as 65 stocks in their entire portfolio. But the Erasmus University flagged the diversification risk and higher volatility the strategy introduces.
Change management in action: CalSTRS lays out how it’s integrating AI
In a recent board meeting, CalSTRS staff outlined how they are integrating AI into the investment process in line with its commitment to be an early adopter of the technology, including writing a set of generative AI policies and guidelines, conducting a cost-benefit analysis and identifying scalable use cases.
Large language models to spark ‘sea change’ in investment analysis
Andrew Lo, finance professor at the MIT Sloan School of Management, believes large language models can bridge the gap between fundamental and quantitative investing in a way that was unfathomable five or 10 years ago, and create ‘quantamental’ investment strategies which would bring together the best of both worlds.
GIC ups US equities allocation despite valuation worries
Singapore's GIC boosted its US equities allocation in the year to March 2025 despite the expectation that high valuations could "provide a challenging backdrop for forward returns”, according to the fund's latest annual report released on Friday.
TRS eyes threat of retail investors in private markets
The growing amount of capital from retail investors flowing into private equity and real estate has consequences for institutional investors. The private markets team at the Teacher Retirement System of Texas pondered the risks in a recent investment committee meeting.
Sydney University’s private asset portfolio under scrutiny for defence ties
An external panel has recommended that Australia's Sydney University minimise investments in defence and security-related industries within its A$770 million ($510 million) private asset portfolio rather than divest and book a A$67 million loss.
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