Igor Halperin: On the application of reinforcement learning in Finance

Fantastic conversation with Igor Halperin around the application of reinforcement learning into forecasting problem, and the limits to data and understanding the world. 

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LPPI: Keeping AI risk in check

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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Canada’s CAAT pension fund ups real assets

The $23 billion Toronto-based Colleges of Applied Arts and Technology Pension Fund (CAAT) is increasing its allocation to real assets in line with a new asset liability study completed last year, finding rich pickings in Canadian transition infrastructure.

If good pain exists, private markets are feeling it

Uncertainty surrounding the impact of the US administration’s policy plans weighed on markets, including the implementation and reversal of tariffs, job cuts across the federal workforce and tightened immigration enforcement.

Why NYC Retirement Systems fears for emerging managers

NYC Retirement Systems' expanding diverse and emerging manager program is supporting returns but Taffie Ayodele, director of DEI and emerging manager strategy at the pension fund's asset manager, the Bureau of Asset Management, fears the number of diverse founders spinning out in the future could be diminished.

Dismantling DEI: Investors weigh the risks

Six months on from President Trump's executive order to dismantle once mainstream DEI programs, institutional investors reflect on concerns regarding returns, recruitment and engagement. Top1000funds.com surveys a variety of views amongst the disruption arguing it is an opportunity to reframe the issue and articulate what DEI means.

Bond allocations increase as diversification benefits come to the fore

Asset owners are, on a net basis, increasing allocations across fixed income sectors, seeking geographical diversification – particularly those in Asia-Pacific and EMEA – and trusting bonds to provide ballast against equity risk in portfolios.

Reconciling ethics and returns in pursuit of a sustainable economy

Can investors and governments balance financial returns with social equity, or will short-term gains prevail? Anastassia Johnson, researcher at the Thinking Ahead Institute, tackles the complex debate about what makes a just transition.

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