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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The twin forces rewriting the rules of investing

The twin forces rewriting the rules of investing

Portfolios built for the old world will be severely tested as emerging forces rewrite the rules of investing. The Fiduciary Investors Symposium heard that geopolitical and macroeconomic upheaval, together with the disruption wrought by AI, should force asset owners to rethink the structure and composition of portfolios.

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Investors must (creatively) make room for sustainable assets in portfolios

The investment path to net zero may not always be clear. With no dedicated asset class and shifting risk profiles for energy transition-critical assets, the Fiduciary Investors Symposium heard that asset owners need to be flexible and ready to creatively make room in their portfolios when the right opportunities arise.

Why OTPP’s sustainable investing chief ‘welcomes’ anti-ESG sentiments

Ontario Teachers' Pension Plan's global head of sustainable investing, Anna Murray, said she had come to terms with the anti-ESG sentiment floating around in certain investment circles, and said investors should take the opportunity to remove the label around ESG investing since it is now integral to the fiduciary duty.

New Jersey opens up to Next Gen managers

New Jersey already invests 18 per cent of its $11 billion private equity programme with emerging managers. Now it's rolling out its platform to Next Generation real estate and private credit managers too

CPP evolves total portfolio approach

Understanding the drivers of your portfolio risk and return, and then using that information to more dynamically adjust the portfolio, is one of the benefits of the total portfolio approach according to CPP's Manroop Jhooty, whose total fund management team is exploring whether to include emerging factors in portfolio design.

Australia’s Aware Super on VC and the pension investing purpose

The A$175 billion Aware Super’s CIO Damian Graham said its venture capital investment in tech unicorn Canva has been good value for money but "pretty unusual" in the scheme of things. He reflects on the asset class and the broader pension investing purpose.  

Stock / bond correlations top of mind for Wisconsin

The State of Wisconsin Investment Board is incorporating top-down macro analysis of the drivers of stock-bond correlations into its risk management, including to assess the potential of a secular shift in the stock-bond correlation.

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