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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LGPS ACCESS pushes deeper into private markets as pooling inches forward

ACCESS, the United Kingdom's £35 billion Local Government Pension Scheme (LGPS) pool, is seeking two private equity managers in its latest push into private markets following mandates to infrastructure and real estate managers in the last year.

Kellogg Foundation invests with hedge funds using AI to write algorithms

Innovation at the Kellogg Foundation includes investing with a handful of cutting edge quant hedge fund managers that are using machines rather than people to figure out the algorithms. CIO Carlos Rangel also explains why he thinks hybrid rather than electric cars have emerged as the realistic, mass market solution.

Sweden’s AP funds model sustainable ownership

The CEOs of Sweden's AP funds comment on important milestones in the last year, including decisions to bring more management in-house, governance changes and increased sustainable investment.

Looking for the exit: Oregon battles overweight allocations to illiquids

Oregon Investment Council’s exposure to private markets has been a great source of excess returns over the years, but today the overweight allocation to illiquid markets is a growing concern with ramifications for liquidity particularly.

Operational alpha: The evolution in fund manager due diligence

Asset owners who assess their outsourced fund managers are facing mounting challenges that mean emerging tools, such as AI, are key to successful operational due diligence. Top1000funds.com takes a closer look at the responsibilities and skillsets of those conducting ODD and why it's core to a successful investment function.

Top1000funds.com rated ‘most useful’ by readers 

Research into Top1000funds.com readers’ preferences and habits reveals that the publication is rated as the most useful to them in the performance of their jobs, and is read by some of the most senior investment professionals inside asset-owner organisations around the world.  

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