Michael Recce: The goldilocks approach to neuroscience, AI and investing

Apologies for the sound here, this interview was recorded using Skype and occasionally the quality drops.

I chat with Michael, Chief Data Scientist at Neuberger Berman, on using alternative data sets to improve insights into portfolios, deep diving into specific companies and industries and how these sets allow us to look at the world in a richer and more immediate fashion than ever before.

Nothing on this podcast is to be considered investment advice or a recommendation. No investment decision or activitiy should be undertaken without first seeking qualified and professional advice.

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GIC evolves TPA in investment framework overhaul centred on economic drivers and flexibility

GIC evolves TPA in investment framework overhaul centred on economic drivers and flexibility

GIC has further refined its total portfolio approach by moving to a strategic portfolio focused on underlying factors that drive returns. Split between equities, fixed income and real assets, the revision means the fund can move more easily between private and public exposures and nimbly between asset classes.

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IMCO uses nimbleness to advantage

Meticulous planning for the next market crash, and an eye on liquidity, meant IMCO was well positioned to invest, particularly in credit, when the opportunity arose. The fund continues to use its agility to its advantage and is now looking for opportunities in private markets.

Alternative data as a market predictor

It is critical to analyse how much COVID-19 could impact the US economy and stock markets but most of the traditional factors or economic indicators will lag the market movement. Therefore, alternative datasets other than the financial data show their explanation power to provide insights into the pandemic. This article, by academics at Tsinghua University, University of Illinois and Carnegie Mellon University, looks at the pattern of the market fluctuation from the perspective of alternative data.

A more thoughtful private equity model

Responsible investors need to take into account how fund management and investment structures may be exacerbating wealth and income disparities, as well as systemic market risk. Raphaele Chappe and Delilah Rothenberg from the Predistribution Initiative have some suggestions for how PE could be adjusted in this regard and how building back better post-COVID-19 requires a more thoughtful model.

Is portfolio construction up to the task

The best way to integrate different scenarios into portfolio construction is front of mind for investors right now. But as David Bell explores adapting academic practices into the more complex real world is full of challenges. There are some important learnings in examining different techniques though.

AP4’s future: nimble and low cost

The Swedish buffer fund AP4’s high allocation to equities has meant its record annual return in 2019 has come tumbling down to a first half result of -2.5 per cent. But its very low cost and nimble nature positions it well for the future.

Dr Vivienne Ming on AI

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