Fantastic conversation with Igor Halperin around the application of reinforcement learning into forecasting problem, and the limits to data and understanding the world.
Rest Super’s selective approach to PE pays off as program comes of age
A concentrated bet on fewer, better GP relationships is paying off for one of Australia's largest superannuation funds. Built on selective manager and deal selection rather than a broad roster, the A$112 billion ($78 billion) Rest Super delivered private equity returns more than double the peer average last financial year, as the fund proactively courts top-tier PE firms instead of waiting to be approached.
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Why allocators need a ‘continuous exploration’ mindset for AI adoption
Asset owners are seeing a major shift in data management and analytics as AI enables more efficient investment processes. CPP Investments and OPTrust outline how the technology is being progressively integrated into their funds.
Same attacks, more pain: Cyber security face up to exponential threats
Despite headlines about exponential escalation in the cyber attacks on governments and corporation, an expert says the core threats have remained largely unchanged in the past decade. What’s different now is the attackers’ ability to inflict pain on their targets.
Allocators seek out new portfolio tools expecting higher inflation
Asset allocators are seeking new ways to optimise portfolios beyond using the historic mean variance tools in the face of higher and more volatile inflation expectations. That can mean moving from SAA to a TPA, which is often a challenging task, but a new context demands modern investment frameworks.
APG: Europe’s fragmented market and risk aversion dent opportunities
Ronald Wuijster, chief executive of APG Asset Management, argues that fragmented capital markets and risk aversion are crimping investment opportunities in Europe. But he still sees attractive deals in the quantum and biotechnology sectors.
Investors wrestle with Europe’s demographic time bomb
Sharply declining populations in Europe, as well as countries like South Korea and Japan, have dramatic implications for economic growth and investment opportunities. Investors at FIS Oxford were warned that as depopulation occurs in certain areas, highly skilled workers will leave, creating a loss of services and fuelling political instability.
Investors face ‘economic paradigm vacuum’ post-neoliberalism
The global economy is running in a “paradigm vacuum” as the classical theories of marginal change, equilibrium and rational markets are breaking down. Amid the void, University of Oxford professor Eric Beinhocker said investors must seek new economic tools that reflect how the world actually works.
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