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Insights & Research

AI-powered market analyses, special updates and studies from Private Alpha.

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AI market outlook September – Debt Mountain $40tn
Monthly outlook
10 Sept 2026•By Christoph J. Gum• 3 min read

AI market outlook September – Debt Mountain $40tn

US government debt has passed the 40 trillion dollar mark for the first time. We assess whether that means risk or a tailwind for equities – plus an Nvidia update and a new high-conviction name.

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Why professional investors need better Market Intelligence!
Insight
15 Jun 2026•Von Christoph Gum• 5 min read

Why professional investors need better Market Intelligence!

The great majority of active fund managers do not manage to beat their benchmarks. Christoph Gum (CEO, Private Alpha) explains why the investment industry now needs a technological restart through AI-powered research intelligence.

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AI market outlook May – Intelligence Boom
Monthly outlook
12 May 2026•Von Christoph J. Gum• 5 min read

AI market outlook May – Intelligence Boom

Macroeconomic momentum shows clear signs of a sustained acceleration in the AI value chain. Our monthly outlook analyses the key factors.

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AI market outlook April – Oil & TACO
Monthly outlook
12 Apr 2026•Von Christoph J. Gum• 6 min read

AI market outlook April – Oil & TACO

Commodity prices in CaesarDPT’s focus: the role of energy prices in consumer behaviour, and how the TACO model contributes to stabilising performance.

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