Insights
Research & Perspective
On AI-native investing, systematic fund management, and the structural case for removing human judgment from the investment process.
15 July 2026
How AI-Native Funds Read What the Market Misses
The market's blind spots are not in hidden information. They are in publicly available information that no human team has the capacity to process comprehensively, continuously, and without bias.
8 July 2026
Alternative Data in Systematic Investing: What Works
Most alternative data generates noise. The signal comes from calibrating what a company has said before — and detecting the delta when something changes.
1 July 2026
How AI Hedge Funds Work
An AI hedge fund replaces the human research and decision layer with an automated system that reads more, tests more rigorously, and has no cognitive bias.
23 June 2026
What Is an AI-Native Investment Manager?
Most firms add AI to an existing process. An AI-native manager removes the process and builds from AI up. The distinction is structural, not cosmetic.
16 June 2026
AI in Asset Management: What's Hype and What's Real
Most of what the industry calls AI in asset management is process efficiency, not alpha generation. The meaningful distinction is whether AI is in the decision loop or supporting the human who is.
9 June 2026
What Is an AI-Native Hedge Fund?
AI-native funds are not AI-assisted funds. The distinction is structural: no human investment decision in the chain. This is why it produces different — and better — outcomes.
2 June 2026
Will AI Replace Fund Managers?
The question is not whether AI will replace fund managers. It already outperforms them systematically. The question is how long $60 trillion in capital takes to catch up with that fact.