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Driven by deep-rooted knowledge of the investment research landscape and an ever-evolving vision for technology’s role in the space.

Patricia Horotan

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Patricia Horotan

AI, Backwards
AI 3 min read

AI, Backwards

September 29, 2026 by Patricia Horotan, Co-Founder and Chief Strategy Officer of BlueMatrix. Progress in AI has always meant the same thing: more. More knowledge. More reasoning. More modalities. More autonomy. We are building toward something that resembles a human mind, only faster and better informed. Human intelligence did not progress that way. For most…

September 29, 2026

The New Reader
AI 4 min read

The New Reader

September 22, 2026 AI is making research cheaper to produce at precisely the moment it may be making research more valuable. There is no real contradiction in that. We have simply spent a very long time confusing the value of research with the value of the document that contains it. For most of its history,…

September 22, 2026

A Language for Ideas
AI 3 min read

A Language for Ideas

A Language for Ideas Every great leap in human understanding has begun with a new capacity to see. The telescope did not create galaxies, but it made them observable. The microscope did not invent cellular life; it revealed a world that had always existed beyond the threshold of human sight. In each case, the instrument…

August 4, 2026

The Invisible Contract
AI 3 min read

The Invisible Contract

Every industry runs on contracts. Some are written. Some very important ones are not. Written contracts determine who pays, who owns what, who bears liability, who may access a service. They are essential. But markets also depend on another kind of contract entirely: one that is never signed, rarely discussed, and universally assumed. Capital markets…

July 15, 2026

Who's Still Thinking?
AI 4 min read

Who's Still Thinking?

The case for letting AI write the research is easy to make: faster, cheaper, more consistent. The case for what quietly disappears is harder, and it matters more. There is an assumption taking hold across capital markets. As AI becomes capable of writing research, the obvious move is to automate as much of the writing…

June 30, 2026

Consensus Cognition - Why the Next Proprietary Asset Is How Institutions Think
AI 2 min read

Consensus Cognition - Why the Next Proprietary Asset Is How Institutions Think

The conversation about AI in capital markets is still fixated on models. But as foundation models converge into utilities, the durable advantage moves elsewhere — to how institutions interpret, reason, and remember. The risk is that the very systems meant to sharpen that edge quietly dissolve it into consensus. A Shift in Differentiation For decades,…

May 26, 2026

The Layer Beneath The Answer
AI 3 min read

The Layer Beneath The Answer

As capital markets accelerate their adoption of AI, the industry’s center of gravity has settled on a visible and intuitive place: the interface. New applications promise faster access to research, more intuitive workflows, and increasingly conversational ways of interacting with information. Progress is measured in user experience. The prevailing assumption is that competitive advantage will…

May 13, 2026

Who Owns the Answer?
AI 3 min read

Who Owns the Answer?

For decades, the economics of investment research have rested on a fragile but functional architecture: (1) Attribution, (2) Entitlement, and (3) Feedback. Research is produced by the sell side, distributed through controlled channels, and consumed by the buy side. Critically, the producer has always retained some visibility into who consumed it, how it travelled, and…

April 20, 2026

The Black Box Problem in Investment Research
AI 3 min read

The Black Box Problem in Investment Research

There is a structural break happening in the consumption of investment research. For decades, the model was stable. Research was produced, distributed, and consumed in formats that preserved its economic and intellectual integrity. A report was read, a model was reviewed, a call was held. Attribution was clear, entitlements were enforced, and – critically –…

April 2, 2026

The Illusion of Objectivity: Why Defensible Data Defines the Next Era in Banking and Capital Markets
AI 1 min read

The Illusion of Objectivity: Why Defensible Data Defines the Next Era in Banking and Capital Markets

Amid a year when banking trust is under the microscope, President Trump’s latest allegations of “debanking” by the nation’s largest banks demand more than another round of public relations management. Setting politics aside, the heat turned on banks like JPMorgan Chase and Bank of America is symptomatic of a broader existential dilemma: Who controls the…

April 1, 2026

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