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Tom Kehler

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Tom Kehler

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Jan 6

The Missing Layer in AI: From Individual Intelligence to Collective Productivity

Why the next wave of AI value comes from scaffolding above current AI models

The Missing Layer in AI: From Individual Intelligence to Collective Productivity

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Tom Kehler

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Jan 26, 2023

Integrating human co-creation and generative AI (ChatGPT)

Building trust and learning relevance

Integrating human co-creation and generative AI (ChatGPT)

Tom Kehler

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Jul 3

Artificial Intelligence Investments: What will it take to unlock the expected value?

2026 is shaping up to be a year of truth for AI. Investment in AI since 2013 stands at $2 trillion, according to a Reuters report. That…

Artificial Intelligence Investments: What will it take to unlock the expected value?

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DataDrivenInvestor

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Tom Kehler

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Jun 23, 2025

Why Human Cognition is Critical: Claude imagines a new future for AI

Claude is a most helpful companion in coding, writing, and presentation development. Today I am working on an investor deck and had an…

Why Human Cognition is Critical: Claude imagines a new future for AI

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DataDrivenInvestor

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Tom Kehler

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Mar 23, 2025

The missing ingredient for accelerated innovation and transformation

Innovation and agile transformation require something current generative AI cannot deliver — team alignment in vision, perspective, and…

The missing ingredient for accelerated innovation and transformation

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Tom Kehler

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Mar 2, 2025

Enterprise AI: The Pragmatic Value of Hybrid AI Models

Building a trusted AI foundation

Enterprise AI: The Pragmatic Value of Hybrid AI Models

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Tom Kehler

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Feb 6, 2025

DeepSeek and CrowdSmart signal a game-changing opportunity for the Agentic Enterprise.

Eight years ago, pre-trained transformer models introduced a revolution that created a rush to commercialization. In classic form, many…

DeepSeek and CrowdSmart signal a game-changing opportunity for the Agentic Enterprise.

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DataDrivenInvestor

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Tom Kehler

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Oct 26, 2024

Creating a Trusted Generative Collective Intelligence

A Multi-Agent Architecture for Human and AI Agents working together

Creating a Trusted Generative Collective Intelligence

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AI Mind

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Tom Kehler

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Dec 30, 2023

The Days of Future Passed — A Generative AI View

An experiment with NotebookLLM

The Days of Future Passed — A Generative AI View

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AI Mind

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Tom Kehler

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Aug 27, 2023

Foresight: The Future of Market Intelligence

Finding common ground in a sea of data

Foresight: The Future of Market Intelligence

Tom Kehler

Tom Kehler

I love pioneering transformative technologies based on solid science. Co-founder and Chief Scientist at CrowdSmart.

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