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Hybrid Intelligence Teams: A Theoretical Framework for Human–AI Collaboration in Knowledge Work

Hybrid Intelligence Teams: A Theoretical Framework for Human–AI Collaboration in Knowledge Work

by dennis | Dec 1, 2025 | Resources

This paper develops a theory of Hybrid Intelligence Teams (HITs)-persistent groups composed of multiple humans and multiple AI agents working interdependently to accomplish knowledge-intensive tasks. We argue that traditional models of human teams, humanautomation systems, and multi-agent AI are…

Hybrid Intelligence Teams: A Theoretical Framework for Human–AI Collaboration in Knowledge Work

The Anthropology of Machines: A Digital Field Experiment

by dennis | Nov 29, 2025 | Resources

Artificial intelligence systems have moved far beyond their early roles as narrow instruments of automation. In many knowledge-work and digital collaboration contexts, they now occupy a meaningful—though uneven—position in how humans…

Feedback from Dorothy on One Accounting Question

Feedback from Dorothy on One Accounting Question

by dennis | Nov 25, 2025 | Articles 2025, News & Analysis (Substack)

Robert G. EcclesauthorFollow SustainabilityTenured Harvard Business School professor, now at Oxford University. A piece by Professor Shivaram Rajgopal about the Meta/Blue Own Capital Hyperion data center transaction led me to engaging with Dorothy ChatGPT, Claude, and...
Feedback from Perplexity on One Accounting Question

Feedback from Perplexity on One Accounting Question

by dennis | Nov 24, 2025 | Articles 2025, News & Analysis (Substack)

Robert G. EcclesauthorFollow SustainabilityTenured Harvard Business School professor, now at Oxford University. A piece by Professor Shivaram Rajgopal about the Meta/Blue Own Capital Hyperion data center transaction led me to engaging with Dorothy ChatGPT, Claude, and...
Feedback from Claude on One Accounting Question

Feedback from Claude on One Accounting Question

by dennis | Nov 24, 2025 | Articles 2025, News & Analysis (Substack)

Robert G. EcclesauthorFollow SustainabilityTenured Harvard Business School professor, now at Oxford University. As I mentioned in my previous piece, I sent this article to Claude, Perplexity, and Dorothy for their feedback. I said I’d provide you with what I got from...
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Robert G. Eccles is a leading authority on the integration of environmental, social, and governance (ESG) factors in resource allocation decisions by companies and investors, as well as the world’s foremost academic expert on integrated reporting.

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