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State of AI & Complex Change: Q2 2024

Generative AI is growing quickly as individuals, corporations, and investors all try to stay ahead. The rapid change is creating optimistic visions of the future while also creating significant anxiety as people justifiably worry about their role in a future of abundant intelligent machines

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Our Ideas

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AI and the Extended Mind

The future of the extended mind is not a fixed destination but an ongoing journey that requires our active participation and reflection as we redefine what it means to be human in an age of artificial intelligence.

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AI and Complex Change

Complex change recognizes that change is non-linear, emergent, and deeply interconnected with the system in which it occurs. This is even more important as we adapt to the complexity of generative AI.

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AI and Decision Factories

AI's potential is vast but many applications remain incremental, simply grafting AI onto outdated frameworks. This is why we embrace complexity. We think about designing incentives, understanding self-organization and distributed control, and planning for emergence and adaptation.

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Umwelt

AI could help humans appreciate the diverse perceptual worlds of animals by simulating their senses and thought processes.

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The Science

Research paper on RAG vs fine-tuning

Why RAG Beats Fine-tuning AI

Enterprises face a critical choice in their generative AI adoption strategy: fine-tuning or Retrieval-Augmented Generation (RAG)? While fine-tuning has been the go-to approach for early adopters, a new study suggests that RAG may be the more powerful and sustainable path forward.

Research review of the paper LLM Augmented LL

AIs that can understand other AIs

By enabling different AI models to 'speak' to each other and combine their strengths, CALM opens up new possibilities for solving complex problems across various domains and tackling tasks with expertise and precision, in a data and compute efficient way.

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Our Research

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Agentic AI

Defined as “the degree to which a system can adaptably achieve complex goals in complex environments with limited direct supervision", agentic AI promises to transform how we make decisions.

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Newsletter

The Medium is Creating the Message

The Medium is Creating the Message

In traditional media, the role of technology has been largely to convey, distribute, or modify content created by humans. Generative AI, however, is different from any previous technology because it is creating the messages itself.

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Toolkit

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Conversations

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Events

EY Innovation Realized conference: Rethinking Value in the Age of AI

EY Innovation Realized

Artificiality Co-founders, Helen and Dave Edwards, will be speaking on Rethinking Value in the Age of AI at the EY Innovation Realized conference at the Palace of Fine Arts in San Francisco on April 16 & 17.

Charter Pro: Making Decisions with Generative AI.

Charter

Artificiality Co-founders, Helen and Dave Edwards, will be speaking on Making Decisions with Generative AI with our friends at Charter on April 10.

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