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Orchestrating LLMs, AI Agents, and Other Generative Tools

  • AGI, AI Agents, AI Ecosystem, AI Integration, AI Orchestration, Artificial Intelligence, Conversational AI, Digital Twins, LLM

Unlock the future of AI with open, modular systems that power hyperautomation. Discover how orchestrating LLMs and AI agents leads to smarter, scalable innovation.

Article by Robb Wilson, Josh Tyson
IDEAS IN BRIEF
Orchestrating LLMs, AI Agents, and Other Generative Tools
  • The article explores how conversation connects LLMs, AI agents, and generative tools in business automation.
  • It stresses the need for open, modular systems over relying on single vendors for scalability and innovation.
  • The article highlights the drawbacks of isolated LLMs and emphasizes interconnected systems for effective AI-driven workflows.
  • It encourages embracing the complexity of AI ecosystems to enable flexibility, iteration, and hyperautomation.
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5 min read

You Can Automate a 787 — You Can Automate a Company

  • AI Agents, Artificial Intelligence, Conversational AI, Digital Transformation, Human-Centered Design, LLM, Organizational AI, User Experience, Voice Interfaces

If we can automate a 787, why not an entire company? Discover how conversational AI and intelligent ecosystems are reshaping the future of work.

Article by Robb Wilson
IDEAS IN BRIEF
You Can Automate a 787 — You Can Automate a Company
  • The article explores how automating a plane cockpit led to deeper insights about business automation.
  • It shows how conversational AI and agent-based systems can reduce cognitive load and improve decision-making.
  • It argues that organizations need intelligent ecosystems — not just tools like ChatGPT — to thrive in the age of automation.
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8 min read

Is RAG the Future of Knowledge Management?

  • AI-Powered Knowledge Management, Artificial Intelligence, Conversational AI, LLM, Retrieval Augmented Generation (RAG), Semantic Search

Discover how RAG, semantic search, and Graph RAG are reshaping AI-driven information retrieval.

Article by Daniel Lametti, Josh Tyson
IDEAS IN BRIEF
Is RAG the Future of Knowledge Management?
  • The article explores RAG as a way to improve AI-driven knowledge management.
  • It explains how RAG helps LLMs pull in external data for more accurate answers without retraining.
  • The piece highlights semantic search and Graph RAG as key methods for organizing and finding information.
  • It shows how UX designers can use RAG to create smarter AI-powered knowledge systems.
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5 min read

From Siloed Assets to a Digital Twin: a Business-Focused Guide for Digitizing Your Enterprise

  • Artificial Intelligence, Digital Transformation, Digital Twins, LLM, Semantic Technology

Unlock the power of AI with smarter data strategies. Discover how digital twins, semantic technologies, and AI-ready documentation can transform your business operations and decision-making.

Article by Vlad Radziuk
IDEAS IN BRIEF
From Siloed Assets to a Digital Twin: a Business-Focused Guide for Digitizing Your Enterprise
  • The article explores how digital twins can unify enterprise data and improve decision-making and discusses turning documentation into structured, AI-usable assets.
  • The piece highlights semantic technologies for clearer business-IT collaboration and examines decentralized platforms for streamlining business operations.
  • It emphasizes the importance of curating business data for AI access.
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11 min read

You Are Doing Research Wrong

  • AI Agents, Artificial Intelligence, GPT Researcher, LLM, Research

Discover how GPT Researcher is transforming the research landscape by using multiple AI agents to deliver deeper, unbiased insights. With Tavily, this approach aims to redefine how we search for and interpret information.

Article by Assaf Elovic
IDEAS IN BRIEF
You Are Doing Research Wrong
  • The article introduces GPT Researcher, an AI tool that uses multiple specialized agents to enhance research depth and accuracy beyond traditional search engines.
  • It explores how GPT Researcher’s agentic approach reduces bias by simulating a collaborative research process, focusing on factual, well-rounded responses.
  • The piece presents Tavily, a search engine aligned with GPT Researcher’s framework, aimed at delivering transparent and objective search results.
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6 min read
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