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Stop Asking "Which AI?" — Start Asking "What Tools Did You Give It?"
Most people ask which AI tool to use, but the real shift is not ChatGPT vs Claude. It is about AI tools and workflows. When AI connects to file systems, browsers, and productivity apps, it moves beyond prompts into execution. This post explores agentic AI, tool-enabled workflows, and how AI is transforming media, public relations, and digital communication.

Media + AI
Mar 222 min read


Designing Intelligence: Automating Research Workflows with AI
We spend a great deal of time talking about AI as a content generator. That is just one interesting use case. The more transformative application is infrastructure, and building workflows that help automate content generation. These tools allows us to design systems that continuously collect, structure, and surface information without daily manual intervention. Instead of reacting to information, we build pipelines that monitor it. The idea is simple. Identify something worth
Joshua J Smith
Feb 273 min read
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