CEO, CIO, CTO
Data platforms and applied artificial intelligence from a business perspective.
Part | Topic |
---|---|
Part 1: "Framing Technology Investment" | |
Prologue | |
Why Does a Company Need to Grow? | |
The Challenges of Growth | |
Structural Transformation | |
What is Knowledge Work? | |
The Rise of the Information Economy | |
The Red Queen's Game | |
How Technology Investment Enables Growth | |
Part 2: "Building Knowledge Work Platforms" | |
Knowledge Work Architecture | |
Analyzing Knowledge Work Architecture | |
Data Integration | |
What is a Data Platform? | |
It's All Games of Materialized Views | |
The Information Layer | |
What is Data Engineering? | |
Transform Engineering | |
How Data Platforms Change as Companies Grow | |
Modernizing Data Platforms | |
The Cost of Coordination | |
Part 3: "The Evolution of Knowledge Work" | |
The Evolution of Knowledge Work | |
All You Need is More Productivity | |
What is Artificial Intelligence? | |
There's No Such Thing as Artificial Intelligence | |
Why is it so hard to sell Artificial Intelligence Tools? | |
(Something Something Luddites) | |
Making Knowledge Work More Productive | |
What is Generative AI? | |
Do Large Language Models Reason? | |
The Usable Limitations of Generative AI | |
Conversational User Interfaces | |
Task Automation with Generative AI | |
Decision Support AI in Knowledge Work | |
Information Architecture in the Age of Reasoning |
The rise of Large language models, such as openAI, are advanced artificial intelligence systems designed to understand and generate human-like text. They have also kicked off a new cycle of artificial intelligence hype, research, and investment. However, organizations still struggle with the foundations of building and operating data platforms to run their core business.
The Hitchhiker’s Guide to Knowledge Work introduces the challenges and complexities of modern knowledge work, particularly in industries reliant on expertise and information processing. It emphasizes how traditional management approaches often fail to address the unique demands of knowledge workers, who require autonomy, adaptability, and effective collaboration to succeed.
This online book will allow you to better understand not only "what is knowledge work?", but also how knowledge work is co-evolving with technology and changing the economic labor distribution. This book will set you up to better frame how you should form your technology inventment thesis into both data platforms and articificial intelligence in a way that focuses on making your business more productive and cutting through the hype.
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