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Agentic Infrastructure

October 2024

Agents and constraints
Don't restrict your agents unless you absolutely have to.
 • 
Schaun Wheeler
1
Simpson's Paradox
When the statistics of the parts and the whole don't tell the same story
Your CMS is a gold mine: time to dig
The future of content management and personalization powered by AI
 • 
Schaun Wheeler
 and 
Arpit Choudhury
Agents, impact confidence, and prior beliefs
Agents might use data, but they need prior beliefs too, just like humans do
 • 
Schaun Wheeler
What is an AI Agent? Definitions, Inputs, and Outputs
AI Agents don't *have* to be LLM-based
 • 
Arpit Choudhury
 and 
Schaun Wheeler
Embedding space let agents communicate with each other
Team members need to be able to coordinate and swap notes. Even if the team is made up entirely of virtual agents.
 • 
Schaun Wheeler
Get comfortable with Decision Automation
Explore the complexities of automating business decisions for improved decision-making
 • 
Arpit Choudhury
, 
Paul Meinshausen
, and 
Schaun Wheeler
Transforming distributions to encode business priorities
Agents need to navigate both the explore/exploit and the user/business trade-offs.
 • 
Schaun Wheeler
Beta distribution draws and signal strength
A probability is not a point estimate
 • 
Schaun Wheeler
How agents view behavioral signals
Use an adaptation of Interrupted Time Series analysis
 • 
Schaun Wheeler
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