Tag: ai
3 posts tagged with "ai"
vault
K2-Consensus: What Does an AI Panel's Agreement Actually Mean?
Explore a proposed expert-panel workflow through three critiques and a moderator. Learn how useful disagreement differs from voting, evidence, and distributed consensus.
October 1, 2025•6 min read
vault
AzureDevNexus: Designing the Review Experience Before Connecting the Model
Walk through a .NET developer-tool prototype to understand review contracts, sample data, persistent history, and the difference between a live update and a saved result.
September 15, 2025•7 min read
vault
Testing MedInsight: What Happens When a Model Worker Fails?
A companion to MedInsight's architecture walkthrough: use duplicate jobs, worker crashes, and incompatible messages to reason about reliability across Go and Python.
July 15, 2025•5 min read