Context & Chaos
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How to make Satya Nadella’s vision a reality
What it takes to build the learning loop Satya described, and why most organizations leak it before it compounds.
Jun 23
•
Prukalpa
5
1
2
The Godfather Problem
Your AI’s context has a floor. Most teams have never measured theirs. Here’s the one number I use.
Jun 18
•
Landon Pangburn
11
4
Snowflake Summit 2026: Everyone Owns Context Now
Nobody owns the Hard Half. Technical context had a stage. Organizational context didn't have a booth.
Jun 11
•
Austin Kronz
and
Vivek Dubey
10
2
4
What an Enterprise Context Layer Actually Is
A field guide to what it is, what it is not, and where it fits in your AI architecture.
Jun 1
•
Prukalpa
102
6
13
May 2026
Four Arguments Ontologists Never Finished (And Why AI Teams Will Have Them Again)
Twenty-five years of arguments, condensed into the four that AI teams are about to have again.
May 28
9
1
2
Your AI Context Layer Is Being Built on Stale Metadata
Why governance programs decay after go-live, and why AI agents make that decay existential
May 21
•
Amanda Darcangelo
18
1
4
The Context Layer: Knowledge Graph’s second act
A walkthrough of the talk I gave at Knowledge Graph Conference last week, and the deck you can take to your CDO.
May 14
•
Prukalpa
48
4
5
If Intelligence Is Abundant, What is the Moat?
Performance is intelligence times context. The labs solved one side. Your enterprise has to solve the other.
May 7
•
Prukalpa
9
1
The Onboarding Gap is Killing your AI Agents
By month two, your best human is autonomous. Your best agent is still guessing.
May 1
•
Vivek Dubey
12
2
April 2026
Your Team Isn’t Afraid of AI. They’re Afraid of Being Wrong.
What your team’s hesitation is actually telling you
Apr 24
11
1
1
Conceptual Modeling Is the Context Engineering Nobody Is Doing
The discipline data teams abandoned is the one AI agents need most
Apr 15
•
Juha Korpela
77
6
6
Context Graphs as AI Evaluation Infrastructure
The Governance Layer Enterprise AI Has Been Missing
Apr 9
•
Sandipan Bhaumik
20
2
1
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