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#01 / AI Trends
What Agents Lack Isn't a Smarter Model—It's an Understanding of the Business
AI Trends
What Agents Lack Isn't a Smarter Model—It's an Understanding of the Business

AI agents often fail in the enterprise not because they cannot reason, but because they lack business knowledge. Neo4j's Context...

#02 / AI Trends
Ontology, Knowledge Graph, Knowledge Base, Data Middle Platform: What's the Difference?
AI Trends
Ontology, Knowledge Graph, Knowledge Base, Data Middle Platform: What's the Difference?

Ontology, knowledge graphs, knowledge bases, and data middle platforms mostly predate LLMs, yet they are back in the spotlight. ...

#03 / AI Trends
The Gap YC Spent a Year Closing: Turning Individual AI Superpowers into Company-Wide Capability
AI Trends
The Gap YC Spent a Year Closing: Turning Individual AI Superpowers into Company-Wide Capability

Individuals use AI powerfully, yet companies barely change. YC spent a year building a five-layer system: unified data, shared t...

#04 / AI Trends
The Fork in Enterprise Ontology: Analytical Semantic Layer or Software Execution Platform
AI Trends
The Fork in Enterprise Ontology: Analytical Semantic Layer or Software Execution Platform

Enterprise ontology has split into two currents. The analytical semantic layer unifies metric definitions and supports BI, Text-...

#05 / AI Trends
Wiring Data Science and Marketing into One Automated Pipeline with Knowledge Catalog and Gemini
AI Trends
Wiring Data Science and Marketing into One Automated Pipeline with Knowledge Catalog and Gemini

Using a retail bank loan-switch example, this article shows how Knowledge Catalog and Gemini connect data science with marketing...

#06 / AI Trends
The Jev Model That Gave Up Chatting: Why a Decision-Only Model Is Faster and Cheaper
AI Trends
The Jev Model That Gave Up Chatting: Why a Decision-Only Model Is Faster and Cheaper

TypeSafe AI's Jev does not write; it returns decisions and their probabilities. In official tests it is up to about 193.6 times ...

#07 / AI Trends
The Real Mass Adoption of AI May Have Nothing to Do With Saving Time
AI Trends
The Real Mass Adoption of AI May Have Nothing to Do With Saving Time

a16z's seventh report reveals a contradiction: nearly half of U.S. consumers have used AI, but only about a quarter use it daily...

#08 / AI Trends
DeepSeek Harness Official Desktop Release: Voice Input Plugin & Analysis of Core AI Audio Models
AI Trends
DeepSeek Harness Official Desktop Release: Voice Input Plugin & Analysis of Core AI Audio Models

This post reviews the newly released official Desktop version of DeepSeek Harness, highlighting seamless configuration migration...

#09 / AI Trends
The Rise of "Local Intelligence": Insights from Xiaomi's AI Cube
AI Trends
The Rise of "Local Intelligence": Insights from Xiaomi's AI Cube

This article examines the future of AI through the Xiaomi AI Cube, an "AI computing base station," exploring the shift from simp...

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