Writer’s room

Thought leadership

Ideas and insights from our team of experts working at the cutting-edge of generative AI development.

Beyond the demo: What I’ve learned deploying production AI for enterprises
Thought leadership –

9 min read

Beyond the demo: What I’ve learned deploying production AI for enterprises

Ugo Osuji

Ugo Osuji, customer AI engineer

Model Context Protocol (MCP) security Considerations for safer agent-tool interoperability
Thought leadership –

14 min read

Model Context Protocol (MCP) security

Muayad Ali, Director of Engineering

Waseem LinkedIn
Thought leadership –

10 min read

Self-evolving models, not test-time compute methods, are the future of AI

Waseem Alshikh

Waseem AlShikh

Waseem LinkedIn
Thought leadership –

10 min read

The incentives of model innovation

Waseem Alshikh

Waseem AlShikh

Waseem LinkedIn
Thought leadership –

10 min read

A breakdown of LLM agent types

Waseem Alshikh

Waseem AlShikh

Synthetic data: Busting the myths holding back enterprise AI progress
Thought leadership –

10 min read

Synthetic data: Busting the myths holding back enterprise AI progress

Waseem Alshikh

Waseem AlShikh

Navigating the challenges of generative AI and "vendor lock-In" in enterprises
Thought leadership –

5 min read

​​Navigating the challenges of generative AI and “vendor lock-in” in enterprises

Waseem Alshikh

Waseem AlShikh

The three keys to escaping AI POC purgatory: techniques for enterprise AI engineers
Thought leadership –

10 min read

The three keys to escaping AI POC purgatory

Sam Julien

Sam Julien

AI-native apps: enterprise AI strategy
Thought leadership –

13 min read

Why AI-native enterprise apps are the business brain of the future

Waseem Alshikh

Waseem AlShikh

Vector database vs. graph database
Thought leadership –

21 min read

Vector database vs. graph database

Ksenia-Anske

Ksenia Anske

RAG vector database explained
Thought leadership –

11 min read

RAG vector database explained

Ksenia-Anske

Ksenia Anske

Waseem LinkedIn
Thought leadership –

10 min read

The new paradigm: AI-native enterprise applications

Waseem Alshikh

Waseem AlShikh

Melisa Russak
Thought leadership –

10 min read

Short transformers: easily prune redundant LLM layers

Melisa Russak

Melisa Russak

Waseem LinkedIn
Thought leadership –

10 min read

The rise of domain-specific Large Language Models

Waseem Alshikh

Waseem AlShikh

Waseem LinkedIn
Thought leadership –

10 min read

Q&A with Knowledge Graphs

Waseem Alshikh

Waseem AlShikh

Waseem LinkedIn
Thought leadership –

10 min read

Insights from LLM Control Theory

Waseem Alshikh

Waseem AlShikh

Waseem LinkedIn
Thought leadership –

10 min read

OmniACT: a groundbreaking dataset and benchmark for autonomous agents

Waseem Alshikh

Waseem AlShikh

Waseem LinkedIn
Thought leadership –

10 min read

Why we chose DPO over RHLF

Waseem Alshikh

Waseem AlShikh

Waseem LinkedIn
Thought leadership –

10 min read

LLMs: Skills, behaviors, and knowledge

Waseem Alshikh

Waseem AlShikh