Thought leadership

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

Thought leadership –

6 min read

The living brain of the enterprise

Matan-Paul Shetrit

The orchestration graph

Thought leadership –

7 min read

The orchestration graph

Matan-Paul Shetrit

Everyone is a manager now

Thought leadership –

6 min read

Everyone is a manager now

Matan-Paul Shetrit

Supervising the synthetic workforce: Observability for AI agents requires managers, not metrics

Thought leadership –

8 min read

Supervising the synthetic workforce: Observability for AI agents requires managers, not metrics

Matan-Paul Shetrit

Anyone can build software now — and it’s causing hell for developers

Thought leadership –

11 min read

Anyone can build software now — and it’s causing hell for developers

May Habib

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