My name is Nick Sorros and I have been in the AI field before the transformers or deep learning took off. In the last five years, I have been running MantisNLP ✨, a remote first AI consultancy helping organizations design, but most importantly deploy, AI systems that deliver sustainable value back to the organisation. If you’d like to collaborate or discuss how AI can support your work, reach me at [email protected]

Writing

Have you read the AI in 2027 analysis?

The way we work is about to change

Here is how we use AI at Mantis

Here is the issue with AI doing actual work

Back to trillion param models

Are we beginning to use AI too much?

GPT5 is amazing, or is it? 🤔

Agentic RAG is the new oil, don’t miss out!

AgenticAI is everywhere but what is an agent in the first place?

Learn by not using AI or tools

What’s going on with MCP?

Will AI make your role obsolete?

What should you expect from AI in the near term?

What happened with GPT4.5?

Here is how R1 is trained

What is going on with DeepSeek?

The year of agents

My take on Reflection and o1

The year of ChatGPT

Eight examples is all you need ✨

Prototyping with Large Language Models

Reproducible data science

MLOps with SageMaker — Part II

MLOps with SageMaker — Part I

A neural network tagging biomedical grants

Talks

Extreme multilabel classification

Interpretability of LLMs

A tour of LLMs

Rag meets Knowledge bases

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