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MantisNLP
We are a consultancy helping companies to solve hard problems with Artificial Intelligence. We’ll be writing about machine learning and natural language processing in particular, chatbots, open source software, and more.
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What should you expect from AI in the near term?
What should you expect from AI in the near term?
Many people I speak to either underestimate AI by highlighting all the limitations the technology has right now, or overestimate it by…
Nick Sorros
Mar 28
The year of agents
The year of agents
Last year was widely anticipated to be the year of AI, and it indeed turned out to be the year of reasoning AI. I believe this year will be…
Nick Sorros
Jan 9
Digitizing Unstructured Accounting Data with LLMs
Digitizing Unstructured Accounting Data with LLMs
Dealing with unstructured accounting data can be a nightmare, especially when it comes in the form of messy PDF files. While this issue is…
Angelo
Dec 9, 2024
Training, Fine-tuning, Augmenting Large Language Models: a Guide for Executives
Training, Fine-tuning, Augmenting Large Language Models: a Guide for Executives
A Large Language Model (LLM) is an AI model that can understand and generate human language by learning patterns in vast amounts of data in…
Christos Christodoulou
Oct 14, 2024
Why AI projects go wrong, and what we can do about it
Why AI projects go wrong, and what we can do about it
Sometimes AI projects don’t work out the way we’d like. Here’s our thoughts on why.
Matthew Upson
Sep 25, 2024
Our guide to the words and abbreviations of generative AI
Our guide to the words and abbreviations of generative AI
Over the last couple of years, you, like us, will have heard about ChatGPT as often as almost anything else — it has been prominent in the…
Nick Sorros
Sep 11, 2024
How we are thinking about Generative AI: Costs and Abilities
How we are thinking about Generative AI: Costs and Abilities
We’ve written a couple of previous blogs giving our perspectives on generative AI (part 1 and part 2), but given how quickly things are…
Nick Sorros
Aug 26, 2024
Embeddings Merge 101: A Practical Guide to Merging Embeddings
Embeddings Merge 101: A Practical Guide to Merging Embeddings
Have you identified several fill-mask (aka language models aka embedding models) which complement each other, and you want to use all of…
Juan Martinez
Aug 7, 2024
Generative AI for healthcare
Generative AI for healthcare
Generative AI has the potential to transform the healthcare industry, improving patient experiences while taking the strain off the…
Nick Sorros
Jul 23, 2024
Fine-tuning Large Language Models on a budget with DEITA
Fine-tuning Large Language Models on a budget with DEITA
Using DEITA to fine tune your own LLM with limited budget. This blog post first goes through the main concepts for a non technical audience…
Arnault
May 23, 2024
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