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What you will find in the March edition:
➡AI Cheatsheet #2 - a deep dive into prompt engineering
➡New technologies, important version updates and laws
➡ Virtual assistant use cases and an AI case study
The AI Cheatsheet #2
In the first edition of the AI Cheatsheet, we looked at how LLMs are formed and gave an overview of crucial components. We had said that Context + Reasoning = Output.
The 2nd edition of the AI Cheatsheet delves into the first part of this equation, the Context. Context is where models learn and comprehend text by considering the context within which words, phrases, or sentences occur. So, it forms the baseline for any assumptions to be made and directly affects the accuracy of an LLM's answers.
Let's take a deep dive into Context and prompt engineering, to discover how we can get the most accurate results out of our model.
If you hadn't yet, you can still access AI Cheatsheet #1 here!
Important AI News & Papers:
Claude 3 is one of ChatGPT's most capable competitors. In this head-to-head comparison, find out which outperforms the other.
The method builds upon existing pruning techniques to mitigate the inference costs of LLMs without requiring extra training.
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A report on the 7 failure points of RAG systems - from 3 case studies from separate domains: research, education, and biomedical.
Dive into the diverse applications of AI-powered VAs, showcasing how they can revolutionise various aspects of business and personal life. We'll explore real-world examples where these AI assistants powered by different LLMs are making a difference. Discover the benefits of AI Virtual Assistants across different industries. READ MORE 📖
A case study on how the Zartis AI team helped a global supplier of billing solutions set a company-wide AI strategy. The client wanted to have a unified strategy and roadmap in order to transform its product with AI and provide innovative features to its customers. Find out the approach we followed to achieve the client's goals and discover the results of the collab! READ MORE 📖
💡Advice for AI Implementation:
Q: What is the secret to getting buy-in from your team in times of change and business transformation?
If you come through with genuine transparency, respect, and consistency, then ultimately you can start reaping the benefits. Also, don’t take the resistance personally, right? Everyone is resistant to change in one shape or form. So, it’s important to understand why there is resistance. Is it because they’ve already heard this three times? Are they concerned that when we talk about efficiency, we’re going to outsource their jobs? You either face it head on, or try to alleviate the concern if you can.
Lisa Schnettler, CPO at ITA
See you in the next round! 👋