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RAG in 6 minutes

RAG or Retrieval-Augmented Generation is a vital component for LLMs like ChatGPT, since it adds contextual/real time information before generating responses. The 6 minute video (below) is all you need to have a firm understanding of the RAG concept: Recap… Continue Reading →

Google Ellman, an AI answering ‘impossible’ questions … about you

Google is reportedly developing Project Ellman, an AI assistant poised to revolutionize personal data analysis. This advanced AI aims to delve through your Google Account data, including photos and files, to construct a detailed narrative of your life. From identifying… Continue Reading →

Atlassian Intelligence: AI-Powered Enhancements in Jira, Confluence, and Jira Service Management

Atlassian, an esteemed Australian software company known for creating tools that enhance team collaboration and project management, has embarked on integrating AI into its flagship products. This significant advancement brings AI capabilities to Jira Software, Confluence, and Jira Service Management…. Continue Reading →

Exploring the “Mixture of Experts Model” (which GPT-4 is Rumored to be) with Open Source Mixtral 8x7B

The Mistral 8x7b, aka Mixtral 8x7b, is an open-source implementation of the “Mixture of Experts model”, combining eight 7 billion parameter models for task-specific processing. While GPT-4 is rumored to use a similar architecture, it’s important to note that MistralContinue Reading →

Microsoft’s Diversified AI Strategy: A Move Beyond OpenAI

Microsoft, led by CEO Satya Nadella, is subtly distancing itself from OpenAI, indicating a broader AI strategy. This change was highlighted during their annual shareholder meeting, reflecting a desire to explore diverse AI avenues beyond the OpenAI partnership, including the… Continue Reading →

Google Strikes Back

Google recently launched its new AI model, Gemini, which has been touted to surpass GPT-4 in several benchmarks. However, this launch raises questions about its actual performance and future availability. Gemini, coming in three versions – Ultra, Pro, and Nano… Continue Reading →

LLM: Down the Rabbit Hole

Curious about the functioning of an LLM? Software engineer Brendan Bycroft created a visualization and walkthrough of the LLM algorithm underlying OpenAI’s ChatGPT. Explore the algorithm’s every step: observing the process in action. Here are some simplified explanations of the… Continue Reading →

ChatGPT’s Unexpected Flaw: How Simple Prompts Led to Private Data Exposure

A recent revelation in AI research has brought to light a significant vulnerability in OpenAI’s ChatGPT. Researchers found that by using repetitive prompts, such as asking the AI to endlessly repeat a word like ‘poem’ or ‘book’, ChatGPT could inadvertently… Continue Reading →

Microsoft announces Windows AI Studio

Microsoft has introduced Windows AI Studio, a platform designed to facilitate local AI development and deployment on Windows. It aims to enhance the productivity of developers by offering tools, frameworks, and open-source models. Takeaways: Find out more here: https://learn.microsoft.com/en-us/windows/ai/studio/https://learn.microsoft.com/en-us/windows/ai/studio/

The Busy Person’s Intro to Large Language Models (LLMs)

In the rapidly evolving world of artificial intelligence, large language models are remarkable accomplishments. They play a crucial role in natural language processing and have transformed our interactions with technology. A recent 1-hour video (link provided below) explores their structure… Continue Reading →

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