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20 February 2024
The existence of GenerativeAI itself has been raising a lot of concerns about how that tool can be used unethically and what the potential risks are. Generative AI cannot autonomously decide whether something is unethical (whatever that means without a specific context), as it only responds to cues given by its user. Even if we teach AI to specifically ignore commands with words suggesting that the outcome might be unethical, depending on the natural language…
Read more5 February 2024
2023 was the year of Generative AI and exploring its possibilities in business. AI made headlines multiple times, breaking records and being a leitmotiv of multiple discussions in different fields. Global Investment in AI grew even before the rise of ChatGPT which leads to conclusion, that the hype has just begun. Here are our top 10 predictions for GenAI in the upcoming 2024. 1. THE HYPE WILL NOT END Usually, when something is that popular,…
Read more2 February 2024
This article is a tutorial on integrating LangChain, a Python library, with vector databases to create sophisticated AI applications. It's designed for individuals with basic Python and AI knowledge. Retrieval-Augmented Generation (RAG) is a hybrid AI model that combines neural language models with a retrieval system to enhance the generation of text. It retrieves relevant documents from a database and integrates this information into the language generation process. The tutorial covers building a RAG system…
Read more5 December 2023
Generative artificial intelligence (GenAI) was a buzzword a while ago, but it proved itself to be a business tool that’s here to stay. GenAI happens to offer substantial opportunities for improving operations and competitiveness, but it also introduces challenges that didn’t exist before. This matter brought us to the emerging importance of a Chief AI Officer (CAIO). The CAIO is expected to become indispensable for organizations, as it connects business goals and technological advances. The…
Read more6 November 2023
In the ever-evolving landscape of technology, database modernization has emerged as a cornerstone for businesses seeking to maintain a competitive edge. The financial services and fintech sectors, along with healthcare and other data-intensive industries, find themselves at a crucial juncture. They are under relentless competitive pressure to innovate and improve their services. However, the weight of legacy systems becomes a formidable challenge, anchoring these industries to outdated processes that struggle to meet new demands. This…
Read more22 October 2023
Data auditing is a comprehensive examination of data infrastructure in one’s company. It’s a process designed to provide better data quality which in turn is supposed to improve analytical operations inside the organization. While it might sound complicated (the word audit isn’t a particularly friendly term) data is of key importance when running a business and data auditing aims for stronger analytics and therefore better performance altogether. THE PROCESS The audit begins with a dialogue…
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