Why big data analytics is critical for success
Is your business ready to thrive in 2024? Big data analytics is key to faster decision-making, uncovering new opportunities, and boosting efficiency—just like Amazon an...
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Why AI in QA isn’t quite ready yet
AI isn’t just the next big thing; it’s here now, and whoever isn’t using it is missing out.Our clients often ask about AI tools in our development process, but find...
Cloud infrastructure and the hype, reality and hope of generative AI
In Gartner’s Hype Cycle for Artificial Intelligence 2024, we learned AI has made it over the “Peak of Inflated Expectations” and is poised to slip into the “Troug...
Sports Lessons: Leveraging Organizational Improv to “Do More with Less”
In my blog “The Economics of “Do More With Less”: Blending AI with Organizational Discipline,” I discussed the challenges organizations face when trying t...
5 tips for fine-tuning LLMs
Master LLM fine-tuning with expert tips on data quality, model architecture, and bias mitigation. Boost performance and efficiency in AI development....
4 strategies for AI-driven vulnerability management
Harnessing artificial intelligence to manage vulnerabilities opens the door to efficient threat detection and proactive risk management. Organizations of all sizes ...
Best practices for structuring large datasets in Retrieval-Augmented Generation (RAG)
Retrieval-Augmented Generation, or RAG, is a game-changer for AI applications, allowing large language models to pull real-time, factual information from massive datasets...
A feedback loop alternative to RAG that aligns LLMs with knowledge graph models
Image by Gerd Altmann from Pixabay Discover AI–a YouTube channel run by an unidentified Austrian man who distills and highlights the findings of AI papers in an engagin...
Techniques for automated feature selection: Filter methods and implementation using Python libraries
Feature Selection is a crucial process in feature engineering as part of the Machine Learning life cycle. It focuses on identifying the most impactful features in the gi...
The Four Pillars of AI-driven Innovation
Innovation is more than just ideation. Ultimately, innovation is about value creation. AI has sparked a growing urgency in the concepts that drive innovation as org...