LLMs: New alignment research for AI safety and technical regulation
A new blog post by Google, Introducing the Coalition for Secure AI (CoSAI) and founding member organizations, stated that, “We’re introducing the Co...
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Avoid GenAI Model Collapse and Death by Averages
The Harvard Business Review article “Has Generative AI Peaked?” raised a troubling concern concerning Generative AI (GenAI): “This brings us to an unsettling yet en...
How machine learning detects credit card fraud
Credit card fraud is a growing problem that affects millions worldwide and costs businesses billions of dollars every year. As fraudsters become more sophisticated, tradi...
Synergy of Generative, Analytical, Causal, and Autonomous AI
The current fascination with Generative AI (GenAI) – especially as manifested by OpenAI’s ChatGPT – has raised public awareness of Artificial Intelligence (AI) and ...
RAG and its evolution
Retrieval Augmented Generation (RAG) is becoming a platform in its own right. In this and the following post, we explore the foundations and more importantly, the evoluti...
Nine Categories of Innovation-Driven Prompt Engineering
In my previous blog, “GenAI Maturity: From Productivity To Effectiveness,” I discussed the dramatic disparities between the organizational mindset of using Ge...
Boosting innovation initiatives with knowledge graphs
Image by Annette from Pixabay One of the common dilemmas in a typical large enterprise is that multiple groups from different geographies and business units are often spe...
GenAI Maturity: From Productivity To Effectiveness
As I work with more organizations using Generative AI (GenAI) tools like OpenAI’s ChatGPT and Microsoft’s Copilot, I see an interesting dilemma – many organizations...
How knowledge graphs + LLMs enable AI efficiency and trust
Image by Andrew Martin from Pixabay Data governance expert Malcolm Chisholm asked a rhetorical question on LInkedin in June 2024: “Is the Cloud the biggest mistake in t...
Talking to a CDO? Think Like an Economist
The Chief Data Officer (CDO) role has evolved significantly over the past five to seven years. It has transitioned from a CIO Mini-me, focused on managing data infrastruc...