Meta Prompt Regardless of the Generative AI model used, sometimes the model may refuse to provide a response for a valid prompt. Often the reasons cited are - "I don't know", "I am not trained for the task", "violation of safety/responsible/ethical guardrails". This is sometimes more acutely felt when using Generative AI models for creating images. Overcoming this behavior can be frustrating and time consuming. An approach is to ask the AI model itself to generate prompts so that the prose and nuances of prompting are aligned with how the AI model has been built. This is called meta-prompting . The theory is that the prompts created by the AI model would have better chance of working. Let's dive in to see if and how this meta-prompting works in Gemini . How to Create a Meta Prompt As with all good prompts, start with a persona/situation that describes the overall context. Next, describe the task in detail. In this case, it is about creating some
Overview Marc Andreessen penned his now famous essay, “ Why Software Is Eating the World ” in Wall Street Journal in 2011. However, if we dig under the covers, it's really virtualization that is powering this phenomenon. Today, literally every hardware component such as - processor, memory, network, storage, network load-balancer, network router and switch, firewall are virtualized. In fact, even a user is now "virtualized" especially in scenarios such as load testing and synthetic monitoring. Finally, as a concept, money is also virtualized in the form of crypto-currencies. In this post, let's go through how we can implement virtualization in a local machine and get better understanding of the concepts of virtualization. Virtualization One key aspect, driver and benefit of virtualization is sharing of the physical resources. Before we dive in, let's define some concepts. Host Machine - This can be a server rack, single server or a desktop/lapto
Overview As the FairPrice group in Singapore completes 50 years, "The Price of Being Fair" book is a timely story of it's birth and evolution. The book has been authored by Sue-Ann Chia and Shing Huei Peh. While being true to history, the book has nuggets of "behind the scenes" information, given the time the authors have spent with various leaders at FairPrice. The book is already a best seller according to Kinokuniya book store. At under 200 pages, it makes for a breezy read. The Usual Suspects Having worked in retail industry for over two decades, the travails of NTUC FairPrice seem familiar to me. A retail CEO once remarked that retail is a pretty "public" industry. There is not much behind which a retail business can hide. As such, retailers often have to follow the aspirations and concerns of the communities and customers they serve. The journey of FairPrice from being an EDLP (everyday low price) retailer to one having multiple formats, busin
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