In the age of data-driven healthcare, synthetic data is emerging as a transformative force. This innovative technology allows us to create artificial yet statistically meaningful data sets, offering a plethora of applications that can revolutionise healthcare as we know it. From studying patterns in stigmatised illnesses to simulating the impact of healthcare policies, synthetic data […]
The Floating Point platform allows us to monitor and manage the AI solution after deployment and while it is in use in the real world. We are able to monitor for data drift over time and to check for any errors in the accuracy of our model over time. Our dedicated support engineers can monitor, […]
Large language models (LLMs) are typically trained on broad and general data sets, making fine-tuning them essential for achieving domain-specific applications.Traditionally, this fine-tuning process required significant computational resources and time. However, innovative methods like Parameter Efficient Fine-Tuning (PEFT) have emerged, offering efficient alternatives that drastically reduce these requirements. Among these, Low-Rank Adaptation (LoRA) and Quantized […]
The need for powerful computing resources has become increasingly critical, especially in the field of deep learning. Traditionally, companies have leaned on cloud providers like AWS and Azure to access GPUs for training and fine-tuning deep-learning models. This approach offers flexibility and scalability, allowing businesses to pay for what they use without the burden of […]
Clients often contact us with questions and are curious to know about what AI can do in their organisations. However, they are often caught by headlines about AI changing this or that industry, hung up on the idea that AI will solve all their problems. Therefore, they jump on starting an AI project right away. […]
This post is based on the AI Paper Club podcast episode on this topic, listen to the podcast now: One of the groundbreaking advancements in this field of artificial intelligence (AI) is the Forward-Looking Active Retrieval of Meta-Generation (FLARE), a method introduced by researchers from Carnegie Mellon University’s CAI Lab […]
1. Why did I decide to form DI originally? My first company was in Consumer Electronics, an industry where I was witnessing huge amounts of waste be it in the manufacturing process or in retail. Back then was the dawn of ‘Big Data’ and I realised that my industry’s inefficiencies could be solved with using […]
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This post is based on the AI Paper Club podcast episode on this topic, listen to the podcast now. The healthcare sector is continually evolving, with technology playing a pivotal role in enhancing diagnostic processes. One of the significant advancements in recent years is the application of artificial intelligence (AI) in medical […]
While the world has been captivated by the arrival of AI in our daily lives, from writing funny poems to creating images of cats as construction workers, we’ve overlooked a significant area where AI will have a profound impact: genetics. Although healthcare has certainly found a place for AI, genetics integrates with AI in a […]
Artificial intelligence (AI) is increasingly integrated into our daily lives, offering a wide range of applications and tools. These AI systems assist us in performing tasks that range from mundane and routine chores to complex and time-consuming endeavours that would otherwise demand significant human effort. However, one notable aspect often remains obscured from the user’s […]
May 27 2019, London, United Kingdom: UK-based AI and analytics firm Deeper Insights has launched a free research discovery platform to help medical professionals access the latest research on COVID-19 to further their knowledge and help in the critical search for potential treatments and vaccines. The Covid Insights app enables researchers, physicians and doctors to […]
Our coding test is deliberately supposed to be a simple problem to solve, but with room for showing your skills if you choose to do so. The idea is like a famous test for chefs; you ask them to cook an omelette. You can go all out and add chorizo and some herbs and truffles […]
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