If a chef was asked to cook a 5-star meal with nothing but a butter knife, the meal would turn out a lot different than if the chef had access to all the tools she needed to succeed. An industrial oven, customized knife set, large mixer, state-of-the-art cookware, and an experienced team of staff would…
As we enter the sixth decade of the information age, data has become a currency of the business world. However, it is estimated that a vast majority of a company's data remains unstructured, taking the form of written text found in various forms such as reports, contracts, and emails. The manual process of collating…
Supply chains today are very complex, with numerous stakeholders, processes, and data points involved. From raw material sourcing and production to shipping and delivery, managing the supply chain can be a daunting task for businesses. This is where supply chain automation comes into play, offering a range of benefits, from increased efficiency and productivity to…
In the ever-evolving landscape of technology, the term “Artificial Intelligence” (AI) has become ubiquitous, often sparking discussions and debates about its true nature and potential. Regardless of the label — whether it’s AI, Artificial Intelligence, Deep Learning, Machine Learning (ML), or automation — these technologies are essentially a collection of algorithms that have the remarkable…
AI-enabled autopay systems leverage advanced machine learning algorithms to automate payment processes and make transactions faster and more efficient. Due to their ability to streamline operations and reduce human error, these systems are increasingly becoming integral in the retail, finance and health care sectors.
However, as your reliance on these technologies grows, it’s crucial…
Do you usually eat Chinese food in restaurants? Do you want to understand Chinese or become more familiar with Chinese culture? If so, you must be able to either copy and paste Chinese into a translator for greater comprehension or extract some Chinese materials for further study. The only exception is that you…
The Scale and Complexity of LLMs
The incredible abilities of LLMs are powered by their vast neural networks which are made up of billions of parameters. These parameters are the result of training on extensive text corpora and are fine-tuned to make the models as accurate and versatile as possible. This level of…
Vision-language models (VLMs), capable of processing both images and text, have gained immense popularity due to their versatility in solving a wide range of tasks, from information retrieval in scanned documents to code generation from screenshots. However, the development of these powerful models has been hindered by a lack of understanding regarding the critical design…
Our approach to analyzing and mitigating future risks posed by advanced AI models Google DeepMind has consistently pushed the boundaries of AI, developing models that have transformed our understanding of what's possible. We believe that AI technology on the horizon will provide society with invaluable tools to help tackle critical global challenges, such as climate…
Learning in simulation and applying the learned policy to the real world is a potential approach to enable generalist robots, and solve complex decision-making tasks. However, the challenge to this approach is to address simulation-to-reality (sim-to-real) gaps. Also, a huge amount of data is needed while learning to solve these tasks, and the load of…