Startups often encounter challenges when prioritizing business growth over code quality, resulting in code sprawl and tightly coupled services. Managing even minor features or changes turns into a substantial burden and as a solution, several startups have turned to microservices. However, this introduces another set of issues such as orchestration, lifecycle management, and versioning dependencies.…
Researchers from the Massachusetts Institute of Technology, University of Toronto, and Vector Institute for Artificial Intelligence have developed a new method called IF-COMP for improving the estimation of uncertainty in machine learning, particularly in deep learning neural networks. These fields place importance on not only accurately predicting outcomes but quantifying the uncertainty involved in these…
Methods for evaluating the dependability of a multi-functional AI model prior to its implementation.
Foundation models, or large-scale deep-learning models, are becoming increasingly prevalent, particularly in powering prominent AI services such as DALL-E, or ChatGPT. These models are trained on huge quantities of general-purpose, unlabeled data, which is then repurposed for various uses, such as image generation or customer service tasks. However, the complex nature of these AI tools…
Incorporating a recent graduate into a marketing team can provide a refreshing perspective and innovative ideas. However, their success largely depends on the level of support provided and the structure instituted from the start. By detailing strategies for onboarding, training and development, this article highlights ways of successfully integrating graduate marketers into a team. Additionally,…
Integrating fresh graduates into your marketing team can infuse innovative ideologies into your organization. However, providing the right support and setup is key to their success. Various strategies can be employed for onboarding, training, and development of graduate marketers. The 'Come Market Your Business with Me' program by Robotic Marketer is examined as an example…
This article highlights the importance of video marketing and outlines seven strategies to optimize it for brand success. Facts and figures indicate that video content now accounts for the majority of internet traffic, thereby playing a major role in engagement, brand recall, and conversion rates. To leverage this advantage, the author provides a detailed overview…
Artificial Intelligence (AI) has revolutionized research and development, and most notably, cybersecurity. It has been crucial in detecting and identifying anomalies, malicious code injections, as well as enhancing cybersecurity technology with high-end development and AI-based intelligence. To elaborate, here are some key AI trends in cybersecurity.
Advanced AI models are reshaping system interactions and cybersecurity measures.…
A patient vividly demonstrates how artificial intelligence (AI) can potentially enhance patient care in complex health systems by catching missed care opportunities. After entering the Emergency Department (ED) with acute abdominal pain, they are quickly diagnosed via a CT scan with diverticulitis involving a perforation, swiftly treated and sent home pain-free. However, buried in the…
In our growing healthcare landscape, innovation has transitioned from a buzzword to a crucial aspect in enhancing patient outcomes and operational efficiency. We had an insightful discussion with Jason Hill, MD, Innovation Officer at Ochsner Health, on his guiding principles, philosophies about AI, and its impact on care delivery.
We discussed various aspects of AI…
Lattice, an HR software company founded by Jack Altman, recently attempted an ambitious move to generate official employee records for its 'digital workers.' However, after facing significant backlash, the company had to backtrack on this decision just three days later.
CEO Sarah Franklin initially declared through LinkedIn that Lattice was pioneering the responsible employment of…
IBM researchers are working on addressing the challenge of digging out beneficial insights from large databases, a problem often encountered in businesses. The volume and variety of data are overwhelming and can pose a significant challenge for employees to find the necessary information. Writing SQL codes, needed to retrieve data across multiple programs and tables,…
IBM researchers have taken a major step toward simplifying the process of extracting valuable insights from large business databases. Currently, these databases are queried using Structured Query Language (SQL), a dominating language for database interactions. However, SQL proficiency typically lies within a small group of data professionals, presenting a barrier to broader data access and…