by Luis Pacheco and Uday Yallapragada Introduction to Multiclass Text Classification with LLMs Multiclass text classification (MTC) is a natural language processing (NLP) task where text is categorized into multiple predefined categories or classes. Traditional approaches rely on training machine learning models, requiring labeled data and iterative fine-tuning. However, with the advent of large language […]
Data & Intelligence
AI Regulations for Financial Services: Japan
Artificial intelligence (AI) is poised to affect every aspect of the world economy and play a significant role in the global financial system, leading financial regulators around the world to take various steps to address the impact of AI on their areas of responsibility. The economic risks of AI to the financial systems include everything […]
A Comprehensive Guide to IDMC Metadata Extraction in Table Format
Metadata Extraction: IDMC vs. PowerCenter When we talk about metadata extraction, IDMC (Intelligent Data Management Cloud) can be trickier than PowerCenter. Let’s see why. In PowerCenter, all metadata is stored in a local database. This setup lets us use SQL queries to get data quickly and easily. It’s simple and efficient. In contrast, IDMC relies […]
8 Digital Healthcare Trends For 2025
Our experts are closely monitoring eight healthcare trends that are shaping industry leaders’ strategies in 2025. And this year is especially interesting, as 2024’s U.S. election results could significantly shift healthcare policy and impact healthcare access, affordability, regulation, and innovation. As such, forward-looking healthcare organizations (HCOs) that are on-track to differentiate their brand in the […]
AI Regulations for Financial Services: South Korea and the UK
Artificial intelligence (AI) is poised to affect every aspect of the world economy and play a significant role in the global financial system, leading financial regulators around the world to take various steps to address the impact of AI on their areas of responsibility. The economic risks of AI to the financial systems include everything […]
Intelligently Automating Prior Authorization to Build Consumer Trust in Healthcare
Healthcare leaders are engaging us in a variety of discussions to explore intelligent automation’s role for complex business challenges, ranging from efforts to enhance consumer trust and use artificial intelligence (AI) in effective ways, to navigating change that comes with prior authorization mandates. This series shares key insights coming from those discussions. As the saying […]
AI Regulations for Financial Services: European Union
Artificial intelligence (AI) is poised to affect every aspect of the world economy and play a significant role in the global financial system, leading financial regulators around the world to take various steps to address the impact of AI on their areas of responsibility. The economic risks of AI to the financial systems include everything […]
Understanding Cybercrime-as-a-Service: A Growing Threat in the Digital World
With just a cryptocurrency wallet, cybercriminals can now execute complex cyberattacks without advanced technical knowledge or sophisticated software. This alarming trend is a byproduct of the growing popularity of cloud computing and the “as-a-service” model, where services like infrastructure, recovery, and cybersecurity are now accessible on demand. Known as “cybercrime-as-a-service” (CaaS), this model has modified […]
AI Regulations for Financial Services: Federal Reserve
Artificial intelligence (AI) is poised to affect every aspect of the world economy and play a significant role in the global financial system, leading financial regulators around the world to take various steps to address the impact of AI on their areas of responsibility. The economic risks of AI to the financial systems include everything […]
AI Regulations for Financial Services: SEC
Artificial intelligence (AI) is poised to affect every aspect of the world economy and play a significant role in the global financial system, leading financial regulators around the world to take various steps to address the impact of AI on their areas of responsibility. The economic risks of AI to the financial systems include everything […]
AI Regulations for Financial Services: CFTC and FDIC
Artificial intelligence (AI) is poised to affect every aspect of the world economy and play a significant role in the global financial system, leading financial regulators around the world to take various steps to address the impact of AI on their areas of responsibility. The economic risks of AI to the financial systems include everything […]
AI in Healthcare: Revolutionizing Patient Care… With Caution
Remember the days when robots and artificial intelligence (AI) were confined to the realms of science fiction? Fast forward to today, and AI in healthcare is rapidly transforming how we diagnose, treat, and care for patients. From intelligent algorithms diagnosing diseases faster than the human eye, to virtual health assistants providing round-the-clock support, AI is […]