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Despite the transformative potential of large language models (LLMs), these models face significant challenges in generating contextually accurate responses faithful to the provided input. Ensuring factuality in LLM outputs is particularly critical in tasks requiring responses grounded in lengthy, complex documents, which form the basis for advancing their applications in research, education, and industry. One… Read more

Azure’s growing adoption among companies leveraging cloud platforms highlights the increasing need for effective cloud resource management. With a wide range of services, including virtual machines, Kubernetes clusters, and serverless computing, Azure requires advanced management strategies to ensure optimal performance, enhanced security, and cost efficiency. Enterprises must focus on resource provisioning, automation, and monitoring to… Read more

As concerns about AI security, risk, and compliance continue to escalate, practical solutions remain elusive. While NIST released NIST-AI-600-1, Artificial Intelligence Risk Management Framework: Generative Artificial Intelligence Profile on July 26, 2024, most organizations are just beginning to digest and implement its guidance, with the formation of internal AI Councils as a first step in… Read more

From layoffs to the return of Gamergate, video games—and the people who make and play them—had a rough year. Read more

A new report from the US Government Accountability Office (GAO) appears to indicate that no US federal agency reporting into the Department of Homeland Security (DHS) knows the full extent or probability of harm that AI can do the nation’s critical infrastructure. In the report, released earlier this week, it concluded the DHS needs to… Read more

The GenAI revolution has raised expectations for what enterprises can do with data. But it has also exposed some serious shortcomings in how enterprises manage data. That’s the backdrop against which we will dig into this batch of big data management predictions. Getting access to data has always been a challenge for analytics and AI.… Read more

Given enough time to “think,” small language models can beat LLMs at math and coding tasks by generating and verifying multiple answers.Read More Read more

A live agent spends hours each week manually documenting routine interactions. Another combs through multiple knowledge bases to find the right solution, scrambling to piece it together while the customer waits on hold. A third types out the same response they’ve written dozens of times before. These repetitive tasks can be draining, leaving less time… Read more

It’s a stormy holiday weekend, and you’ve just received the last notification you want in the busiest travel week of the year: The first leg of your flight is significantly delayed. You might expect this means you’ll be sitting on hold with airline customer service for half an hour. But this time, the process looks… Read more

With the acquisition of Carbon, Perplexity will expand the knowledge pool powering its AI search engine, making its responses more relevant. Read More Read more