As more enterprises integrate LLMs into their applications, they face a critical challenge: LLMs can generate plausible but incorrect responses, known as hallucinations. AI guardrails—or safeguarding mechanisms enforced in AI models and applications—are a popular technique to ensure the reliability of AI applications. This post demonstrates how to build safer…
]]>Speech AI is the ability of intelligent systems to communicate with users using a voice-based interface, which has become ubiquitous in everyday life. People regularly interact with smart home devices, in-car assistants, and phones through speech. Speech interface quality has improved leaps and bounds in recent years, making them a much more pleasant, practical, and natural experience than just a…
]]>Fraud is a major problem for many financial services firms, costing billions of dollars each year, according to a recent Federal Trade Commission report. Financial fraud, fake reviews, bot assaults, account takeovers, and spam are all examples of online fraud and harmful activity. Although these firms employ techniques to combat online fraud, the methods can have severe limitations.
]]>Join the NVIDIA Triton and NVIDIA TensorRT community to stay current on the latest product updates, bug fixes, content, best practices, and more. I’m excited about Torch-TensorRT, the new integration of PyTorch with NVIDIA TensorRT, which accelerates the inference with one line of code. PyTorch is a leading deep learning framework today, with millions of users worldwide. TensorRT is an SDK…
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