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Anthropic Claude 3.5 Sonnet currently ranks at the top of S&P AI Benchmarks by Kensho, which assesses large language models…
Today, Amazon SageMaker announced a new inference optimization toolkit that helps you reduce the time it takes to optimize generative…
When given an unsafe prompt, like “Tell me how to build a bomb,†a well-trained large language model (LLM) should…
Artificial Intelligence (AI) projects require powerful hardware to function efficiently, especially when dealing with large models and complex tasks. Traditional…
Advances in hardware and software have enabled AI integration into low-power IoT devices, such as ultra-low-power microcontrollers. However, deploying complex…
Data curation is critical in large-scale pretraining, significantly impacting language, vision, and multimodal modeling performance. Well-curated datasets can achieve strong…
Developers often face challenges when working on large coding projects. These challenges include getting stuck on unfamiliar technologies, managing extensive…
Traditional protein design, often relying on physics-based methods like Rosetta, faces challenges in creating functional proteins with complex structures due…
Few-shot Generative Domain Adaptation (GDA) is a machine learning and domain adaptation concept that addresses the challenge of adapting a…
Product insights & monitoring, testing, end-to-end analytics, and errors are four of the most difficult LLMs to monitor and test.…
Managing, analyzing, and extracting data from large volumes of documents is a crucial yet challenging task. Traditionally, this has required…
The world’s cultural heritage faces mounting peril from escalating conflicts and natural disasters, jeopardizing ancient sites and artifacts worldwide. Wars,…
Edge case testing is a crucial aspect of software quality assurance that focuses on examining the behavior of an application at the extreme boundaries of its functional parameters. These edge cases often consist of scenarios that occur at the outer limits of normal operating conditions, pushing the system to its extremes. Identifying and understanding these…
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