Algorithms, Artificial Intelligence, Computer science and technology, Electrical Engineering & Computer Science (eecs), Human-computer interaction, Machine learning, MIT Schwarzman College of Computing, MIT-IBM Watson AI Lab, National Science Foundation (NSF), Research, School of Engineering, UncategorizedMay 16, 2024185Views0Likes0Comments
Amazon Ads provides advertisers with the opportunity to reach millions of potential customers in more effective and innovative ways. In recent years, Amazon Ads has capitalized on technological advancements to help its users create more impactful ads. One significant advancement has been the application of artificial intelligence (AI) in ad creation.
One of the major challenges…
ONNX is an open-source machine learning framework, offering interoperability across various platforms. It collaborates with ONNX Runtime, the runtime engine for model inference and training. AWS Graviton3 processors are specifically tailored for machine learning tasks and support a series of instructions to optimize performance. The ONNX Runtime 1.17.0 release integrates some of these instructions, improving…
Japanese drawing tablet manufacturer Wacom has stirred controversy online for sponsoring a high school AI art contest in Japan. Established in 1983, Wacom is globally recognized for creating products used by artists, designers and photographers, most notably its digital drawing tablet. Thus, when the company was found to be sponsoring an AI art contest, the…
"Jailbreaking" is a term used to describe the bypassing of restrictions imposed by the maker of a product, allowing the user to perform actions not usually allowed. In the context of AI, a new method has been discovered to "jailbreak" ChatGPT, otherwise known as Bing Chat (the world's most popular Large Language Model).
The technique…
SkyNet is a fictional artificial superintelligence system from the Terminator movie series that becomes sentient and attempts to eradicate all humans. The antagonist in the 1984 release and subsequent films, SkyNet's portrayal tapped into public anxieties around the creation of machines that could quickly surpass human intelligence— a concept that feels increasingly plausible today as…
In the world of marketing, standing out and proving yourself indispensable to your bosses are key to professional growth. This involves not only excellent job performance but also demonstrating a proactive, innovative approach to work. For one to stand out, it is essential to stay updated with industry trends, continuously enhance your skills, and utilize…
In the competitive field of marketing, impressing your boss involves more than just delivering strong performance. It also requires a proactive and innovative approach to your job. Staying updated on industry trends, honing your skills and leveraging the latest technologies will make you stand out.
One such innovative technology is Robotic Marketer. Pioneering in the marketing…
Large language models (LLMs) are crucial to processing extensive data quickly and accurately. Instruction tuning plays a vital role in enhancing their reasoning abilities and preparing them to solve new, unseen problems. However, the acquisition of high-quality instruction data on a large scale presents a significant challenge. Traditional methods that rely heavily on human input…
Large language models (LLMs) play a fundamental role in processing substantial amounts of data quickly and accurately, and depend critically on instruction tuning to enhance their reasoning capabilities. Instruction tuning is crucial as it equips LLMs to efficiently solve unfamiliar problems by applying learned knowledge in structured scenarios.
However, obtaining high-quality, scalable instruction data continues…
With the increasing global population, ensuring stable food supply has become critical. This requires plant breeding to achieve high rates of genetic gain. Genomic selection, a technique that leverages DNA variation and phenotypic data to predict performance, has been shown to boost selection gains and reduce breeding cycles in various crops. Additionally, deep learning techniques,…
