Numerous companies like FedEx grapple with the sophisticated problem of optimising the routing of holiday packages. Specialised software known as a mixed-integer linear programming (MILP) solver is often used to split this massive optimisation issue into smaller pieces, allowing generic algorithms to locate the most suitable solution. This time-consuming process sometimes forces companies to settle…
Researchers from MIT have developed a machine learning approach that could replace the intuition-based methods typically used in the creation of catalysts. The team, led by graduate student Xiaochen Du, devised a system that offers more detailed insights than conventional techniques, identifying previously undiscovered atomic configurations in a material that had been researched for three…
Amazon Transcribe is an Amazon Web Services (AWS) tool that converts speech to text using machine learning technologies. It can be used for a wide range of applications such as transcribing customer care calls, voicemail messages, and generating subtitles for videos. Some customers may entrust sensitive and confidential data with the service, such as personal…
Stability AI, a $1 billion AI company, servicing the globally acclaimed AI art generator Stable Diffusion, is under public scrutiny over allegations of plagiarism and a host of top-level resignations inclusive of CEO, Emad Mostaque. Following the exit of key c-suite personnel, some of the original company members have embarked on a new venture in…
NVIDIA and Hippocratic AI, a healthcare technology start-up, are collaborating to develop artificial intelligence (AI)-powered "healthcare agents" that can provide basic patient care such as medical advice and scheduling appointments through video calls and over the phone. The AI agents, claimed to perform better than human nurses in many respects, cost US$9 per hour to…
The fusion of Artificial Intelligence (AI) and marketing is radically transforming the sector, opening up new avenues for personalized customer engagement, predictive analytics, and content creation. AI’s critical role in enhancing customer experiences is revolutionizing traditional business models.
Hyper-personalization is a key aspect of AI advancement. This sophisticated approach allows businesses to tailor content, recommendations, and…
Artificial Intelligence (AI) is an ever-evolving field that requires effective methods for incorporating new knowledge into existing models. The fast-paced generation of information renders models outdated quickly, necessitating model editing techniques that can equip AI models with the latest information without compromising their foundation or overall performance.
There are two key challenges in this process: accuracy…
Fusion of large language models (LLMs) with AI agents is considered a significant step forward in Artificial Intelligence (AI), offering enhanced task-solving capabilities. However, the complexities and intricacies of contemporary AI frameworks impede the development and assessment of advanced reasoning strategies and agent designs for LLM agents. To ease this process, Salesforce AI Research has…
Machine learning frameworks' integration with various hardware architectures has proven to be a complicated and time-consuming process, primarily due to the lack of standardized interfaces, which frequently results in compatibility problems and impedes the adoption of new hardware technologies. It usually requires developers to write specific code for each piece of hardware, with communication costs…
Large language models (LLMs) have revolutionized the field of natural language processing due to their ability to absorb and process vast amounts of data. However, they have one significant limitation represented by the 'Reversal Curse', the problem of comprehending logical reversibility. This refers to their struggle in understanding that if A has a feature B,…