AlphaFold 3 predicts the structure and interactions of all of life’s molecules
Introducing a new AI model developed by Google DeepMind and Isomorphic Labs.
Generative Modeling with Phase Stochastic Bridges
This paper introduces a novel generative modeling framework grounded in phase space dynamics, taking inspiration from the principles underlying Critically Damped Langevin Dynamics (CLD). Leveraging insights from stochastic optimal control, we construct a favorable path measure in the phase space that proves highly advantageous for generative sampling. A distinctive feature of our approach is the …
Read more “Generative Modeling with Phase Stochastic Bridges”
Helping enterprises across regulated industries leverage hybrid cloud and AI
At IBM Cloud, we are committed to helping enterprises across industries leverage hybrid cloud and AI technologies to help them drive innovation. For true transformation to begin, we believe it is key to understand the unique challenges organizations are facing—whether it is keeping data secured, addressing data sovereignty requirements or speeding time to market to …
Read more “Helping enterprises across regulated industries leverage hybrid cloud and AI”
Build a Hugging Face text classification model in Amazon SageMaker JumpStart
Amazon SageMaker JumpStart provides a suite of built-in algorithms, pre-trained models, and pre-built solution templates to help data scientists and machine learning (ML) practitioners get started on training and deploying ML models quickly. You can use these algorithms and models for both supervised and unsupervised learning. They can process various types of input data, including …
Read more “Build a Hugging Face text classification model in Amazon SageMaker JumpStart”
How to Choose the Right Software Maintenance Pricing Model for Your SaaS Development Company?
Choose a Maintenance Service for your SaaS Development Company A Perfect Software Maintenance Pricing Model for SaaS Introduction In today’s rapidly evolving technology landscape, Software-as-a-Service (SaaS) has gained significant popularity. As a SaaS development company, it is crucial to ensure the smooth operation and continuous improvement of your software products. This requires selecting the right software …
Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling
This paper has been accepted at the Data Problems for Foundation Models workshop at ICLR 2024. Large language models are trained on massive scrapes of the web, which are often unstructured, noisy, and poorly phrased. Current scaling laws show that learning from such data requires an abundance of both compute and data, which grows with …
Read more “Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling”
Revolutionize your talent acquisition strategy: How AI can help you find the right candidates faster
Imagine that you are a talent acquisition manager at a large corporation, and you’re struggling to find suitable candidates for a critical role. Despite posting the description on multiple job boards, the résumés received are either unqualified or uninteresting. This results in wasted valuable time and resources on manual screening, causing frustration among hiring managers. …
Boost employee productivity with automated meeting summaries using Amazon Transcribe, Amazon SageMaker, and LLMs from Hugging Face
The prevalence of virtual business meetings in the corporate world, largely accelerated by the COVID-19 pandemic, is here to stay. Based on a survey conducted by American Express in 2023, 41% of business meetings are expected to take place in hybrid or virtual format by 2024. Attending multiple meetings daily and keeping track of all …
Product analytics for generative AI model and media asset companies using BigQuery
Over the last year, there’s been a lot of change in the commercial image and video asset industry: New generative AI applications let users create their own still and live images based on prompts, and traditional stock-media asset providers are offering customers richer search experiences that have a deep understanding of the image/live image content …
Read more “Product analytics for generative AI model and media asset companies using BigQuery”