New Stability AI Developer Platform: Simplifying API Discovery and Accelerating Integration

We are thrilled to announce the launch of our new developer platform site. We want to make it easier and faster for you to discover and start using our API features. In this blog post, we delve into the key features and benefits of our new platform website, catering to the needs of developers and …

Red teaming 101: What is red teaming?

This blog post is part of the “All You Need to Know About Red Teaming” series by the IBM Security Randori team. The Randori platform combines attack surface management (ASM) and continuous automated red teaming (CART) to improve your security posture. “No battle plan survives contact with the enemy,” wrote military theorist, Helmuth von Moltke, …

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Use a generative AI foundation model for summarization and question answering using your own data

Large language models (LLMs) can be used to analyze complex documents and provide summaries and answers to questions. The post Domain-adaptation Fine-tuning of Foundation Models in Amazon SageMaker JumpStart on Financial data describes how to fine-tune an LLM using your own dataset. Once you have a solid LLM, you’ll want to expose that LLM to …

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How to use custom holidays for time-series forecasting in BigQuery ML

Time-series forecasting is one of the most important models across a variety of industries, such as retail, telecom, entertainment, manufacturing. It serves many use cases such as forecasting revenues, predicting inventory levels and many others. It’s no surprise that time series is one of the most popular models in BigQuery ML. Defining holidays is important …

A faster way to teach a robot

A new technique enables a human to efficiently fine-tune a robot that failed to complete a desired task with very little effort on the part of the human. Their system uses algorithms, counterfactual explanations, and feedback from the user to generate synthetic data it uses to quickly fine-tune the robot.

How to give AI-based robots empathy so they won’t want to kill us

A team of social scientists, neurologists and psychiatrists at the University of Southern California’s Brain and Creativity Institute, working with colleagues from the Institute for Advanced Consciousness Studies, the University of Central Florida and the David Geffen School of Medicine at UCLA have published a Viewpoint piece in the journal Science Robotics outlining a new …

How Multichannel Marketing and AI Elevate the Customer Experience

When we think of AI, our minds might drift to sophisticated robotics, self-driving cars, or the AI application du jour, ChatGPT. But, AI technology has also been making a big splash when it comes to marketing orchestration. From elevating the customer journey to powering personalization to transforming the customer experience, AI has given marketers the …