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Operational Responsibility Is the Only Way to Deliver Software

Operational Responsibility is a deeply contrarian concept — but it shouldn’t be We use Operational Responsibility (OR) at Palantir because it is the fastest and most correct approach to delivering mission critical software to production — and your organization can too. In this post, we unpack what OR is, how we do it, and why, counterintuitively, it is the …

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Generative AI to quantify uncertainty in weather forecasting

Posted by Lizao (Larry) Li, Software Engineer, and Rob Carver, Research Scientist, Google Research Accurate weather forecasts can have a direct impact on people’s lives, from helping make routine decisions, like what to pack for a day’s activities, to informing urgent actions, for example, protecting people in the face of hazardous weather conditions. The importance …

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Improving air quality with generative AI

As of this writing, Ghana ranks as the 27th most polluted country in the world, facing significant challenges due to air pollution. Recognizing the crucial role of air quality monitoring, many African countries, including Ghana, are adopting low-cost air quality sensors. The Sensor Evaluation and Training Centre for West Africa (Afri-SET), aims to use technology …

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Enhance the security of your DialogFlow CX chatbots with Apigee

Organizations that want to create a chatbot often turn to Dialogflow, Google Cloud’s service for creating conversational agents that can understand and respond to natural language. Available in two editions, many organizations choose Dialogflow CX for its advanced chatbot capabilities. However, integrating a chatbot with your website in the absence of a middleware solution may …

5 Free Courses on Reinforcement Learning

Reinforcement learning (RL) is a subfield of machine learning where an agent learns to make decisions by interacting with its environment rather than relying solely on pre-existing data. It is an area that blends trial-and-error learning with feedback from actions to improve future performance. In this blog, we will explore 5 free courses that I …

Training Stable Diffusion with Dreambooth

Stable Diffusion is trained on LAION-5B, a large-scale dataset comprising billions of general image-text pairs. However, it falls short of comprehending specific subjects and their generation in various contexts (often blurry, obscure, or nonsensical). To address this problem, fine-tuning the model for specific use cases becomes crucial. There are two important fine-tuning techniques for stable …