In the simplest sense, a cybersecurity threat, or cyberthreat, is an indication that a hacker or malicious actor is attempting to gain unauthorized access to a network for the purpose of launching a cyberattack. Cyberthreats can range from the obvious, such as an email from a foreign potentate offering a small fortune if you’ll just …
We’re excited to announce the availability of response streaming through Amazon SageMaker real-time inference. Now you can continuously stream inference responses back to the client when using SageMaker real-time inference to help you build interactive experiences for generative AI applications such as chatbots, virtual assistants, and music generators. With this new feature, you can start …
Catastrophic forgetting, an innate issue with backpropagation learning algorithms, is a challenging problem in artificial and spiking neural network (ANN and SNN) research.
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Over the past year alone, it seems like almost everyone is using or at least talking about Generative AI. From college kids writing term papers to large corporations looking to scale fast, AI is just about everywhere these days. While 2023 might as well be renamed the “Year of GenAI,” many retail and other industry …
Posted by Stephan Rasp, Research Scientist, and Carla Bromberg, Program Lead, Google Research In 1950, weather forecasting started its digital revolution when researchers used the first programmable, general-purpose computer ENIAC to solve mathematical equations describing how weather evolves. In the more than 70 years since, continuous advancements in computing power and improvements to the model …
Read more “WeatherBench 2: A benchmark for the next generation of data-driven weather models”
Conference & Certified Workshops in Conversational UX & ChatGPT We’re buzzing with excitement, and we think you’ll be too when you hear about what’s coming! The Chatbot Conference 2023 is just around the corner, and we’ve curated an experience that’s set to be more insightful and impactful than ever before. Event Highlights: – 📅 Date(s): Nov 1st, 2nd …
The Log4j vulnerability, or “Log4Shell,” is considered one of the most catastrophic software flaws ever. Apache patched the flaw in December 2021, yet it remains a concern for security teams. In fact, it is still among the most exploited security vulnerabilities. Log4Shell persists because the Apache Log4j 2 software package it affects is one of the …
Posted by Stephan Rasp, Research Scientist, and Carla Bromberg, Program Lead, Google Research In 1950, weather forecasting started its digital revolution when researchers used the first programmable, general-purpose computer ENIAC to solve mathematical equations describing how weather evolves. In the more than 70 years since, continuous advancements in computing power and improvements to the model …
Read more “WeatherBench 2: A benchmark for the next generation of data-driven weather models”
As Artificial Intelligence (AI) and Machine Learning (ML) technologies have become mainstream, many enterprises have been successful in building critical business applications powered by ML models at scale in production. However, since these ML models are making critical business decisions for the business, it’s important for enterprises to add proper guardrails throughout their ML lifecycle. …
Read more “Use Amazon SageMaker Model Card sharing to improve model governance”