Hackers have begun exploiting a critical vulnerability in widely used VPN software sold by Ivanti, adding to the chaos caused by previous vulnerabilities. The Cybersecurity and Infrastructure Security Agency has mandated all federal agencies to disconnect Ivanti VPN products until rebuilt with the latest software version.
Amazon SageMaker Canvas, launched in 2021, offers a code-free approach to building and deploying machine learning models. The latest updates introduce new generative AI capabilities, including support for Meta Llama 2 and Mistral.AI models, making it easier for users to harness the power of AI without writing code.
Doctors have lower accuracy in diagnosing skin diseases on darker skin, with dermatologists accurately characterizing only 34% of images compared to 38% for lighter skin. Artificial intelligence algorithms can improve accuracy, but the disparity suggests a need for changes in dermatology education and training.
Unveiling the Power of Imperceptible Watermarks: Safeguarding Art and Detecting AI-Generated Content
Imperceptible watermarks offer a way to protect digital content without compromising quality, allowing creators to assert ownership and detect AI-generated content. Tech companies like Meta and Google are developing breakthrough watermarking systems to mitigate the overflow of dangerous AI-generated content on the internet.
A new study by the ITIF calls for governments to adopt AI to drive energy efficiency across industries, citing examples such as farmers using AI to reduce fertilizer and water usage, and factories deploying it to increase energy efficiency. The study's author emphasizes the need for policymakers to not hold back beneficial uses of AI, especially in regulated areas like healthcare.
The article discusses the benefits of retrieval augmented generation (RAG) for improving the precision and relevance of AI models. It emphasizes the importance of monitoring retrieval and response evaluation metrics to troubleshoot poor performance in LLM systems.
Learn how to calculate your data team's return on investment (ROI) with the Data ROI Pyramid, which focuses on capturing the value of data team initiatives such as customer churn dashboards and data quality initiatives. The pyramid also emphasizes reducing data downtime as a key strategy to increase ROI.
Hacker-for-hire firm, Appin Technology, and its subsidiaries have allegedly been involved in cyber-espionage, using legal threats to silence publishers reporting on their activities. Anti-censorship voices are now fighting back against their aggressive censorship campaign.
The article discusses the Retrieval Augmented Generation (RAG) pattern for generative AI workloads, focusing on the analysis and detection of embedding drift. It explores how embedding vectors are used to retrieve knowledge from external sources and augment instruction prompts, and explains the process of performing drift analysis on these vectors using Principal Component Analysis (PCA).
Resilience is crucial for generative AI workloads to meet organizational availability and business continuity requirements. Generative AI solutions involve new roles, tools, and considerations such as prompt validation and data pipelines.
GeForce NOW celebrates 4 years with Diablo IV and Overwatch 2 joining the cloud gaming library, along with other new games. The battle for Sanctuary heats up in Diablo IV, while Overwatch 2 offers epic team-based action, all available on GeForce NOW.
Generative AI is revolutionizing product design by making complex tools more accessible through natural language commands, benefiting both expert and novice users. Tailoring AI models with domain-specific data improves performance, giving companies a competitive edge in delivering differentiated offerings.
Data is crucial for maximizing the value of AI and solving business problems efficiently. Amazon SageMaker Canvas revolutionizes data preparation for security analysts, allowing them to effortlessly access foundation models, extract value, and remediate cybersecurity risks.
OpenAI introduces custom personalities called "GPTs" in ChatGPT, enabling collaboration and teamwork among AI agents within the platform. Users can create their own GPTs or download from the GPT Store to add relevant context and expertise to conversations.
Amazon Titan Text Embeddings is a text embeddings model that converts natural language text into numerical representations for search, personalization, and clustering. It utilizes word embeddings algorithms and large language models to capture semantic relationships and improve downstream NLP tasks.