Generative AI features are expanding in software with Amazon Bedrock, offering high-performing foundational models from leading AI companies like AI21 Labs and Meta. Learn how to implement tenant isolation using Amazon Bedrock agents in a multi-tenant environment for secure and responsible AI applications.
Guardian journalist Michael Safi delves into AI's societal impact, exploring both dangers and promises. AI aids cancer detection in Montana and Massachusetts, showing potential for positive change.
AWS DeepRacer: Learn to bridge the sim2real gap by mastering the physical track. Understand how the car's camera sensor uses grayscale images to navigate based on pixel values.
Top LLMs tested for structured output: Google Gemini Pro, Anthropic Claude, OpenAI GPT. OpenAI leads with direct integration for JSONs. Anthropic requires 'tool call' trick, Google Gemini is cumbersome.
MMD-Critic method for data summarization lacks usage due to the absence of a Python package, but its results justify more attention. It helps find prototypes and criticisms in datasets for model testing and explanations, using Maximal Mean Discrepancy to compare probability distributions.
Journalists combat Maduro's media crackdown with AI avatars. Reporting in Venezuela becomes increasingly difficult under President Maduro.
Six imputation methods for missing values in data sets explained with visuals, highlighting the importance of domain knowledge. Understand the types and reasons for missing data to choose the right imputation method for better analysis.
Discover how Monte Carlo simulations can be used to build a high-skilled AI for Connect Four. Learn about the history and practical applications of this powerful data science tool.
Chinese hackers exploit zero-day in Versa Director to infect US ISPs with credential-stealing malware, gaining admin control and compromising customers. Black Lotus Labs reveals ongoing attacks using custom web shell 'VersaMem' to capture credentials before hashing.
Author developed a logistic regression model in C#, using batch training & weight decay for predicting gender based on various factors. The model achieved 75% accuracy on test data, showcasing the power of batch training in enhancing prediction models.
The OSI clarifies "open source AI," challenging companies like Meta for labeling restricted models as open source. A draft definition emphasizes key freedoms for truly open AI.
DfE grants special access for AI training with £3m content bank to reduce teacher workloads. Tech companies urged to develop better AI tools for education.
Amazon Q Business offers interactive chat applications using enterprise data, with the Amazon Q Web Crawler connector for indexing website contents. The connector automatically updates and indexes webpages and attachments, allowing for generative AI experiences based on user requests.
Large language models from Anthropic, OpenAI, and Meta showcase distinct strategic behaviors in a simulated Risk environment, with Claude Sonnet 3.5 edging out a narrow lead. The ability of LLMs to think and act strategically is crucial as we integrate them into our daily lives, raising important questions about their strategic capabilities and future developments.
Flux AI model excels at rendering custom-trained typefaces, allowing users to insert unique fonts into AI-generated images. LoRA technique enables customization of AI base models for inserting personal products or styles into images.