An autoencoder predicts input data, flagging anomalies. Implemented in C#, it detected a liberal male from Nebraska with $53,000 income as most anomalous. Model trained with 9-6-9 architecture, revealing insights on neural network systems.
Google upstages itself with Gemini Ultra 1.0 and now Gemini Pro 1.5, claiming better quality with less compute. Gemini 1.5 boasts longest context window of any large-scale foundation model, challenging OpenAI's GPT-4 Turbo.
Authorities successfully took down LockBit ransomware syndicate, seizing infrastructure and displaying takedown messages on victim-shaming sites. Investigators gained control of sensitive system access, including cryptographically hashed passwords, showcasing their high-level hacking prowess.
OpenAI unveils Sora, a groundbreaking text-to-video AI model creating photorealistic HD videos from written descriptions. Reportedly surpasses all existing models in fidelity, consistency, and has tech experts in awe.
Reddit signs $60 million AI training deal ahead of IPO, setting new precedent for tech firms. OpenAI also in talks with major publishers for AI model training.
Telecoms embrace generative AI, surpassing 5G milestones. Survey shows AI adoption booming, with focus on customer experience and revenue growth.
Generative AI solutions are revolutionizing industries by automating tasks and enhancing customer experiences. Amazon Bedrock offers customizable foundation models from top AI companies, enabling businesses to personalize generative AI applications for complex tasks and improve customer interactions.
Amazon SageMaker MMEs allow dynamic compute allocation for models, saving costs and optimizing efficiency. DJLServing enables per-model scaling for traffic pattern agnostic MMEs.
Meta's Code Llama foundation models, available on Amazon SageMaker JumpStart, offer state-of-the-art large language capabilities for generating code and natural language about code. The models come in three variants, with up to 70B parameters, designed to improve productivity for developers in various programming languages. SageMaker JumpStart provides access to a range of foundation models for...
FBI and NCA dismantle cybercrime gang LockBit, targeting companies like Royal Mail and Boeing. Operation Cronos seizes hacking tools and arrests key members, disrupting group.
Article highlights: K-means clustering is common, but other techniques like DBSCAN, Gaussian mixture model, and Spectral clustering are also used. Self-organizing map (SOM) clustering creates clusters based on similarity. Implementation in C# using Penguin dataset shows clustering results.
Learn how to solve binary classification problems using Bayesian methods in Python, focusing on building a Bayesian logistic regression model using Pyro. Utilizing the heart failure prediction dataset from Kaggle, the article covers EDA, feature engineering, model building, and evaluation, highlighting the presence of outliers in the data and the use of standardization scaling for continuous nu...
Matrix decomposition breaks down matrices into components - QR, SVD, and LQ. LQ is a special type of QR decomposition used for solving linear equations, demonstrated in a Python program.
Article highlights the risks of AI development: privacy intrusion & consent issues, algorithmic bias. Companies face ethical dilemmas that can lead to reputational damage and loss of trust with users. Importance of prioritizing responsible AI development to mitigate these risks and build trust.
Learn how to create custom IPython Jupyter Magic commands to enhance your notebook experience. Use Hamilton library as an example for better development ergonomics. Explore the power of line and cell magics for dynamic notebook functionalities.