Generative AI applications powered by foundational models deliver business value in customer experience and innovation. Challenges include output quality, data privacy, and cost, but solutions like prompt engineering and RAG can help organizations harness the power of FMs with AWS Bedrock.
AI-generated robocall impersonating President Biden urged NH voters not to vote, leading to US ban on AI-generated voices in robocalls. Experts warn of unprecedented election disinformation in 2024 due to AI influence.
3D Gaussian splatting, a new method for novel view synthesis, is challenging NeRFs as the predominant technique for 3D scene representation. This technique utilizes anisotropic Gaussians to render crisp 3D models in real-time, providing a unique approach to scene representation and image rendering.
Steve Kramer and Texas companies used AI to create fake robocall impersonating Joe Biden, urging Democrats not to vote in New Hampshire primary. Lawsuit filed for damages and to prevent future actions, highlighting dangers of AI in elections.
EU demands Google, Facebook, X to combat deepfake for poll security. New AI laws to target fake content in groundbreaking move.
Build k-Means algorithm in Python from scratch using numpy and pandas libraries. Apply it to real world problem of semantic segmentation in satellite imagery of Aral Sea.
AI assistants are accessing private thoughts and business secrets, with researchers uncovering a flaw in OpenAI's encryption. Attack can decipher responses with high accuracy, exposing sensitive topics and potentially compromising privacy.
New differentiable algorithm for spherical harmonic transform in JAX and PyTorch. S2FFT python package accelerates analysis of spherical data for various fields, from astrophysics to molecular modelling.
AI is transforming healthcare: Lee Johnson in Montana uses AI to find answers for his wife's cancer, while Prof Regina Barzilay in Massachusetts develops a system to detect cancer early.
Online gaming and social communities utilize voice and text chat for communication. AWS services like Amazon Transcribe and Comprehend offer solutions for audio chat moderation, balancing simplicity, latency, cost, and flexibility. Sample code available on GitHub for toxic content detection in audio conversations.
AI and ML transforming finance for fraud detection, credit assessment, and trading optimization. Amazon S3 Access Points simplify secure data access at scale.
LLMs, powered by NVIDIA GPUs, enable chatbots to converse naturally and assist in various tasks like code writing and drug discovery. Their versatility and efficiency make them essential for industries like healthcare, retail, finance, and more, revolutionizing knowledge work.
EU's proposed AI act endorsed by European parliament, milestone in regulating technology. Big tech companies' opinions, consumers' protection, gradual implementation over 3 years.
Article on Data Clustering Using Self-Organizing Map in C# for visualizing and clustering data. Compares SOM clustering to k-means and DBSCAN techniques. Demo program uses Penguin Dataset subset for clustering analysis.
Exciting news: Gemma models now available on Amazon SageMaker JumpStart! Gemma offers state-of-the-art language models with up to 6 trillion tokens. Explore Gemma's superior performance in various domains and access foundation models in SageMaker for quick ML development.