Explore first-order principles of brain structure for AI assistants with LLM agents and memory augmentation. Learn to build agents from scratch using Langsmith for improved reasoning and performance.
Recent bad press on audio deepfakes include a robocall impersonating Joe Biden, while spear-phishers target individuals for money. MIT postdoc Nauman Dawalatabad discusses ethical concerns and benefits of audio deepfakes in society, emphasizing the need for privacy safeguards and detection techniques.
AI developer Ishan Anand squeezes GPT-2 into Excel for easy exploration of LLMs. 'Spreadsheets-are-all-you-need' offers hands-on understanding of transformer architecture.
Translation algorithms have advanced, but can they handle literature? Pushkin likened translators to "stage horses of enlightenment," emphasizing the importance of human touch in conveying ideas. Despite AI's speed, the European parliament's new AI legislation highlights the need for transparency and compliance with copyright laws.
Generative AI advancements have revolutionized intelligent systems, enabling rapid development of a Q&A chatbot for PGA TOUR. The collaboration with AWS resulted in a prototype virtual assistant using Amazon Bedrock, offering seamless fan engagement with data extraction and interactive capabilities.
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.
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.
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.
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.
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.
Managers in software development face challenges such as lack of technical expertise, time constraints, and manual effort in code review. Amazon Bedrock offers a solution using AI and AWS tools to streamline the review and approval process, allowing for efficient deployment of code changes.
EU demands Google, Facebook, X to combat deepfake for poll security. New AI laws to target fake content in groundbreaking move.
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.
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 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.