Large language models (LLMs) are increasingly used in AI applications, but customizing responses to align with organizational values poses challenges. Techniques like reward modeling in Amazon SageMaker help tailor LLM outputs to provide unique customer experiences. Human feedback for AI models is subjective, requiring nuanced approaches to improve quality and account for diverse preferences in...
LLMs are improving reasoning abilities, enabling them to plan and act, leading to exciting agent prompting templates like in the Voyager Paper. Voyager focuses on prompting LLMs to complete open-ended tasks, like playing Minecraft, using an automatic curriculum, iterative prompting, and a skill library.
LLMs like GPT-4 and Claude 3 tested for anomaly detection in time series data, pushing the limits of their capabilities. The research aimed to determine if these models could effectively identify movements in data patterns.
LightGBM is a powerful tree-based system with Python scikit-learn API for regression and classification. Managing the 76 parameters can be challenging, but focusing on key values can lead to a successful model.
Develop a chatbot solution using Amazon Bedrock, integrating documentation and databases for comprehensive answers. Agents for Amazon Bedrock enable multistep tasks across company systems, providing detailed and exhaustive responses.
Anthropic challenges OpenAI with Claude chatbot on iPhones, surpassing ChatGPT in intelligence measures. Former OpenAI staff aim to make Claude an everyday AI assistant on mobile devices.
MIT CSAIL researchers developed neurosymbolic framework LILO, pairing large language models with algorithmic refactoring to create abstractions for code synthesis. LILO's emphasis on natural language allows it to perform tasks requiring human-like knowledge, outperforming standalone LLMs and previous algorithms.
Cybercriminals and nation-state spies coexist in compromised routers, exchanging access for financial gain or espionage. Researchers from Trend Micro reveal a hidden world where hackers work together inside VPN devices to evade detection.
In 1964, Dartmouth College's Kemeny and Kurtz launched BASIC, democratizing computing. BASIC inspired programmers for 60 years.
Amazon Web Services revenue hits $25bn, AI and advertising drive profits to $10.4bn in Q1 2024, exceeding expectations.
Amazon Transcribe Call Analytics introduces generative AI call summarization feature to streamline post-call work, improve agent productivity, and enhance customer experience. SuccessKPI's Chief Product Officer praises the capability for automating call summaries, reducing manual work, and increasing efficiency in contact centers.
The internet is dominated by AI, with bots taking over social media and search engines, blurring the lines between human and machine interactions. From Twitter battles to bizarre viral content, the online world is becoming a playground for AI-generated chaos.
US newspapers sue OpenAI and Microsoft for using copyrighted articles to train AI chatbots without permission or payment. Chicago Tribune, Denver Post among the plaintiffs in the lawsuit filed in New York federal court.
Google Dataflow, a managed service for stream and batch data processing, ensures correctness and latency. The Dataflow model balances correctness, latency, and cost in massive-scale data processing.
The decommissioned Cheyenne supercomputer, once the 20th most powerful in the world, is up for auction by the US General Services Administration. Cheyenne significantly advanced atmospheric and Earth system sciences research, delivering over 7 billion core-hours and supporting nearly 1,300 NSF awards.