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R-Zero: A Fully Autonomous AI Framework that Generates Its Own Training Data from Scratch Sajjad Ansari Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Large Language Models (LLMs) have revolutionized fields from natural language understanding to reasoning and code generation. However, pushing their reasoning ability to truly superhuman levels has been limited by the need for massive, high-quality, human-annotated datasets. A team of researchers from Tencent AI Seattle… Read More »R-Zero: A Fully Autonomous AI Framework that Generates Its Own Training Data from Scratch Sajjad Ansari Artificial Intelligence Category – MarkTechPost

Salesforce AI Releases Moirai 2.0: Salesforce’s Latest Time Series Foundation Model Built on a Decoder‑only Transformer Architecture Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Salesforce AI Research has unveiled Moirai 2.0, the latest advancement in the world of time series foundation models. Built atop a decoder-only transformer architecture, Moirai 2.0 sets a new bar for performance and efficiency, claiming the #1 spot on the GIFT-Eval benchmark-the gold standard… Read More »Salesforce AI Releases Moirai 2.0: Salesforce’s Latest Time Series Foundation Model Built on a Decoder‑only Transformer Architecture Asif Razzaq Artificial Intelligence Category – MarkTechPost

Introducing Amazon Bedrock AgentCore Gateway: Transforming enterprise AI agent tool development Dhawalkumar Patel Artificial Intelligence

​[[{“value”:” To fulfill their tasks, AI Agents need access to various capabilities including tools, data stores, prompt templates, and other agents. As organizations scale their AI initiatives, they face an exponentially growing challenge of connecting each agent to multiple tools, creating an M×N integration problem… Read More »Introducing Amazon Bedrock AgentCore Gateway: Transforming enterprise AI agent tool development Dhawalkumar Patel Artificial Intelligence

Build a scalable containerized web application on AWS using the MERN stack with Amazon Q Developer – Part 1 Bill Chan Artificial Intelligence

​[[{“value”:” The MERN (MongoDB, Express, React, Node.js) stack is a popular JavaScript web development framework. The combination of technologies is well-suited for building scalable, modern web applications, especially those requiring real-time updates and dynamic user interfaces. Amazon Q Developer is a generative AI-powered assistant that… Read More »Build a scalable containerized web application on AWS using the MERN stack with Amazon Q Developer – Part 1 Bill Chan Artificial Intelligence

Optimizing Salesforce’s model endpoints with Amazon SageMaker AI inference components Rishu Aggarwal Artificial Intelligence

​[[{“value”:” This post is a joint collaboration between Salesforce and AWS and is being cross-published on both the Salesforce Engineering Blog and the AWS Machine Learning Blog. The Salesforce AI Platform Model Serving team is dedicated to developing and managing services that power large language… Read More »Optimizing Salesforce’s model endpoints with Amazon SageMaker AI inference components Rishu Aggarwal Artificial Intelligence

Building a RAG chat-based assistant on Amazon EKS Auto Mode and NVIDIA NIMs Riccardo Freschi Artificial Intelligence

​[[{“value”:” Chat-based assistants powered by Retrieval Augmented Generation (RAG) are transforming customer support, internal help desks, and enterprise search, by delivering fast, accurate answers grounded in your own data. With RAG, you can use a ready-to-deploy foundation model (FM) and enrich it with your own… Read More »Building a RAG chat-based assistant on Amazon EKS Auto Mode and NVIDIA NIMs Riccardo Freschi Artificial Intelligence

Introducing Amazon Bedrock AgentCore Identity: Securing agentic AI at scale Rahul Sharma Artificial Intelligence

​[[{“value”:” We’re excited to introduce Amazon Bedrock AgentCore Identity, a comprehensive identity and access management service purpose-built for AI agents. With AgentCore Identity AI, agent developers and administrators can securely access AWS resources and third-party tools such as GitHub, Salesforce, or Slack. AgentCore Identity provides… Read More »Introducing Amazon Bedrock AgentCore Identity: Securing agentic AI at scale Rahul Sharma Artificial Intelligence

Dynamic Fine-Tuning (DFT): Bridging the Generalization Gap in Supervised Fine-Tuning (SFT) for LLMs Sajjad Ansari Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Supervised Fine-Tuning (SFT) is a standard technique for adapting LLMs to new tasks by training them on expert demonstration datasets. It is valued for its simplicity and ability to develop expert-like behavior quickly, but often underperforms in generalization compared to reinforcement learning (RL). RL… Read More »Dynamic Fine-Tuning (DFT): Bridging the Generalization Gap in Supervised Fine-Tuning (SFT) for LLMs Sajjad Ansari Artificial Intelligence Category – MarkTechPost

Optimal Corpus Aware Training for Neural Machine Translation Apple Machine Learning Research

​Corpus Aware Training (CAT) leverages valuable corpus metadata during training by injecting corpus information into each training example, and has been found effective in the literature, commonly known as the “tagging” approach. Models trained with CAT inherently learn the quality, domain and nuance between corpora… Read More »Optimal Corpus Aware Training for Neural Machine Translation Apple Machine Learning Research