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Add a generative AI experience to your website or web application with Amazon Q embedded

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

Generative AI offers many benefits for both you, as a software provider, and your end-users. AI assistants can help users generate insights, get help, and find information that may be hard to surface using traditional means. In addition, they can help your employees reduce repetitive tasks and focus on high-value work. However, adding generative AI …

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Find sensitive data faster (but safely) with Google Distributed Cloud’s gen AI search solution

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Today, generative AI is giving organizations new ways to process and analyze data, discover hidden insights, increase productivity and build new applications. However, data sovereignty, regulatory compliance, and low-latency requirements can be a challenge. The need to keep sensitive data in certain locations, adhere to strict regulations, and respond swiftly can make it difficult to …

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Machine learning helps researchers develop perovskite solar cells with near-record efficiency

by AI Generated Robotic ContentAI/ML NewsPosted on Comments are Disabled

An international team of scientists has used machine learning to help them develop perovskite solar cells with near-record efficiency. In their paper published in the journal Science, the group describes how they used the machine-learning algorithm to help them find new hole-transporting materials to improve the efficiency of perovskite solar cells.

Accelerating LLM Inference on NVIDIA GPUs with ReDrafter

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Accelerating LLM inference is an important ML research problem, as auto-regressive token generation is computationally expensive and relatively slow, and improving inference efficiency can reduce latency for users. In addition to ongoing efforts to accelerate inference on Apple silicon, we have recently made significant progress in accelerating LLM inference for the NVIDIA GPUs widely used …

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How Fastweb fine-tuned the Mistral model using Amazon SageMaker HyperPod as a first step to build an Italian large language model

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This post is co-written with Marta Cavalleri and Giovanni Germani from Fastweb, and Claudia Sacco and Andrea Policarpi from BIP xTech. AI’s transformative impact extends throughout the modern business landscape, with telecommunications emerging as a key area of innovation. Fastweb, one of Italy’s leading telecommunications operators, recognized the immense potential of AI technologies early on …

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Optimizing RAG retrieval: Test, tune, succeed

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

Retrieval-augmented generation (RAG) supercharges large language models (LLMs) by connecting them to real-time, proprietary, and specialized data. This helps LLMs deliver more accurate, relevant, and contextually aware responses, minimizing hallucinations and building trust in AI applications. But RAG can be a double-edged sword: while the concept is straightforward – find relevant information and feed it …

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Swarms of ‘ant-like’ robots lift heavy objects and hurl themselves over obstacles

by AI Generated Robotic ContentAI/ML NewsPosted on Comments are Disabled

Scientists have developed swarms of tiny magnetic robots that work together like ants to achieve Herculean feats, including traversing and picking up objects many times their size. The findings suggest that these microrobot swarms — operating under a rotating magnetic field — could be used to take on difficult tasks in challenging environments that individual …

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Human-like artificial intelligence may face greater blame for moral violations

by AI Generated Robotic ContentAI/ML NewsPosted on Comments are Disabled

In a new study, participants tended to assign greater blame to artificial intelligences (AIs) involved in real-world moral transgressions when they perceived the AIs as having more human-like minds. Minjoo Joo of Sookmyung Women’s University in Seoul, Korea, presents these findings in the open-access journal PLOS ONE on December 18, 2024.