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Extend large language models powered by Amazon SageMaker AI using Model Context Protocol

AWS Machine Learning - AI

For MCP implementation, you need a scalable infrastructure to host these servers and an infrastructure to host the large language model (LLM), which will perform actions with the tools implemented by the MCP server. Using transports like standard input/output (stdio) or streamable HTTP under the unifying JSON-RPC 2.0

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5 ways AI can help mitigate the global shipping crisis

TechCrunch

Ahmer Inam is the chief artificial intelligence officer (CAIO) at Pactera EDGE. If you don’t have the data about what is on a ship transporting your materials, then use this crisis as an opportunity to justify prioritizing supply chain digital transformation with data, IoT and advanced analytics (e.g., Ahmer Inam. Contributor.

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Revolutionize trip planning with Amazon Bedrock and Amazon Location Service

AWS Machine Learning - AI

If an image is uploaded, it is stored in Amazon Simple Storage Service (Amazon S3) , and a custom AWS Lambda function will use a machine learning model deployed on Amazon SageMaker to analyze the image to extract a list of place names and the similarity score of each place name. Here is an example from LangChain.

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Are AI models doomed to always hallucinate?

TechCrunch

Large language models (LLMs) like OpenAI’s ChatGPT all suffer from the same problem: they make stuff up. The mistakes range from strange and innocuous — like claiming that the Golden Gate Bridge was transported across Egypt in 2016 — to highly problematic, even dangerous.

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Meta offers Llama AI to US government for national security

CIO

The move relaxes Meta’s acceptable use policy restricting what others can do with the large language models it develops, and brings Llama ever so slightly closer to the generally accepted definition of open-source AI. Meta will allow US government agencies and contractors in national security roles to use its Llama AI.

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Goodbye digital transformation, hello AI-first business transformation

CIO

Instead of seeing digital as a new paradigm for our business, we over-indexed on digitizing legacy models and processes and modernizing our existing organization. The rise of artificial intelligence is giving us all a second chance. Uber reimagined transportation. Amazon reimagined commerce to become digital-first.

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The Largest AI Startup Funding Deals Of 2024

Crunchbase News

Artificial intelligence dominated the venture landscape last year. The San Francisco-based company which helps businesses process, analyze, and manage large amounts of data quickly and efficiently using tools like AI and machine learning is now the fourth most highly valued U.S.-based based companies?