חדשות AI: הודעות רשמיות של ענקי ה-AI

1. 20.10.2026Amazon
   Structured outputs for Anthropic Claude models on Amazon Bedrock

   Amazon Bedrock now supports structured outputs for all Anthropic Claude models on both the bedrock-runtime and bedrock-mantle endpoints. Receive schema-compliant JSON that conforms to a defined structure, without custom parsing, retry logic,…

   AWS Machine Learning Blog · aws.amazon.com

2. 20.10.2026Amazon
   Developers can now access SageMaker Studio through the new AWS experience

   New Amazon SageMaker AI customers can now land in a fully configured SageMaker Studio environment in only a few steps. Sign up with an identity you already have, such as Amazon, Apple,…

   AWS Machine Learning Blog · aws.amazon.com

3. 20.10.2026Amazon
   Amazon SageMaker JumpStart: 2026 year-to-date in review

   Amazon SageMaker JumpStart onboarded over 100 new models from 30 providers in the first three quarters of 2026. This recap covers the model-onboarding highlights and JumpStart enhancements, including the simplified Model Hub,…

   AWS Machine Learning Blog · aws.amazon.com

4. 19.10.2026Amazon
   Pegasus 1.5 from TwelveLabs is now available in Amazon Bedrock

   TwelveLabs Pegasus 1.5 is now available in Amazon Bedrock. The video language model turns long-form video into structured, timestamped metadata: define the moments that matter and get every matching segment back as…

   AWS Machine Learning Blog · aws.amazon.com

5. 19.10.2026Amazon
   How Deepgram optimized voice AI at scale with AWS Trainium

   Deepgram worked with the AWS Forward Deployed Engineering team to port its Nova-3 speech-to-text model to AWS Trainium2 for offline batch inference. This post covers porting to the AWS Neuron stack, kernel-level…

   AWS Machine Learning Blog · aws.amazon.com

6. 19.10.2026Amazon
   Push-based KV transfer to improve TTFT and TPOT for disaggregated inference in vLLM

   vLLM's prefill-decode disaggregation splits LLM inference across engine instances but must transfer the KV cache between them. This post introduces a push-based NIXL connector that moves transfer coordination off the critical path,…

   AWS Machine Learning Blog · aws.amazon.com

7. 19.10.2026Amazon
   Improve TTFT for multi-turn agentic workloads with bi-directional KV transfer in vLLM

   Multi-turn agentic workloads reprocess growing conversation context each turn, driving up latency. See how bi-directional KV cache transfer lets prefill and decode nodes reuse previously computed context across turns, cutting time to…

   AWS Machine Learning Blog · aws.amazon.com

8. 16.10.2026Amazon
   Building trust in AI agents: A production-ready evaluation framework with Amazon Bedrock AgentCore

   Autonomous AI agents fail softly: latency stays flat while answer quality quietly erodes. This post shares a nine-stage evaluation framework, built on Amazon Bedrock AgentCore, that catches silent quality regressions across the…

   AWS Machine Learning Blog · aws.amazon.com

9. 16.10.2026Amazon
   Introducing Reflection Beam: an open-weight model for agentic coding on AWS

   Reflection AI's Beam is an open-weight model for agentic coding and long-horizon tasks. This post shows how to deploy Beam on AWS: start with an Amazon SageMaker JumpStart real-time endpoint, or use…

   AWS Machine Learning Blog · aws.amazon.com

10. 15.10.2026Amazon
    Meta’s Muse Spark Open now available in Amazon SageMaker JumpStart

    Muse Spark Open, Meta's coding-optimized open-weight model, is now available in Amazon SageMaker JumpStart. Deploy it to a SageMaker AI endpoint in your own AWS account using SageMaker Studio or the SageMaker…

    AWS Machine Learning Blog · aws.amazon.com

11. 15.10.2026Amazon
    Trust in Depth: Giving agents more autonomy without losing control

    Enterprise leaders want AI agents to take on more work but don't fully trust them to act correctly every time. Trust in Depth is AWS's layered approach-scope, know, bound, observe, and prove-that…

    AWS Machine Learning Blog · aws.amazon.com

12. 14.10.2026Amazon
    Build self-improving document processing using Amazon Bedrock AgentCore

    Learn how to build an agentic intelligent document processing (IDP) system using Amazon Bedrock AgentCore that classifies, extracts, validates, and learns from business documents with minimal human intervention, automatically handling new document…

    AWS Machine Learning Blog · aws.amazon.com

13. 14.10.2026Amazon
    Generate presentations with Amazon Bedrock AgentCore

    This post walks you through building an AI agent system with Amazon Bedrock AgentCore that automates PowerPoint presentation creation from enterprise documents. A supervisor agent, Retrieval Augmented Generation, and Amazon Bedrock Guardrails…

    AWS Machine Learning Blog · aws.amazon.com

14. 14.10.2026Amazon
    How Tamnoon built AI-powered cloud security remediation with Amazon Bedrock

    Learn how Tamnoon built Tami, an agentic cloud remediation orchestrator on Amazon Bedrock that autonomously investigates and safely remediates cloud security findings from CNAPP and cloud-native sources. The approach drove a 90%+…

    AWS Machine Learning Blog · aws.amazon.com

15. 14.10.2026Amazon
    Deploy and evaluate models with Amazon SageMaker JumpStart

    Learn how to deploy an available model from Amazon SageMaker JumpStart, run a lightweight and repeatable performance test using the SageMaker Python SDK, and delete the endpoint when testing is complete.

    AWS Machine Learning Blog · aws.amazon.com

16. 13.10.2026Amazon
    Building agents that transact with Anchor Browser and AgentCore payments

    Learn how the AWS Generative AI Innovation Center Partner Agent Factory and Anchor Browser built AI agents that autonomously pay for x402-protected web resources and APIs. Amazon Bedrock AgentCore payments checks budgets,…

    AWS Machine Learning Blog · aws.amazon.com

17. 13.10.2026Amazon
    Manage private pricing offers for Amazon Bedrock with managed entitlements

    Managing AI model access across dozens or hundreds of AWS accounts creates friction when each account must accept AWS Marketplace Private Pricing Offers individually. This post shows two ways to activate MPPO…

    AWS Machine Learning Blog · aws.amazon.com

18. 13.10.2026Amazon
    Natural language security queries at Orca Security using Amazon Bedrock

    Orca Security built Discovery AI, a natural language query agent on Amazon Bedrock that converts plain-English questions into Sonar queries. The post shares the multi-stage architecture and the results: 90% lower query…

    AWS Machine Learning Blog · aws.amazon.com

19. 13.10.2026Amazon
    How ShipStation Global built an AI IT help desk on Amazon Bedrock AgentCore

    ShipStation Global's engineering team built Deckhand, an AI IT help desk agent for Slack on Amazon Bedrock AgentCore. It answers routine IT questions from a curated knowledge base, reads error-message screenshots, and…

    AWS Machine Learning Blog · aws.amazon.com

20. 13.10.2026Amazon
    Build long-horizon agents with Grok 4.7 on Amazon Bedrock

    Grok 4.7 is now available on Amazon Bedrock. In this post, we build a tool-calling agent on Grok 4.7 and evaluate it on three reasoning tasks at four reasoning effort levels, measuring…

    AWS Machine Learning Blog · aws.amazon.com

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