From zero-shot forecast to purchase order with Amazon Bedrock AgentCore
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WAPE < 15% aligns with M5 competition 'strong' baseline... WAPE < 15 percent is a common ‘strong baseline’ reference for retail demand at SKU-week granularity, anchored by the M5 forecasting competition... Multi-agent orchestration with the Strands Agents SDK and Amazon Bedrock AgentCore: A system of four LLM agents that coordinate deterministic tools, converting raw forecasts into va...
WAPE < 15% aligns with M5 competition 'strong' baseline... WAPE < 15 percent is a common ‘strong baseline’ reference for retail demand at SKU-week granularity, anchored by the M5 forecasting competition... Multi-agent orchestration with the Strands Agents SDK and Amazon Bedrock AgentCore: A system of four LLM agents that coordinate deterministic tools, converting raw forecasts into va...
Are Rising Treasury Yields Part of Warsh’s Inflation Strategy?
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Is the bond market Federal Reserve Chairman Kevin Warsh’s preferred inflation-fighting tool via higher Treasury yields? Although he hasn’t explicitly said he wants long rates to rise to do the heavy lifting for the central bank in taming price pressures, he’s hinted at the possibility in recent comments... If that’s the strategy, the central bank may be comfortable with rising yields as a ...
Is the bond market Federal Reserve Chairman Kevin Warsh’s preferred inflation-fighting tool via higher Treasury yields? Although he hasn’t explicitly said he wants long rates to rise to do the heavy lifting for the central bank in taming price pressures, he’s hinted at the possibility in recent comments... If that’s the strategy, the central bank may be comfortable with rising yields as a ...
Amazon Quick is now generally available on desktop
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Your teams get an AI assistant that handles real work while your data stays in your environment and your conversations stay private Today, the Amazon Quick desktop application is generally available on macOS and Windows... Quick runs on AWS, the same infrastructure behind the most security-sensitive workloads on the planet... Customers across manufacturing, healthcare, and sports have been using...
Your teams get an AI assistant that handles real work while your data stays in your environment and your conversations stay private Today, the Amazon Quick desktop application is generally available on macOS and Windows... Quick runs on AWS, the same infrastructure behind the most security-sensitive workloads on the planet... Customers across manufacturing, healthcare, and sports have been using...
Building resilient real-time streaming workers with Amazon DynamoDB leases
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Each worker processing these meetings requires a dedicated outbound WebSocket connection to an upstream streaming source... When a single worker fails, it drops 100+ connections, causing 2 to 3 minutes of data loss per connection until operators manually restart services... Building real-time streaming workers that maintain hundreds of persistent WebSocket connections presents a coordination cha...
Each worker processing these meetings requires a dedicated outbound WebSocket connection to an upstream streaming source... When a single worker fails, it drops 100+ connections, causing 2 to 3 minutes of data loss per connection until operators manually restart services... Building real-time streaming workers that maintain hundreds of persistent WebSocket connections presents a coordination cha...
Build an end-to-end RFI questionnaire workflow using Amazon Quick Automate
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Build an end-to-end Request for Information (RFI) questionnaire workflow using Amazon Quick Automate to solve a challenge organizations face at every scale... Amazon Quick Automate handles multi-agent automation for supported enterprise processes that can span across departments, systems, UI and API interactions, and third-party systems... In this post, we show you how to build an end-to-end aut...
Build an end-to-end Request for Information (RFI) questionnaire workflow using Amazon Quick Automate to solve a challenge organizations face at every scale... Amazon Quick Automate handles multi-agent automation for supported enterprise processes that can span across departments, systems, UI and API interactions, and third-party systems... In this post, we show you how to build an end-to-end aut...
Model-agnostic PII detection with LLMs
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A configurable, instruction-driven detector that runs on any large language model (LLM) managed on Amazon Bedrock, evaluated on five public PII corpora across nine LLM-based detectors, including the OpenAI PrivacyFilter... Fine-tuning a model on real-world text creates a personally identifiable information (PII) detection problem... In this post, we describe a configurable, model-agnostic detecto...
A configurable, instruction-driven detector that runs on any large language model (LLM) managed on Amazon Bedrock, evaluated on five public PII corpora across nine LLM-based detectors, including the OpenAI PrivacyFilter... Fine-tuning a model on real-world text creates a personally identifiable information (PII) detection problem... In this post, we describe a configurable, model-agnostic detecto...
Bond Market’s Verdict on Washington Is Turning Harsher
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By tempting the bond market to effectively test his resolve, he’s putting his own credibility, and that of his agency, on the line... His strategy could ultimately draw in the Federal Reserve, which may soon be pressed to tighten monetary policy to counteract the blowback from a bond market that continues to push Treasury yields higher... So far, the bond market has dismissed the effort and ins...
By tempting the bond market to effectively test his resolve, he’s putting his own credibility, and that of his agency, on the line... His strategy could ultimately draw in the Federal Reserve, which may soon be pressed to tighten monetary policy to counteract the blowback from a bond market that continues to push Treasury yields higher... So far, the bond market has dismissed the effort and ins...