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Minimize generative AI hallucinations with Amazon Bedrock Automated Reasoning checks

Flipboard

To improve factual accuracy of large language model (LLM) responses, AWS announced Amazon Bedrock Automated Reasoning checks (in gated preview) at AWS re:Invent 2024. In this post, we discuss how to help prevent generative AI hallucinations using Amazon Bedrock Automated Reasoning checks.

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The rise of intelligent automation as a strategic differentiator

AI News

Intelligent automation (IA) technologies are graduating from being operational to highly strategic. Many of the technologies which comprise intelligent automation have been around for a long time, such as classic RPA (robotic process automation) or OCR (optical character recognition). So how does a use case come to life?

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Datasaur: The Definitive Guide to LLM-Automated Labeling

ODSC - Open Data Science

While the demand for high-quality, labeled data continues to grow, the last two years have prompted (pun intended) a notable shift from manual annotation to automated methods. With the advent of Large Language Models (LLMs), its now possible to automate 5080% of the labeling process, reducing costs and time-to-insight. Lets jumpin!

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Microsoft advances materials discovery with MatterGen

AI News

The tool identifies whether two structures are merely ordered approximations of the same underlying disordered structure, enabling more robust definitions of novelty. To address this, Microsoft devised a new structure-matching algorithm that incorporates compositional disorder into its evaluations.

Big Data 313
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DeepSeek ban? China data transfer boosts security concerns

AI News

TikTok remains under fire over accusations that user data is accessible to the CCP, though definitive proof has yet to materialise. The comprehensive event is co-located with other leading events including Intelligent Automation Conference , BlockX , Digital Transformation Week , and Cyber Security & Cloud Expo.

Big Data 332
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Automate building guardrails for Amazon Bedrock using test-driven development

AWS Machine Learning Blog

In this post, we explore a solution that automates building guardrails using a test-driven development approach. This diagram presents the main workflow (Steps 1–4) and the optional automated workflow (Steps 5–7). This workflow is shown in the following diagram. This step doesn’t guarantee the guardrail will pass all tests.

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Leveraging IBM Cloud for electronic design automation (EDA) workloads

IBM Journey to AI blog

Electronic design automation (EDA) is a market segment consisting of software, hardware and services with the goal of assisting in the definition, planning, design, implementation, verification and subsequent manufacturing of semiconductor devices (or chips). The primary providers of this service are semiconductor foundries or fabs.