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Ground truth generation and review best practices for evaluating generative AI question-answering with FMEval

AWS Machine Learning - AI

Ground truth data in AI refers to data that is known to be factual, representing the expected use case outcome for the system being modeled. By providing an expected outcome to measure against, ground truth data unlocks the ability to deterministically evaluate system quality.

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Merck Life Sciences banks on RPA to streamline regulatory compliance

CIO

The pharmaceutical industry is a highly regulated one, especially for multinationals doing business across the globe. The firms’ trade compliance teams must not only engage with all these processes but ensure they are aligned with ever-increasing regulations, which can differ notably from country to country.

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IT leaders: check out how 2D barcodes and RFID are reinventing retail

CIO

The retail landscape has undergone massive shifts in recent years to adopt self-checkout systems. Brands and retailers have been working diligently to create and roll-out standardized 2D barcodes on product packaging that’ll work seamlessly at check-out registers. But is this the beginning of the end for self-checkouts?

Retail 197
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NLP helps Eli Lilly work at a global scale

CIO

With more than 30,000 employees spread across more than 60 affiliate locations and 14 manufacturing sites around the world, pharmaceutical company Eli Lilly operates at a truly global scale. Once improved, we had to work diligently to ramp up our [organizational change management] efforts to gain confidence in the tool.”.

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Navigating the cloud maze: A 5-phase approach to optimizing cloud strategies

CIO

It prevents vendor lock-in, gives a lever for strong negotiation, enables business flexibility in strategy execution owing to complicated architecture or regional limitations in terms of security and legal compliance if and when they rise and promotes portability from an application architecture perspective. First, the mean part.

Cloud 147
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BluePallet raises $5M to take its chemical industry marketplace global

TechCrunch

The chemical industry is not considered a sexy one, but it supports many other sectors that we all depend on, such as the manufacturing of everyday consumer products, pharmaceuticals and agriculture. It claims that it’s able to give buyers and sellers more control over their supply chain.

Chemicals 240
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Impact of Item Classification (Oracle PDH Cloud) on Oracle Procurement Cloud

Perficient

This classification system helps in organizing, tracking, and managing products more effectively across the enterprise. Industry-specific Attributes: Chemicals, electronics, pharmaceuticals, etc. Example: A pharmaceutical company classifies its items into active pharmaceutical ingredients (APIs), excipients, and packaging materials.

Cloud 52