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

AWS Machine Learning - AI

Review the source document excerpt provided in XML tags below - For each meaningful domain fact in the , extract an unambiguous question-answer-fact set in JSON format including a question and answer pair encapsulating the fact in the form of a short sentence, followed by a minimally expressed fact extracted from the answer.

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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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Backbone nabs $14M for supply chain software inspired by mesh networks

TechCrunch

Chandran is an Oracle and NetSuite veteran who’s launched several AI startups, while Patil spent time as a software engineer at Intuit before moving to Heighten, a sales tech company. ” Backbone, which initially engaged with cannabis and hemp suppliers, tracks production compliance, yields, and audit reporting data in one place.

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

CIO

Two of which are 2D barcodes, similar to QR codes, and RAIN RFID. 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. 2D barcodes bring new functionality A new form of barcode is on the horizon.

Retail 197
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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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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. It became a great opportunity that a Lilly software engineer picked up and ran with, initially as a great learning opportunity.”.

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Weighing risk and reward with gen AI vendor selection

CIO

According to G2’s latest state of software report, AI is the fastest-growing software category in G2 history. So the top questions that go beyond the usual due diligence that companies must ask when evaluating generative AI vendors have to with training data, copyright, added value, and model independence.