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Escaping POC Purgatory: Evaluation-Driven Development for AI Systems

O'Reilly on Data

They also realized that, although LlamaIndex was cool to get this POC out the door, they couldnt easily figure out what prompt it was throwing to the LLM, what embedding model was being used, the chunking strategy, and so on. They used some local embeddings and played around with different chunking strategies.

Testing 174
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How to Set AI Goals

O'Reilly on Data

Technical competence results in reduced risk and uncertainty. Likewise, AI doesn’t inherently optimize supply chains, detect diseases, drive cars, augment human intelligence, or tailor promotions to different market segments. There’s a lot of overlap between these factors. automated retirement portfolio rebalancing and maximized ROI).

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Marsh McLennan IT reorg lays foundation for gen AI

CIO Business Intelligence

Paul Beswick, CIO of Marsh McLennan, served as a general strategy consultant for most of his 23 years at the firm but was tapped in 2019 to relaunch the risk, insurance, and consulting services powerhouse’s global digital practice. It’s a full-fledged platform … pre-engineered with the governance we needed, and cost-optimized.

IT 122
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Dell cuts jobs amid growing economic uncertainties

CIO Business Intelligence

Medium to long-term strategy Analysts point out that while several tech companies are reducing their workforce, Dell is one of the few who has recorded weak financial performance. Significantly, this comes after Dell’s recent announcement of a stringent return-to-office policy. Fourth quarter revenue was down 11 percent year on year.

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Easily Build an Optimization App and Empower Your Data

Speaker: Gertjan de Lange

If the last few years have illustrated one thing, it’s that modeling techniques, forecasting strategies, and data optimization are imperative for solving complex business problems and weathering uncertainty. Don't let uncertainty drive your business. Watch this exclusive demo today!

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Is an integrated ERP suite or a composable ERP strategy right for you?

CIO Business Intelligence

Today’s business climate is rife with economic uncertainty that is causing IT leaders to do more with less while still innovating to support the business. A composable ERP strategy isn’t all butterflies and rainbows, though. Let’s dive in. A composable ERP solution is not limited by its core vendor’s capabilities.

Strategy 105
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What you need to know about product management for AI

O'Reilly on Data

This means that the AI products you build align with your existing business plans and strategies (or that your products are driving change in those plans and strategies), that they are delivering value to the business, and that they are delivered on time. Machine learning adds uncertainty. AI product estimation strategies.