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Escaping POC Purgatory: Evaluation-Driven Development for AI Systems

O'Reilly on Data

Most teams approach this like traditional software development but quickly discover it’s a fundamentally different beast. Check out the graph belowsee how excitement for traditional software builds steadily while GenAI starts with a flashy demo and then hits a wall of challenges? Whats worse: Inputs are rarely exactly the same.

Testing 168
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What you need to know about product management for AI

O'Reilly on Data

If you’re already a software product manager (PM), you have a head start on becoming a PM for artificial intelligence (AI) or machine learning (ML). Why AI software development is different. Machine learning adds uncertainty. This shift requires a fundamental change in your software engineering practice.

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Moderate IT budget increases have CIOs shaping 2025 strategies to suit

CIO Business Intelligence

Despite those complications, a huge majority of IT leaders expect their organizations’ IT budgets to increase — at least moderately — in the next fiscal year, with IT talent and software spending leading the way. Talent, software spending lead the way According to Forrester’s guide, personnel accounts for nearly 35% of IT budgets.

Strategy 134
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6 tips for successfully leading software developers

CIO Business Intelligence

Although strategy and business value are valuable to communicate to developers, there is an even higher thing which we’ll call purpose or meaning. The strategy is engaged to support the mission. The space and time to innovate will lead to better software that handles the vicissitudes of business. Convey meaning.

Software 137
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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. See how an end-user runs the new model from their browser device, with no other software needed.

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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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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. Organizations that rely on an ERP suite often bend their business processes to conform to the rules of the software, which can limit their potential and impede innovation.

Strategy 105