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When is data too clean to be useful for enterprise AI?

CIO

A golden dataset of questions paired with a gold standard response can help you quickly benchmark new models as the technology improves. LLMs can pass the bar exam or the medical board because those tests are too clean to be useful benchmarks, explains Swaminathan. You might lose signals in data as trends change, too.

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Benchmarks without context are meaningless: The pitfalls of data without insight

CIO

This is a common scenario: A client reaches for benchmarks and metrics without fully grasping the larger context. But benchmarks, while useful in certain cases, are often misleading when taken out of context. Executives and boards want hard data, and benchmarks offer an easy way to provide seemingly objective metrics.

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CIO metrics are failing digital transformation; it’s time to radically rethink success

CIO

The status of digital transformation Digital transformation is a complex, multiyear journey that involves not only adopting innovative technologies but also rethinking business processes, customer interactions, and revenue models. Business is too dependent on technology as a key driver for both business value and differentiation.

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Salesforce debuts gen AI benchmark for CRM

CIO

Salesforce today announced a first-of-its-kind gen AI benchmark for CRM, which aims to help businesses make more informed decisions when choosing large language models (LLMs) for use with business applications. Enter the new gen AI benchmark. He adds that this is only the first iteration of the benchmark.

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The ABM Benchmark Survey

Download the report to learn more about: The strategies and technologies ABM marketers are using to increase ABM successes Why it’s important to shift toward more targeted, personalized assets How marketers are meeting buyers' demands for self-service journeys Which metrics and marketing KPIs matter across the ABM funnel

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Banks bet on AI to deliver digital efficiencies

CIO

The Global Banking Benchmark Study 2024 , which surveyed more than 1,000 executives from the banking sector worldwide, found that almost a third (32%) of banks’ budgets for customer experience transformation is now spent on AI, machine learning, and generative AI.

Banking 530
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Abu Dhabi pioneers AI-Driven governance with Microsoft and G42 partnership

CIO

This initiative goes beyond a technological leap; it is a commitment to building a resilient, future-ready digital infrastructure for AI modernisation across Abu Dhabi government entities and sets a global benchmark for innovation, said Peng Xiao, Group CEO ofG42.