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CIOs’ lack of success metrics dooms many AI projects

CIO

Many organizations have launched dozens of AI proof-of-concept projects only to see a huge percentage fail, in part because CIOs don’t know whether the POCs are meeting key metrics, according to research firm IDC. Many POCs appear to lack clear objections and metrics, he says. Access control is important, Clydesdale-Cotter adds.

Metrics 187
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Reduce ML training costs with Amazon SageMaker HyperPod

AWS Machine Learning - AI

Training a frontier model is highly compute-intensive, requiring a distributed system of hundreds, or thousands, of accelerated instances running for several weeks or months to complete a single job. For example, pre-training the Llama 3 70B model with 15 trillion training tokens took 6.5 During the training of Llama 3.1

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Introducing Cloudera Fine Tuning Studio for Training, Evaluating, and Deploying LLMs with Cloudera AI

Cloudera

Fine tuning involves another round of training for a specific model to help guide the output of LLMs to meet specific standards of an organization. Given some example data, LLMs can quickly learn new content that wasn’t available during the initial training of the base model. Build and test training and inference prompts.

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UBITS snags $25M to create ‘the Netflix for corporate training’ in LatAm

TechCrunch

Julián Melo and Marta Forero founded UBITS in Bogota, Colombia, in 2018 after the pair came up with the idea of “creating the Netflix for corporate training for LatAm.” UBITS is also working on further personalizing its offering so that each employee has his/her own training path.

Training 277
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6 ways you’re failing at change management

CIO

Support communication can be handled in many ways, including training sessions, project updates, and in-person and virtual meetings. You can be the executive sponsor, assigning someone from your organization who you would like to train in this area, she says. Yet clear communication shouldnt be limited to formal channels.

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TechCrunch+ roundup: 3 key hiring metrics, building SDR teams, insurtech investor survey

TechCrunch

The expense involved in recruiting, training and onboarding a new employee who turns out to be a poor fit could be equivalent to 50% of that person’s first-year salary. TechCrunch+ roundup: 3 key hiring metrics, building SDR teams, insurtech investor survey by Walter Thompson originally published on TechCrunch What do I do?

Metrics 242
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LLM benchmarking: How to find the right AI model

CIO

There are two main approaches: Reference-based metrics: These metrics compare the generated response of a model with an ideal reference text. Reference-free metrics: These metrics evaluate the quality of a generated text independently of a reference. This approach enables new possibilities that go beyond classic metrics.