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LLM benchmarking: How to find the right AI model

CIO

But how do companies decide which large language model (LLM) is right for them? But beneath the glossy surface of advertising promises lurks the crucial question: Which of these technologies really delivers what it promises and which ones are more likely to cause AI projects to falter?

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Advertising Startup StackAdapt Snags Massive $235M Round

Crunchbase News

Advertising technologies do not interest investors as they once did, however, when you mix in artificial intelligence they take note. The Toronto-based company is a multichannel programmatic advertising platform that uses AI and automation in its software to enhance capabilities and user experience.

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Why you should care about debugging machine learning models

O'Reilly Media - Data

For all the excitement about machine learning (ML), there are serious impediments to its widespread adoption. Not least is the broadening realization that ML models can fail. And that’s why model debugging, the art and science of understanding and fixing problems in ML models, is so critical to the future of ML.

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How companies around the world apply machine learning

O'Reilly Media - Data

The growing role of data and machine learning cuts across domains and industries. Companies continue to use data to improve decision-making (business intelligence and analytics) and for automation (machine learning and AI). Data Science and Machine Learning sessions will cover tools, techniques, and case studies.

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Google launches generative AI tools for product imagery to US advertisers and merchants

TechCrunch

Following Amazon’s adoption of generative AI for advertisers last week, Google today is launching a set of generative AI product imagery tools for advertisers in the U.S.

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Artificial Intelligence, Performance and Employee Motivation: Agile and Leadership Perspective

Agile42

While researching the impact of artificial intelligence usage in the workplace on employee performance, I’m also investigating leadership interactions with AI and the situation in this context. Continue reading Artificial Intelligence, Performance and Employee Motivation: Agile and Leadership Perspective at agile42.

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A New Dawn For Search: Why LLMs Reinvigorate The Sleepy Category

Crunchbase News

For years, incumbents dominated through scale: more data improves search quality, and more users creates advertising leverage. But large language models and innovations in agentic reasoning such as DeepSeek -R1 and the recently launched deep research mode in Gemini and ChatGPT transform whats possible in search.