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Multi-LLM routing strategies for generative AI applications on AWS

AWS Machine Learning - AI

Organizations are increasingly using multiple large language models (LLMs) when building generative AI applications. For example, consider a text summarization AI assistant intended for academic research and literature review. He specializes in machine learning and is a generative AI lead for NAMER startups team.

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Unlocking the full potential of enterprise AI

CIO

Despite the huge promise surrounding AI, many organizations are finding their implementations are not delivering as hoped. 1] The limits of siloed AI implementations According to SS&C Blue Prism , an expert on AI and automation, the chief issue is that enterprises often implement AI in siloes.

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Stability AI backs effort to bring machine learning to biomed

TechCrunch

Called OpenBioML , the endeavor’s first projects will focus on machine learning-based approaches to DNA sequencing, protein folding and computational biochemistry. “OpenBioML is one of the independent research communities that Stability supports,” Mostaque told TechCrunch in an email interview.

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VCs continue to pour dollars into generative AI

TechCrunch

The appetite for generative AIAI that turns text prompts into images, essays, poems, videos and more — is insatiable. According to a PitchBook report released this month, VCs have steadily increased their positions in generative AI, from $408 million in 2018 to $4.8 billion in 2021 to $4.5 billion in 2022.

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10 top priorities for CIOs in 2025

CIO

Shift AI experimentation to real-world value Generative AI dominated the headlines in 2024, as organizations launched widespread experiments with the technology to assess its ability to enhance efficiency and deliver new services. Most of all, the following 10 priorities should be at the top of your 2025 to-do list.

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10 most in-demand generative AI skills

CIO

If any technology has captured the collective imagination in 2023, it’s generative AI — and businesses are beginning to ramp up hiring for what in some cases are very nascent gen AI skills, turning at times to contract workers to fill gaps, pursue pilots, and round out in-house AI project teams.

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The key to operational AI: Modern data architecture

CIO

AI enhances organizational efficiency by automating repetitive tasks, allowing employees to focus on more strategic and creative responsibilities. Today, enterprises are leveraging various types of AI to achieve their goals. The Verta Operational AI platform supports production AI-ML workloads in the most complex IT environments.