SC24 | Jonathan Martin & Shimon Ben-David, WEKA

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Jonathan Martin

President

WEKA

Shimon Ben-David

CTO

WEKA

Unlocking AI’s potential: Inference, scalability and sustainability in focus

Artificial intelligence is reshaping the business landscape, with enterprise AI driving a shift from experimental models to actionable insights.As organizations transition from training large language models to deploying AI in real-world scenarios, the focus has turned to unlocking proprietary data’s value, optimizing inference and addressing critical challenges, such as scalability, performance density and sustainability, according to Shimon Ben-David (pictured, left), chief technology officer of WekaIO Inc

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Jonathan Martin & Shimon Ben-David, WEKA

Jonathan Martin

President WEKA

Shimon Ben-David

CTO WEKA

Generative AI has driven tech and business changes. Enterprises are shifting from exploring AI to implementing it for real-world applications to boost ROI and utilize data sets. Key AI trends for 2025: AI inference, secure language models, and preparing for an exascale future. Mainstream enterprises focus on AI inference over training large language models. Traditional large enterprises adopt AI projects by adjusting pre-trained models with data sources. RAG deployment can be complex. Shimon Ben-David discusses scaling infrastructure challenges in exascale en... Read more

Jonathan Martin & Shimon Ben-David, WEKA

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