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The inference trap: How cloud providers are eating your AI margins

The inference trap: How cloud providers are eating your AI margins

by News Feed Editor | Jun 27, 2025 | Technology

This article is part of VentureBeat’s special issue, “The Real Cost of AI: Performance, Efficiency and ROI at Scale.” Read more from this special issue. AI has become the holy grail of modern companies. Whether it’s customer service or something as niche as pipeline...
Model minimalism: The new AI strategy saving companies millions

Model minimalism: The new AI strategy saving companies millions

by News Feed Editor | Jun 27, 2025 | Technology

This article is part of VentureBeat’s special issue, “The Real Cost of AI: Performance, Efficiency and ROI at Scale.” Read more from this special issue. The advent of large language models (LLMs) has made it easier for enterprises to envision the kinds of projects...
How runtime attacks turn profitable AI into budget black holes

How runtime attacks turn profitable AI into budget black holes

by News Feed Editor | Jun 27, 2025 | Technology

This article is part of VentureBeat’s special issue, “The Real Cost of AI: Performance, Efficiency and ROI at Scale.” Read more from this special issue. AI’s promise is undeniable, but so are its blindsiding security costs at the inference layer. New attacks targeting...
Why your enterprise AI strategy needs both open and closed models: The TCO reality check

Why your enterprise AI strategy needs both open and closed models: The TCO reality check

by News Feed Editor | Jun 27, 2025 | Technology

This article is part of VentureBeat’s special issue, “The Real Cost of AI: Performance, Efficiency and ROI at Scale.” Read more from this special issue. For the last two decades, enterprises have had a choice between open-source and closed proprietary technologies....
Scaling smarter: How enterprise IT teams can right-size their compute for AI

Scaling smarter: How enterprise IT teams can right-size their compute for AI

by News Feed Editor | Jun 27, 2025 | Technology

This article is part of VentureBeat’s special issue, “The Real Cost of AI: Performance, Efficiency and ROI at Scale.” Read more from this special issue. AI pilots rarely start with a deep discussion of infrastructure and hardware. But seasoned scalers warn that...
The rise of prompt ops: Tackling hidden AI costs from bad inputs and context bloat

The rise of prompt ops: Tackling hidden AI costs from bad inputs and context bloat

by News Feed Editor | Jun 27, 2025 | Technology

This article is part of VentureBeat’s special issue, “The Real Cost of AI: Performance, Efficiency and ROI at Scale.” Read more from this special issue. Model providers continue to roll out increasingly sophisticated large language models (LLMs) with longer context...
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