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Stop focusing on the AI models and start focusing on the architecture.
In this snippet from the Secured podcast, Cole Cornford discusses why big tech companies are shifting away from the obsession with model parameters and "obliteration." As models like Gemma, Mistral, and others become increasingly commoditised, the real challenge lies in how we interact with them. Cole explains that following the standard interaction methods prescribed by major providers can lead to a loss of control and high utilisation costs. Instead, he advocates for designing custom "harnesses" and system architectures that allow businesses to control model interaction, utilise local workstations, and significantly reduce spending.
Tune in to the full episode to learn how to move beyond the hype of individual models and master the system architecture needed to maintain control and cost-efficiency in your AI journey.
🐙 Secured is grateful to be sponsored and supported by Chainguard.
Chainguard is the trusted source for open source. Get hardened, secure, production-ready builds so your team can ship faster, stay compliant, and reduce risk. Download your free CVE Reduction Assessment at https://dayone.fm/chainguard
Видео Stop focusing on the AI models and start focusing on the architecture. канала Secured
Tune in to the full episode to learn how to move beyond the hype of individual models and master the system architecture needed to maintain control and cost-efficiency in your AI journey.
🐙 Secured is grateful to be sponsored and supported by Chainguard.
Chainguard is the trusted source for open source. Get hardened, secure, production-ready builds so your team can ship faster, stay compliant, and reduce risk. Download your free CVE Reduction Assessment at https://dayone.fm/chainguard
Видео Stop focusing on the AI models and start focusing on the architecture. канала Secured
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18 мая 2026 г. 10:15:05
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