This blog post was originally published at ModelCat’s website. It is reprinted here with the permission of ModelCat. Artificial intelligence has advanced rapidly over the past decade, fueled in large part by the availability of pre-trained models and shared research. One of the most visible outcomes of this progress is the rise of the “model zoo”—collections […]
Why Model Zoos Fall Short in Production AI Read More +
This blog post was originally published at ModelCat’s website. It is reprinted here with the permission of ModelCat. Artificial intelligence systems often appear highly effective during development. Models achieve strong benchmark scores, validation metrics improve over time, and performance looks predictable within controlled environments. But once those same systems are deployed into real-world conditions, results frequently
Why Most AI Performance Metrics Break Down in Production Read More +
Company will collaborate with Amazon and Plug and Play Tech Center to evaluate edge AI deployment pathways that can help reduce device energy consumption and carbon impact Sunnyvale, California — May 20, 2026 — ModelCat today announced that it has been selected to participate in the 2026 Amazon Devices Climate Tech Accelerator, a program developed
ModelCat Selected for 2026 Amazon Devices Climate Tech Accelerator Read More +
This blog post was originally published at ModelCat’s website. It is reprinted here with the permission of ModelCat. Artificial intelligence has never been more visible yet more misunderstood. Every week seems to bring new headlines about larger models, more parameters, and benchmark-breaking performance. For developers and product teams responsible for shipping real-world AI systems, that
AI at the Edge: Designing for Constraints from Day One Read More +
An industry first, ModelCat’s Agentic AI generates models for new chips using a user’s current production models, dramatically accelerating inferencing to the edge. SUNNYVALE, Calif., March 5, 2026 /PRNewswire/ — ModelCat, the creator of the world’s first fully autonomous AI model builder, today announced its latest innovative platform capability: Model Retargeting (Patent Pending). Using Model Retargeting, ModelCat customers gain model
ModelCat AI Announces AI Model Portability Across Silicon Devices Read More +
The partnership slashes model onboarding time to under 30 days, offering Alif customers a “Cursor-like” experience for building and deploying Edge AI models. SUNNYVALE, Calif., Jan. 6, 2026 (PRNewswire) — ModelCat AI, the creator of the world’s first fully autonomous AI model builder, today announced a strategic partnership with Alif Semiconductor, a global leader in
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