#deployment-architecture News & Analysis

2 articles tagged with #deployment-architecture. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AINeutralarXiv – CS AI · Apr 147/10

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From GPT-3 to GPT-5: Mapping their capabilities, scope, limitations, and consequences

A comprehensive comparative study traces the evolution of OpenAI's GPT models from GPT-3 through GPT-5, revealing that successive generations represent far more than incremental capability improvements. The research demonstrates a fundamental shift from simple text predictors to integrated, multimodal systems with tool access and workflow capabilities, while persistent limitations like hallucination and benchmark fragility remain largely unresolved across all versions.

🧠 GPT-4🧠 GPT-5

AINeutralarXiv – CS AI · Jun 96/10

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Harness Engineering for Physical AI: Robot Middleware Is the Harness Layer

Researchers propose that robot middleware should function as a 'harness' layer for Physical AI systems, mediating between learned AI policies and robot hardware across control, computing, and communication domains. The framework introduces three enforcement functions—Projection, Isolation, and Transfer—to safely integrate vision-language-action models into deployed robots, with a suggested ROS 2 Harness Profile implementation.