Abstract: Cost-effective localization methods for autonomous underwater vehicle navigation are key for ocean monitoring and data collection at high resolution in time and space. Algorithmic solutions ...
Abstract: Producing executable code from natural-language directives via Large Language Models (LLMs) involves obstacles like semantic uncertainty and the requirement for task-focused context ...
Live validation against provider APIs (Google, OpenRouter, Anthropic, OpenAI) Clear error messages when keys are invalid or expired Prevents wasted time on reviews ...
This version removes application-level restrictions in favor of network-level security. It is designed for use in trusted environments where full system access is required.
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