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A developer creates a personal tool that integrates a local AI model (Qwen 3.6 via llama.cpp) and a small agent (Pi) into the zsh terminal, using a comma prefix to suggest shell commands and a question mark to answer questions, with an emphasis on safety by only proposing commands rather than executing them.
This paper presents a schema-grounded natural language interface for transportation safety analysis that uses a large language model to interpret user queries while preserving deterministic execution against an authoritative database. The framework is evaluated on a Massachusetts transportation safety database, successfully executing all queries and correcting errors in 29% of cases, demonstrating a practical approach to broadening access to safety data.
EPFL researchers developed Synthegy, an AI framework that uses large language models to guide chemical retrosynthesis and reaction mechanism analysis through natural language instructions, significantly improving strategic planning for chemists.
OpenAI has acquired Software Applications Incorporated, the maker of Sky, a natural language AI interface for Mac that can understand screen context and take actions in apps. Sky's macOS integration and team will be folded into ChatGPT to enhance its ability to help users get things done on their computers.