DPC is a training-free method for inference-time Text-to-SQL candidate selection. Instead of asking an LLM judge to directly decide which SQL is correct, DPC introduces a second reasoning channel in ...

Enterprise data teams moving agentic AI into production are hitting a consistent failure point at the data tier. Agents built across a vector store, a relational database, a graph store and a ...

Sweeney is a contributor for TIME. Sweeney is a contributor for TIME. You may have seen people on social media spritzing hypochlorous acid on their faces, bedding, countertops, and dog blankets. They ...

fraud-detection-project/ ├── README.md ├── requirements.txt ├── config.yaml ├── Makefile ├── data/ │ ├── raw/ # input CSV (synthetic credit card transactions) │ └── processed/ # feature-ready datasets ...

I have a large database of documents. Among the fields in each document are:<BR><BR>DocID (unique key)<BR>Relevant (one of five values)<BR>Topic (zero to all of twelve values - shown to me as a single ...