AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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Recovered artefacts convey design that tests do not capture, offering a scalable source of design-level data for agents that design before they implement, and the round trip measures this without human references.
PolyglotQL provides an extensible and modular architecture that aggregates, normalizes, and augments heterogeneous question–SPARQL pairs from established text-to-SPARQL datasets, highlighting the benefits of structured context in multilingual semantic parsing.
SciFactCheck, a benchmark of 2,500 prompts across five scientific domains, is paired with a modular evaluation framework targeting three factuality hallucination types: unverifiability, overclaim, and attribution, and fundamentally challenge current methods of domain-specific fine-tuning for factuality and call for dev...
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