Sanjay Kumar Mishra
PulseAugur coverage of Sanjay Kumar Mishra — every cluster mentioning Sanjay Kumar Mishra across labs, papers, and developer communities, ranked by signal.
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New middleware DRL enhances enterprise NL2SQL reliability
A new research paper introduces DRL, a Deterministic Relational Middleware Layer designed to improve the reliability of Natural Language to SQL (NL2SQL) systems in enterprise environments. DRL addresses the challenge of…
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New ESQ-Bench highlights Claude Sonnet 4.6's lead over GPT-4o in enterprise NL2SQL
A new benchmark, ESQ-Bench, has been developed to evaluate Natural Language to SQL (NL2SQL) models on enterprise database environments, which are more complex than typical academic benchmarks. The benchmark includes six…
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New framework tackles accumulating risk in multi-turn LLM conversations
Researchers have introduced a new framework called Conversational Risk Accumulation (CRA) to address safety guardrails for large language models (LLMs) that fail to detect harm accumulating over multiple turns in a dial…