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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Galip Savas Ilgi

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#small language model Open access Oct 2026

Balanced Defensive Fine-Tuning for Text-to-SQL on a Small Code Language Model: A Pre-Registered Measurement Report

Locally run small language models enable generating SQL from natural language without sending the database schema to third-party servers. However, a model fine-tuned only to "translate the question into SQL" can also translate destructive or unauthorized commands embedded in the prompt. In this report we measure, under...

Oğuz Kağan Kahraman, Galip Savas Ilgi · 0 citations

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