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Why AI Agent Memory Architecture Matters for Customer Service
Most AI agent implementations treat memory as a single context blob: everything the agent has ever seen, concatenated into a prompt and passed forward. That works well enough in demos. It breaks down ...
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Half the Answer Keys in Text-to-SQL Benchmarks Are Wrong.
Half the Answer Keys in Text-to-SQL Benchmarks Are Wrong. So I Generated the Database From the Answer Key. A VLDB 2026 audit found that most text-to-SQL answer keys are wrong; so I tried inverting th...
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AI-First Desktop App Architecture: How Developers Should Build for Agentic Operating Systems
AI-first desktop apps need to expose goals, context, tools, permissions, and progress instead of hiding all useful work behind screens. The next desktop shift is not a prettier chatbot. It is software...
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