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        <description>Research, architectural blueprints, and engineering insights from the core collective.</description>
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        <pubDate>Thu, 17 Sep 2026 07:00:04 +0000</pubDate>
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            <title><![CDATA[RAG vs Long Context: How to Choose an Enterprise Knowledge Architecture]]></title>
            <link>https://qquantum.ai/blog/rag-vs-long-context-enterprise-knowledge</link>
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            <description><![CDATA[Long-context models and retrieval-augmented generation solve different knowledge problems. This guide helps teams choose by freshness, traceability, access control, latency and cost.]]></description>
            <pubDate>Thu, 17 Sep 2026 07:00:04 +0000</pubDate>
                        
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            <category>AI-drafted</category>
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            <title><![CDATA[Microsoft Copilot vs Custom AI: When a General Assistant Is Not Enough]]></title>
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            <description><![CDATA[Microsoft Copilot and custom AI agents are not mutually exclusive. This guide helps enterprise teams decide when a general assistant fits and when a workflow needs custom orchestration.]]></description>
            <pubDate>Tue, 15 Sep 2026 07:00:03 +0000</pubDate>
                        
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            <category>AI-drafted</category>
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            <title><![CDATA[How to Write an AI RFP: Requirements, Security Questions and Evaluation Criteria]]></title>
            <link>https://qquantum.ai/blog/how-to-write-an-ai-rfp</link>
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            <description><![CDATA[A useful AI RFP describes a business workflow, decision rights and acceptance evidence—not a shopping list of model features. Use this practical structure to compare suppliers fairly.]]></description>
            <pubDate>Sun, 13 Sep 2026 07:00:02 +0000</pubDate>
                        
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            <title><![CDATA[Build vs Buy AI Agents: A Decision Framework for Enterprise Teams]]></title>
            <link>https://qquantum.ai/blog/build-vs-buy-ai-agents-enterprise</link>
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            <description><![CDATA[Choosing between an AI product and a custom agent is not a build-versus-buy slogan. Compare workflow fit, integration, control, operating cost and the evidence needed to run it safely.]]></description>
            <pubDate>Fri, 11 Sep 2026 07:00:03 +0000</pubDate>
                        
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            <category>AI-drafted</category>
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            <title><![CDATA[AI Agent Security for Enterprise: A Practical Threat Model for Tool-Using Agents]]></title>
            <link>https://qquantum.ai/blog/ai-agent-security-enterprise-threat-model</link>
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            <description><![CDATA[A useful AI-agent security review starts with authority: what an agent can read, decide, call and commit. This practical threat model turns that question into controls and tests.]]></description>
            <pubDate>Wed, 09 Sep 2026 07:00:02 +0000</pubDate>
                        
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            <category>AI-drafted</category>
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            <title><![CDATA[OpenAI GPT-6 Astra: Benchmarks, Pricing and Enterprise Agents]]></title>
            <link>https://qquantum.ai/blog/openai-gpt-6-astra-computer-use-agents-custom-orchestration</link>
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            <description><![CDATA[OpenAI GPT-6 Astra brings stronger reasoning, coding and computer-use capabilities to agent workloads. Its enterprise value depends on scoped access, verified actions and cost-aware orchestration around the model.]]></description>
            <pubDate>Mon, 07 Sep 2026 07:00:02 +0000</pubDate>
                        
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