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    <title>Nuqta — Journal</title>
    <link>https://nuqtai.com/en</link>
    <description>Essays and notes from Nuqta.</description>
    <language>en</language>
    <lastBuildDate>Tue, 21 Apr 2026 11:37:16 GMT</lastBuildDate>
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      <title>What is a large language model — complete guide for 2026.</title>
      <link>https://nuqtai.com/en/journal/what-is-llm-complete-guide-2026</link>
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      <pubDate>Sat, 18 Apr 2026 12:00:00 GMT</pubDate>
      <description><![CDATA[This is not a glossary entry. It is the operating calculation behind LLM decisions in 2026: how the model works, where it fails, and how to choose the right deployment path.]]></description>
    </item>
    <item>
      <title>GPT-4 vs Claude vs Gemini — an objective comparison.</title>
      <link>https://nuqtai.com/en/journal/gpt-4-claude-gemini-comparison-2026</link>
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      <pubDate>Tue, 21 Apr 2026 12:00:00 GMT</pubDate>
      <description><![CDATA[This is not a popularity vote. It is a decision frame: what differentiates each family, where each leads, where each weakens, and how to choose without buying the myth of a single "best" model.]]></description>
    </item>
    <item>
      <title>How the Transformer works — a plain-language guide.</title>
      <link>https://nuqtai.com/en/journal/transformer-explained-no-equations-2026</link>
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      <pubDate>Tue, 21 Apr 2026 12:00:00 GMT</pubDate>
      <description><![CDATA["Attention Is All You Need" changed the industry, but it does not belong in a product review meeting. This is the version for builders: one mechanism called attention, reweighting importance between tokens based on context — without a single equation.]]></description>
    </item>
    <item>
      <title>What is fine-tuning — and how it differs from prompting.</title>
      <link>https://nuqtai.com/en/journal/fine-tuning-vs-prompting-2026</link>
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      <pubDate>Tue, 21 Apr 2026 12:00:00 GMT</pubDate>
      <description><![CDATA[Half the meetings say "we will tune the model" while they mean "we will rewrite the prompt." The two complement each other — but one changes the text going in, and the other can change the model's weights. That distinction clarifies the decision and saves you from training costs you did not need.]]></description>
    </item>
    <item>
      <title>What is the H100 GPU — and why it became AI's reference hardware.</title>
      <link>https://nuqtai.com/en/journal/nvidia-h100-gpu-ai-standard-2026</link>
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      <pubDate>Tue, 21 Apr 2026 12:00:00 GMT</pubDate>
      <description><![CDATA[It is not a gaming card in a tower PC. It is the unit cloud bills and SLAs often anchor to when they say "GPU hour." H100 is not magic — it became a shared reference because hardware, software, and hyperscaler catalogs aligned on it for a full training era.]]></description>
    </item>
    <item>
      <title>What is PagedAttention — and what it changed in LLM serving.</title>
      <link>https://nuqtai.com/en/journal/what-is-pagedattention-llm-serving-2026</link>
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      <pubDate>Tue, 21 Apr 2026 12:00:00 GMT</pubDate>
      <description><![CDATA[Serving bottlenecks were not always raw GPU speed; they were often KV cache waste. PagedAttention changed the equation by treating KV memory as pageable blocks instead of large contiguous reservations, cutting waste and lifting throughput on the same hardware.]]></description>
    </item>
    <item>
      <title>Oman's Personal Data Protection Law (2022) and its impact on AI.</title>
      <link>https://nuqtai.com/en/journal/oman-pdpl-2022-impact-on-ai-2026</link>
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      <pubDate>Tue, 21 Apr 2026 12:00:00 GMT</pubDate>
      <description><![CDATA[AI does not run in a legal vacuum. Oman's PDPL (Royal Decree 6/2022) changed how teams collect data, train models, and move personal data across borders. The key question is no longer only "is the model accurate?" but also "is its data lifecycle lawful?"]]></description>
    </item>
    <item>
      <title>Oman Vision 2040 and AI — what changed in 2026.</title>
      <link>https://nuqtai.com/en/journal/oman-vision-2040-ai-what-changed-2026</link>
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      <pubDate>Tue, 21 Apr 2026 12:00:00 GMT</pubDate>
      <description><![CDATA[For years, AI in Oman was mostly discussed as part of digital-transformation rhetoric. In 2026, the frame shifted toward executable programs: economic targets, national platforms, and governance tied to delivery. The question is no longer "should we adopt AI?" but "where does AI create measurable value now?"]]></description>
    </item>
    <item>
      <title>AI in Middle East healthcare — regulatory challenges.</title>
      <link>https://nuqtai.com/en/journal/ai-in-middle-east-healthcare-regulatory-challenges-2026</link>
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      <pubDate>Tue, 21 Apr 2026 12:00:00 GMT</pubDate>
      <description><![CDATA[Health AI is accelerating technically, but regulation remains the harder gate: sensitive data, medical-software classification, cross-border transfer constraints, and clinical accountability. In the Middle East, successful health AI starts with compliance architecture, not model demos.]]></description>
    </item>
    <item>
      <title>AI in Omani ports — Port of Salalah as a case.</title>
      <link>https://nuqtai.com/en/journal/ai-in-omani-ports-salalah-case-2026</link>
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      <pubDate>Tue, 21 Apr 2026 12:00:00 GMT</pubDate>
      <description><![CDATA[Port competitiveness is no longer won by geography alone. It is won by operational decision speed: berth allocation, yard flow, and maintenance before breakdown. In that context, Salalah illustrates how AI turns delayed reports into live operating decisions.]]></description>
    </item>
    <item>
      <title>AI and tourism in Oman — smart recommendation or marketing noise.</title>
      <link>https://nuqtai.com/en/journal/ai-and-tourism-in-oman-smart-recommendation-or-marketing-noise-2026</link>
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      <pubDate>Tue, 21 Apr 2026 12:00:00 GMT</pubDate>
      <description><![CDATA[Almost every tourism platform now claims to be "AI-powered." The real test is simple: did recommendations lift conversion, improve visitor experience, and respect data boundaries? In Oman, the difference between value and hype is now measurable.]]></description>
    </item>
    <item>
      <title>AI in Omani e-government services.</title>
      <link>https://nuqtai.com/en/journal/ai-in-omani-e-government-services-2026</link>
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      <pubDate>Tue, 21 Apr 2026 12:00:00 GMT</pubDate>
      <description><![CDATA[Government AI is no longer a tech slogan. In Oman, the practical question is now: can AI make services faster, clearer, and cheaper while preserving trust and privacy? Success is measured by real transaction performance, not initiative count.]]></description>
    </item>
    <item>
      <title>AI startups in Muscat — who is building what.</title>
      <link>https://nuqtai.com/en/journal/muscat-ai-startups-who-builds-what-2026</link>
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      <pubDate>Tue, 21 Apr 2026 12:00:00 GMT</pubDate>
      <description><![CDATA[Muscat’s AI startup scene is no longer a loose set of demos. It is becoming a clearer market map: vertical product builders, model-language teams, integration players, and AI operations tools. The core question is no longer "who has AI" but "who ships measurable value."]]></description>
    </item>
    <item>
      <title>Why most Arabic AI bots fail.</title>
      <link>https://nuqtai.com/en/journal/why-arabic-ai-bots-fail</link>
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      <pubDate>Tue, 21 Apr 2026 11:37:16 GMT</pubDate>
      <description><![CDATA[It is not the model. It is that we train it on Arabic no one actually speaks, then act surprised when no one understands it back.]]></description>
    </item>
    <item>
      <title>Digital sovereignty: why your data should stay in Oman.</title>
      <link>https://nuqtai.com/en/journal/digital-sovereignty-oman</link>
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      <pubDate>Tue, 21 Apr 2026 11:37:16 GMT</pubDate>
      <description><![CDATA[When you send your customers' data to a server in Frankfurt or Virginia, you are not hosting it. You are handing it over. The difference is not technical.]]></description>
    </item>
    <item>
      <title>Building a startup from Muscat — what we learned in year one.</title>
      <link>https://nuqtai.com/en/journal/building-startup-from-muscat</link>
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      <pubDate>Tue, 21 Apr 2026 11:37:16 GMT</pubDate>
      <description><![CDATA[There is no playbook for building a tech company from Oman. This is not a playbook. These are notes from one year, honest, including what we regret.]]></description>
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