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Introducing Nemotron 3 Super: An Open Hybrid Mamba-Transformer MoE for Agentic Reasoning - NVIDIA Developer
Frontier Researchtransformerreasoningagenticagent

Introducing Nemotron 3 Super: An Open Hybrid Mamba-Transformer MoE for Agentic Reasoning - NVIDIA Developer

GNews AI transformerMarch 11, 20261 min read0 views
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<a href="https://news.google.com/rss/articles/CBMivwFBVV95cUxQeGxUMi1zMmM4NUhRWndqQ3MxdzdERXJvTldpTEh6aWdwcHo0ajlHMzJXOVJkYWU5Njh0RnBSOEl5aWM1WXFpamVLR0VQUHRGSUJmdXFVelJkenZtYkZveWhMN3UyT3E5cHI4NWpaakxiczhua1lKalN5cy1mckE3eEFieUNuTWhPQS1NWXVuQXZGWUZUa0tVWHRLXzVpOWtWN0hTS1RzTHVraXVTRDhmeDVvaHhtOUswaGI1eDRzVQ?oc=5" target="_blank">Introducing Nemotron 3 Super: An Open Hybrid Mamba-Transformer MoE for Agentic Reasoning</a> <font color="#6f6f6f">NVIDIA Developer</font>

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https://news.google.com/rss/articles/CBMivwFBVV95cUxQeGxUMi1zMmM4NUhRWndqQ3MxdzdERXJvTldpTEh6aWdwcHo0ajlHMzJXOVJkYWU5Njh0RnBSOEl5aWM1WXFpamVLR0VQUHRGSUJmdXFVelJkenZtYkZveWhMN3UyT3E5cHI4NWpaakxiczhua1lKalN5cy1mckE3eEFieUNuTWhPQS1NWXVuQXZGWUZUa0tVWHRLXzVpOWtWN0hTS1RzTHVraXVTRDhmeDVvaHhtOUswaGI1eDRzVQ?oc=5
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<h2> Introdução </h2> <p>Estamos vivendo uma onda no desenvolvimento de software impulsionada pelo uso de <strong>IA generativa</strong> e, mais recentemente, por <strong>agentes de IA</strong> capazes de tomar decisões, orquestrar chamadas a modelos e interagir com ferramentas externas.</p> <p>Esses agentes vão além de simples integrações com LLMs. Eles executam fluxos dinâmicos, fazem múltiplas chamadas ao modelo, utilizam ferramentas e tomam decisões com base no contexto. Esse comportamento os aproxima muito mais de sistemas distribuídos.</p> <p>Com isso, à medida que começamos a levar esses agentes para <strong>ambientes corporativos</strong>, surge um requisito essencial que não pode ser ignorado: <strong>observabilidade e monitoramento</strong>.</p> <p>De forma simplificada:</p> <ul>

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<a href="https://news.google.com/rss/articles/CBMidEFVX3lxTFBvRjRDTnNHTFB6WHRkU3o5VzlKUER6ZGFibXB6VmlfanBtLUJYYnB5QjYtZXNaZTJQMnNYOFA0dkVraC1rMXMtT3dRZUo4Z2FJdktwZEVQY3k2RzVVT3pZc2hqQU0ya2J5NEx3MDVuOFhfMExV?oc=5" target="_blank">BREAKING: LLM “reasoning” continues to be deeply flawed</a> <font color="#6f6f6f">Marcus on AI | Substack</font>

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