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April 24, 2025

Allganize Launches Secure MCP-based Agent Builder for Enterprise AI

Allganize has launched a secure MCP-based Agent Builder within its Alli platform, enabling enterprises to create powerful AI agents optimized for on-premise and SaaS environments. Unlike other solutions, Allganize ensures secure, isolated MCP component execution to meet strict data security and compliance standards. The Agent Builder works with Agentic RAG, requiring no code, and supports use cases like enterprise search, data analytics, and submittal reviews. Allganize currently supports over 300 clients across finance, energy, manufacturing, and government sectors.

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April 22, 2025

The emergence of DeepSeek-R1, and what we must not overlook – Part 2

We are introducing DeepSeek-R1 in two blog posts that have recently surprised us. In this Part 2, we discuss the paradigm shift brought by DeepSeek-R1. Previously, in Part 1, we covered the background of its emergence and detailed the technical aspects of the model. Although the posts are long, we recommend reading both for a complete understanding.

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April 22, 2025

The Emergence of DeepSeek-R1 and What We Must Not Overlook – Part 1

The blog explores the limitations of AI pre-training, focusing on data copyright issues and the constraints of the scaling law. It highlights legal challenges restricting high-quality training data and diminishing returns from expanding model size. The article introduces DeepSeek-R1, an AI model optimizing inference and reasoning through innovative architectures like Multi-Latent Attention and Mixture of Experts, showcasing a shift towards reasoning-based advancements.

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