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todayOctober 10, 2025

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AIML + Distributed inference + startups + Private AI + Products + AIML regulatory and compliance + Press Release + Cyber security + LLM + Agentic AI admin

The Spartan AI Platform launched in alpha testing

Press Release Tampa, FL, October 10, 2025. The Spartan AI/ML CyberSecurity Platform launched in alpha testing for its partners. The Spartan mission is to deliver the Platform to power a new kind of Private AI It serves people and businesses in a new way providing secured ownership and privacy. The ...

todayOctober 10, 2025

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Private AI Networks + AIML + startups + Private AI + LLM + Agentic AI admin

The Spartan AI Roadmap

Initial production release within 1-2 months based upon received feedback from alpha, beta testing The 1st production release includes the following features. 1. Endpoint types supported: 2. Automated provisioning of open source models to supported types of Endpoints. 3. The Spartan API for Platform integration with 3rd parties. 4. Device ...

todaySeptember 21, 2025

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Blockchain + startups + Products + AIML regulatory and compliance + Cyber security + LLM + Agentic AI + Private AI Networks + AIML + Distributed inference admin

The Spartan AI Builds Trust for Distributed AI/ML workloads

Context We’ll discuss the growing field of Confidential Computing (CC), focusing on hardware-based security for artificial intelligence (AI) and virtual machine (VM) workloads. We’ll explain how The Spartan AI Platform and technologies like AMD SEV-SNP, Intel TDX, and Arm CCA (Confidential Compute Architecture) create Trusted Execution Environments (TEEs) to protect ...

todaySeptember 5, 2025

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LLM + Agentic AI + Private AI Networks + AIML + Distributed inference + startups + Products admin

LLM inference in distributed environments – architecture, implementation and best practices: Part 1

In this article we detail the architecture, implementation, and best practices for serving LLMs in distributed environments, drawing on recent advancements and opportunities. 1. Introduction Large Language Models (LLMs) have seen an immense surge in popularity since the release of ChatGPT. This has led to a growing demand for LLM-powered ...

todaySeptember 2, 2025

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Agentic AI + Private AI Networks + AIML + startups + Products admin

Large Language Model Training in Distributed Environments: Part 1

The rapid evolution of Large Language Models (LLMs) has pushed the boundaries of computational demands, making distributed training an indispensable technique. These models, often comprising billions or even trillions of parameters, frequently exceed the memory capacity of a single GPU, necessitating their distribution across multiple devices and machines. Furthermore, achieving ...

todayAugust 28, 2025

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Cloud + Agentic AI + Private AI Networks + AIML + startups + Products admin

Small Language Models: Revolutionizing AI Deployment: Part 1

The landscape of artificial intelligence is rapidly evolving, with a significant shift from purely cloud-based large language models (LLMs) to more efficient, localized small language models (SLMs) operating on edge devices. This paradigm shift is driven by the imperative to reduce latency, enhance privacy, lower operational costs, and foster more ...

todayJanuary 30, 2025

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Agentic AI + PR + Private AI Networks + AIML + startups + Products admin

The Spartan AI to launch Model Router Platform for Private AI Networks and Agents

For immediate release. Tampa, Florida, January 30, 2025 – The Spartan AI, a leading provider of Private AI Networks and Agents, today announced that a launch of its Model Router platform, a groundbreaking technology designed to empower security, privacy and accessibility, scheduled for Q2 2025. About The Spartan AI Platform ...

todayJanuary 11, 2025

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Cyber security + Agentic AI + Exhibitions + Private AI Networks + AIML + startups + Products admin

AI commerzialization just begun- CES-2025

The AI/ML commercialization just begun. We’ve seen several big announcements at CES-2025. Laptops announced at CES-2025 are packed with powerful CPUs, GPUs, NPUs, and AI capabilities. Let’s dive into some of the latest models. Intel-based Laptops AMD-based Laptops Nvidia-based and Nvidia GPU powered Laptops What conclusion we can make from ...