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Ai Models

9 articles from Software & Technology practitioners

Anthropic, Microsoft, and Gartner signal a billing model reckoning for enterprise SaaS buyers

Anthropic, Microsoft, and Gartner signal a billing model reckoning for enterprise SaaS buyers

Usage-based billing is expanding fast across AI SaaS platforms, with Anthropic, Microsoft, and Oracle all moving in the same direction at once.

MarketScale Newsroom·Jul 9, 2026
U.S. lifts export controls on Anthropic's Claude Fable 5 and Mythos 5, ending 19-day shutdown

U.S. lifts export controls on Anthropic's Claude Fable 5 and Mythos 5, ending 19-day shutdown

The Trump administration lifted export controls on Anthropic's most advanced AI models, restoring access after a 19-day shutdown that disrupted enterprise workf

MarketScale Newsroom·Jul 3, 2026
Fable 5 and Mythos 5 Are Back. What the 19-Day Shutdown Taught Every Enterprise About AI as Infrastructure.

Fable 5 and Mythos 5 Are Back. What the 19-Day Shutdown Taught Every Enterprise About AI as Infrastructure.

On June 30, the U.S. Department of Commerce lifted export controls on Anthropic's Claude Fable 5 and Mythos 5, ending a 19-day global shutdown. The models return globally on July 1. Here is what changed, what it means for B2B buyers worldwide, and what the broader AI race looks like now.

MarketScale Newsroom·Jul 1, 2026
Claude Fable 5 and Mythos 5 redefine AI capabilities for cybersecurity and scientific innovation

Claude Fable 5 and Mythos 5 redefine AI capabilities for cybersecurity and scientific innovation

Claude Fable 5 emerges as an unparalleled AI model excelling in complex software engineering and scientific research. Mythos 5 targets cybersecurity with unmatched efficiency.

MarketScale Industry News·Jun 9, 2026
QumulusAI Secures Priority GPU Infrastructure Amid AWS Capacity Constraints on Private LLM Development

QumulusAI Secures Priority GPU Infrastructure Amid AWS Capacity Constraints on Private LLM Development

Developing a private large language model (LLM) on AWS can expose infrastructure constraints, particularly around GPU access. For smaller companies, securing consistent access to high-performance computing often proves difficult when competing with larger cloud customers. Mazda Marvasti, CEO of Amberd, encountered these challenges while scaling his company’s AI platform. Because Amberd operates its own…

Qumulusai·Feb 18, 2026
Facing High GPU Costs and Infrastructure Constraints, Amberd Turned to QumulusAI for Fixed-Cost AI

Facing High GPU Costs and Infrastructure Constraints, Amberd Turned to QumulusAI for Fixed-Cost AI

Providing managed AI services at a predictable, fixed cost can be challenging when hyperscaler pricing models require substantial upfront GPU commitments. Large upfront commitments and limited infrastructure flexibility may prevent providers from aligning costs with their delivery model. Amberd CEO Mazda Marvasti encountered this issue when exploring GPU capacity through Amazon. The minimum requirement…

Qumulusai·Feb 18, 2026
The Future of Retail eCommerce with iPickup

The Future of Retail eCommerce with iPickup

The retail landscape is being reshaped, transitioning from traditional brick-and-mortar stores into burgeoning logistics and fulfillment centers. This revolution, brought about by innovative logistics tech companies like Position Imaging, is transforming the way retailers deliver products, ushering in unprecedented benefits for both retailers and customers. Here’s how this remarkable hybrid solution is playing out….

Software And Technology·Jan 26, 2025
As Pressure Around AI Returns Increases, Companies Using Should Know the Generative AI Basics

As Pressure Around AI Returns Increases, Companies Using Should Know the Generative AI Basics

In an era defined by rapid technological advancements, the surge of generative artificial intelligence (AI) and Large Language Models (LLMs) stands out as a particularly transformative development. It’s a trend that’s leading to a wealth of new AI-powered solutions for businesses to consider investing in, whether as part of their internal tech stack or as…

Gerry Mecca·Apr 15, 2024
Applied Digital Investor Day: Pioneering Specialized Data Centers for Advanced AI Training

Applied Digital Investor Day: Pioneering Specialized Data Centers for Advanced AI Training

Richard Nottenburg, on the Board of Directors at Applied Digital, highlights the company’s specialized venture into building data centers dedicated to AI training models. These facilities are designed to support the intense demands of generative AI and large language models (LLMs), utilizing cutting-edge computational hardware tailored for these advanced technologies.

Software And Technology·Jan 1, 2023
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