WEKA’s newest AI data platform innovations are set to reshape the technological landscape for enterprises deploying advanced AI systems. The company’s expanded partnership with NVIDIA introduces capabilities specifically designed to address memory bottlenecks that have historically limited inference performance for large language models. By combining WEKA’s data management expertise with NVIDIA’s computing power, these advancements aim to dramatically reduce costs and improve efficiency for organizations deploying increasingly complex AI reasoning and agent-based systems.
The big picture: WEKA has strengthened its NVIDIA partnership through integration with the NVIDIA AI Data Platform reference design and achieved new storage certifications for NVIDIA’s cloud and enterprise ecosystems.
- The integration positions WEKA as a key infrastructure provider for companies deploying agentic AI and reasoning models that require optimized data pipelines.
- These certifications signal WEKA’s readiness to support large-scale AI implementations through NVIDIA’s partner network and certified systems.
Key innovation: WEKA’s new Augmented Memory Grid capability combines its data platform software with NVIDIA accelerated computing to solve critical bottlenecks in AI inference workloads.
- The technology accelerates AI inference by maximizing tokens processed per second and improving token efficiency for large language models.
- This capability enables memory extension for large model inferencing by “three orders of magnitude,” representing a significant breakthrough for deploying memory-intensive AI applications.
By the numbers: The Augmented Memory Grid demonstrates remarkable performance improvements that could dramatically reduce inference costs.
- When processing 105,000 tokens, the system reduced time to first token by 41x compared to standard implementations.
- The technology can lower token throughput costs by up to 24% for inference systems, addressing a major economic challenge for enterprises deploying large language models.
What’s next: WEKA’s new capabilities and certifications will be rolling out through spring 2025.
- The NCP reference architecture for NVIDIA Blackwell systems will become available later this month.
- The WEKA Augmented Memory Grid, which promises the most significant performance gains, will be generally available in Spring 2025.
Recent Stories
DOE fusion roadmap targets 2030s commercial deployment as AI drives $9B investment
The Department of Energy has released a new roadmap targeting commercial-scale fusion power deployment by the mid-2030s, though the plan lacks specific funding commitments and relies on scientific breakthroughs that have eluded researchers for decades. The strategy emphasizes public-private partnerships and positions AI as both a research tool and motivation for developing fusion energy to meet data centers' growing electricity demands. The big picture: The DOE's roadmap aims to "deliver the public infrastructure that supports the fusion private sector scale up in the 2030s," but acknowledges it cannot commit to specific funding levels and remains subject to Congressional appropriations. Why...
Oct 17, 2025Tying it all together: Credo’s purple cables power the $4B AI data center boom
Credo, a Silicon Valley semiconductor company specializing in data center cables and chips, has seen its stock price more than double this year to $143.61, following a 245% surge in 2024. The company's signature purple cables, which cost between $300-$500 each, have become essential infrastructure for AI data centers, positioning Credo to capitalize on the trillion-dollar AI infrastructure expansion as hyperscalers like Amazon, Microsoft, and Elon Musk's xAI rapidly build out massive computing facilities. What you should know: Credo's active electrical cables (AECs) are becoming indispensable for connecting the massive GPU clusters required for AI training and inference. The company...
Oct 17, 2025Vatican launches Latin American AI network for human development
The Vatican hosted a two-day conference bringing together 50 global experts to explore how artificial intelligence can advance peace, social justice, and human development. The event launched the Latin American AI Network for Integral Human Development and established principles for ethical AI governance that prioritize human dignity over technological advancement. What you should know: The Pontifical Academy of Social Sciences, the Vatican's research body for social issues, organized the "Digital Rerum Novarum" conference on October 16-17, combining academic research with practical AI applications. Participants included leading experts from MIT, Microsoft, Columbia University, the UN, and major European institutions. The conference...