What is AI Networking?
…Advanced AI systems, from autonomous workflows to real‑time analytics, depend on continuous, low‑latency data exchange to operate reliably. Even enterprise AI deployments that begin small can quickly outgrow their networks…
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Videos
More videosPaper page - DeltaRubric: Generative Multimodal Reward Modeling via Joint Planning and Verification
…AI-generated summary Aligning Multimodal Large Language Models (MLLMs) requires reliable reward models , yet existing single-step evaluators can suffer from lazy judging, exploiting language priors over fine-grained visual verification. While…
Into the Omniverse: Manufacturing’s Simulation-First Era Has Arrived
…The Content Standard for Physical AI As physical AI becomes integral to industrial operations, manufacturers face a foundational challenge: Assets don’t travel reliably between 3D pipelines. Every time an asset moves…
Expedient Thrives with Ever-Ready HCI
…Plus, when the Lenovo kit arrives, I know I can count on it to operate reliably.”—Kevin Meyer, Vice President and Principal Architect, Expedient Why Lenovo? In its search for a new…
Discussions and forums
Show HN: Agentic interface for mainframes and COBOL
Hi HN, we’re Sai and Aayush, and we’re building Hypercubic (https://www.hypercubic.ai/), bringing AI tools to the mainframe and COBOL world. (We did a Launch HN last year: https://news.ycombinator.com/item?id=45877517.) …
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How do you deal with engineers who refuse to touch the actual workflow/process side?
I have a couple really strong engineers on the infra/platform side who are honestly great technically. Fast problem solvers, reliable during incidents, know the systems deeply, people trust them. But they absolutely hate…
MPLS renewal is next quarter and can't make the case to stay on it anymore
Reliability has been fine, that is not the issue. The issue is that most of our traffic goes to Azure and M365 now, not the data center. We are paying for a private network optimized for data center traffic that barely e…
Launch HN: Intuned (YC S22) – Build and run reliable browser automations as code
Hey HN, we're Faisal and Ahmad from Intuned (https://intunedhq.com). We’re building a platform for building, deploying, and maintaining browser automations.Customers primarily use the Intuned AI agent to automate website…
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Windrose (Steam Early Access) writes 35 GB/hr to disk while idle, even after the "fix" — SMART data from a dedicated server
Sharing measurements in case it's useful to others running dedicated servers or just curious about the post-patch behavior of this game. Context: Windrose launched on Steam EA two weeks ago. Pixel Operative, TechSpot and…
Silicon Power Intros DDR5-7200 CUDIMM & CSODIMM Memory Modules For AI Platforms
…The design focuses on optimized clock, command, and control signal integrity, supporting stable operation in complex and demanding system architectures. To further strengthen reliability, the modules feature on-die ECC (ODECC) for…
GL.iNet Launches Slate 7 Pro Tri-band Wi-Fi 7 Travel Router
…Featuring Multi-Link Operation (MLO), enhanced OFDMA, 4KQAM, and preamble puncturing, it maintains high throughput and stable performance even in congested networks, ensuring smooth, reliable connections for work, streaming, and real-time…
ASUS Unveils RUC-2000-Series Rugged Rack Edge AI System at COMPUTEX 2026
…The platform is validated to MIL-STD-810H rugged standards and engineered for 24/7 operation across wide temperature ranges, helping ensure uptime where reliability is non-negotiable. For more information on…
The fastest SSD in your system shouldn't always be your boot drive
…In 2026, the fastest drive in your system should be reserved for high-bandwidth workloads like gaming, 8K video, or AI data sets, while your operating system lives on a reliable high…
Summarization is not reasoning: How hybrid AI fixes failing AIOps
…Without this foundation, AI systems can only operate in silos, leading to incomplete insights and inconsistent decisions. With it, organizations can create a single, reliable view of operations that enables deeper understanding…
Do Computer Chips Actually Get Slower With Age? The Real Science Behind Silicon Aging
…A stock chip is validated to work within a defined operating envelope that takes into account voltage, current, and thermals. That envelope includes reliability assumptions. When you raise voltage, unlock power limits…