AI
articles
AI Didn’t Break Your Data Platform; It Exposed Your Data Debt
Enterprise AI doesn’t create fragility; it reveals undocumented assumptions, missing ownership, and invisible pipeline debt. Fix the foundations and AI gets cheaper, faster, and more trusted.
Building Trust with NIST AI Risk Management Framework
Product marketers have long relied on NIST for clarity and consistency — but with new frameworks emerging for AI, it's time to ask whether these guidelines go far enough in prioritizing fairness, safety, and accuracy.
VAST Partners with Deloitte to Scale AI for the Enterprise
At GTC 2025, a discussion between Deloitte and VAST showed how their partnership is scaling enterprise AI with secure, auditable infrastructure—bringing business value for next-gen, agentic AI adoption.
Verge.io Reimagines IT Infrastructure for AI Demands
Verge.io’s George Crump shares how a unified infrastructure approach is driving efficiency, performance, and AI-readiness — without the legacy bloat.
Nebius and VAST Data Combine Breakthrough Tech for AI Innovation
At GTC 2025, Nebius and VAST shared how their collaboration delivers high-performance, scalable AI infrastructure for enterprise workloads—making cloud AI more usable and accessible.
AI Benchmarks Shift as MLPerf Highlights LLM Dominance
MLPerf Inference 5.0 signals the rise of large language models, with LLAMA 2 70B surpassing ResNet-50 in submissions and driving next-gen AI performance across compute platforms.
Edge AI Silicon Heats Up as MemryX Closes $44M Series B
MemryX, a provider of edge AI acceleration hardware, recently closed its latest round of funding, serving as a potential bellwether for the next growth edge in AI compute.
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Podcasts
How Hedgehog Brings Hyperscaler Networking to Enterprise AI
Hedgehog CEO Marc Austin joins Data Insights to break down open-source, automated networking for AI clusters—cutting cost, avoiding lock-in, and keeping GPUs fed from training to inference.
Nebius at SC25: Building the Neocloud for Enterprise AI
From SC25 in St. Louis, Nebius shares how its neocloud, Token Factory PaaS, and supercomputer-class infrastructure are reshaping AI workloads, enterprise adoption, and efficiency at hyperscale.
Inside Runpod’s GPU Cloud for Long-Running AI Agents
Runpod head of engineering Brennen Smith joins a Data Insights episode to unpack GPU-dense clouds, hidden storage bottlenecks, and a “universal orchestrator” for long-running AI agents at scale.
Walmart and Cornelis Expose the Costs of Network Inefficiency
Billions of customer interactions during peak seasons expose critical network bottlenecks, which is why critical infrastructure decisions must happen before you write a single line of code.
Giga Computing on Rack-Scale AI: From Training to Inference
Recorded at #OCPSummit25, Allyson Klein and Jeniece Wnorowski sit down with Giga Computing’s Chen Lee to unpack GIGAPOD and GPM, DLC/immersion cooling, regional assembly, and the pivot to inference.
Data Insights at OCP: DataraAI on Edge Robotics
Durgesh Srivastava unpacks a data-loop approach that powers reliable edge inference, captures anomalies, and encodes technician know-how so robots weld, inspect, and recover like seasoned operators.
AI Innovation, Energy Efficiency & Future Trends with Neeraj Kumar
Neeraj Kumar, Chief Data Scientist at PNNL, discusses AI's role in scientific discovery, energy-efficient computing, and collaboration with Micron to advance memory systems for AI and high-performance computing.
Exploring AI Innovation with Hitachi Ventures' Gayathri Radhakrishnan
Guest Gayathri “G” Radhakrishnan, Partner at Hitachi Ventures, joins host Allyson Klein on the eve of the AIHW and Edge Summit to discuss innovation in the AI space, future adoption of AI, and more.
Privacy, AI, and the Future of Cloud Computing with Rita Kozlov
Join Allyson Klein and Jeniece Wnorowski as they chat with Rita Kozlov from Cloudflare about their innovative cloud solutions, AI integration, and commitment to privacy and sustainability.
AI, Analytics, and Innovation: Insights from Unilever’s Arun Nandi
Arun Nandi of Unilever joins host Allyson Klein to discuss AI's role in modern data analytics, the importance of sustainable innovation, and the future of enterprise data architecture.
Data Center in the AI Era with Jen Huffstetler
Join Allyson Klein as she welcomes former colleague/ industry innovator Jen Huffstetler. Jen shares her extensive experience driving advancements from client devices to the data center, including groundbreaking technologies like Centrino and 3D packaging.
Exploring Advanced Internet Monitoring Solutions with Mehdi Daoudi of Catchpoint Systems
In this Tech Arena episode, Allyson Klein interviews Mehdi Daoudi, CEO of Catchpoint, on internet monitoring, observability innovations, and AI's impact on automation. Discover their latest tools enhancing performance.
