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.
Lightwave Logic’s Robert Blum on Polymer Optics for AI
Allyson Klein and Robert Blum of Lightwave Logic unpack how electro-optic polymers, paired with silicon photonics, lower power and boost density on the road to 400G-per-lane optics— with a 2027 volume ramp in sight.
Privacy-First AI in Healthcare: Optum’s Dr. Rohith Vangalla
From federated learning and zero-trust to confidential computing, Dr. Rohith Vangalla shares a practitioner’s playbook for explainable, scalable AI that moves healthcare from reactive to proactive.
TechArena’s ‘In the Arena’ Podcast Wins a Stevie® Award
Our flagship podcast earned a Stevie® in the International Business Awards® annual competition; judges called out the show’s high production quality, editorial clarity, and guest caliber.
Permission Debuts a Digital Mini-Me for the Agentic Era
Permission Agent turns user-approved signals into auditable datasets—paying contributors in $ASK—so teams can train and personalize AI with verifiable consent and enforceable revocation.
Ai4 2025: Agents, RAG, and the Enterprise AI Reality Check
From arena keynotes on education and RAG to 50 tracks and 250+ exhibitors, Ai4 2025 leans into agentic systems, governance, and real-world deployments for buyers who need proof, not promises.
Verizon Business’ Nikhil Tyagi on Edge AI Innovation
Nikhil Tyagi of Verizon Business discusses scaling AI at the edge, from small language models and multimodal experiences to infrastructure challenges and adaptive inference.
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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.
Futurecasting Technology, Society and You
TechArena host Allyson Klein talks with futurist Brian David Johnson about future and threatcasting, and how taking agency to envision our future places us in the drivers seat to shape it.
Fantasy Football Supremacy with WalterPicks’ Sam Factor
TechArena host Allyson Klein chats with WalterPicks co-founder Sam Factor about how AI helps deliver 17% superior recommendations to fantasy football lineups vs. the major recommendation sites.
AI Assisted Therapy with Lyssn’s Zac Imel
TechArena host Allyson Klein talks with Lyssn co-founder Zac Imel about how his company intends to change the shape of mental health using artificial intelligence.
