AI
articles
3 AI Cyber Revolutions That Will Reshape 2026
AI-driven offense, autonomous defense, and new insider threats are converging fast. These three cyber revolutions show how machine intelligence will reshape enterprise security strategies in 2026.
Inside the AI Risk Land Grab: Outages, Fear and M&A
In 2025, the internet’s fragility and AI’s complexity collided in public. The big vendors responded by buying the pieces they need to sell the integrated story that they have AI risk under control.
2026 Predictions: The Year Humanoid Robotics Gets Real
Robots aren’t going to fold your laundry by February. But Voice of Innovation Niv Sundaram predicts that an urgent caregiver shortage will move humanoids “from warehouses to living rooms” in 2026.
Marvell Inks $5.5B Celestial AI Deal to Break Memory Wall
Marvell is inking a deal for optical interconnect startup Celestial AI in a massive bet that the industry has shifted from being compute-constrained to bandwidth-constrained.
Using the Power of Micro Grids to Feed AI’s Insatiable Appetite
As AI training pushes data centers to unprecedented power densities, researchers reveal an affordable solution that lets computing thrive on fluctuating renewable energy.
8 Ways AI Will Rewrite Data Center Infrastructure in 2026
In Part 1 of Voice of Innovation Matty Bakkeren’s 2026 predictions series, he explores how AI, power, cooling, and supply chains are reshaping data center infrastructure for a utility-scale future.
With Augmented Memory Grid, Weka Challenges Old Guard Thinking
Weka’s new memory grid raises new questions about AI data architecture—exploring how shifts in interface speeds and memory tiers may reshape performance, scale, and deployment strategies.
Ampere Receives A $6.5 Billion Exit
Ampere joins SoftBank in a $6.5B deal, fueling speculation about AI’s next wave. Is this a talent acquisition, a play for Arm’s AI future, or a move to challenge NVIDIA’s dominance?
AI, Edge, and Power: Key Takeaways from MWC Panel Discussion
At MWC 2025, our own Allyson Klein had the honor of chatting with industry leaders from Ansys, Ampere, and Rebellions to explore AI’s enterprise adoption, hardware innovation, and power efficiency.
The Next Frontier of AI: Key Insights from AMD’s Salil Raje
At MWC, AMD SVP and GM Salil Raje shared how AI at the edge is revolutionizing industries, from healthcare to automotive, with real-time processing, federated learning, and adaptive silicon innovations.
Synopsys Accelerates Chip Design with NVIDIA Grace Blackwell, AI
At GTC, Synopsys announced a new suite of electronic design automation tools that harness NVIDIA’s Grace Blackwell architecture to accelerate the next generation of silicon development.
VAST & NVIDIA on the Insight Engine-DGX Collaboration
At GTC 2025, VAST’s John Mao and NVIDIA’s Tony Paikeday discuss their recent announcement and how AI infrastructure is evolving to meet enterprise demand, from fine-tuning to large-scale inferencing.
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Podcasts
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.
Cornelis Networks & AMD on Scaling AI Without the Chaos
From CPU orchestration to scaling efficiency in networks, leaders reveal how to assess your use case, leverage existing infrastructure, and productize AI instead of just experimenting.
Cornelis and OCP Examine Why AI Infrastructure Must Evolve
From the OCP Global Summit, hear why 50% GPU utilization is a “civilization-level” problem, and why open standards are key to unlocking underutilized compute capacity.
How Axelera Scales Inference From Edge to Data Center
In the Arena: Allyson Klein with Axelera CMO Alexis Crowell on inference-first AI silicon, a customer-driven SDK, and what recent tapeouts reveal about the roadmap.
Data Insights: AI in Healthcare with Dr. Rohith Vangalla
In this episode of Data Insights, host Allyson Klein and co-host Jeniece Wnorowski sit down with Dr. Rohith Vangalla of Optum to discuss the future of AI in healthcare.
Metrum AI’s Steen Graham on Multi-Agent AI and Smarter Storage
From OCP Summit, Metrum AI CEO Steen Graham unpacks multi-agent infrastructure, SSD-accelerated RAG, and the memory-to-storage shift—plus a 2026 roadmap to boost GPU utilization, uptime, and time-to-value.
Real-Time Supply Chain Control with Oii
TechArena host Allyson Klein chats with Oii CEO Bob Rogers about his team’s AI-based solution for real-time modeling and management of supply chains and the opportunity for AI to drive actionable solutions for business and society.
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.
