Defenders need more bandwidth to keep up with AI-coordinated botnets, and Netscout is boosting its Arbor Cloud DDoS mitigation capacity to 33 Tbps. www.networkworld.com/article/4202...
Netscout doubles DDoS defense capacity to counter AI-driven botnetsDefenders need more bandwidth to keep up with AI-coordinated botnets, and Netscout is boosting its Arbor Cloud DDoS mitigation capacity to 33 Tbps.www.networkworld.comThe open-source Malloy semantic modeling language gets some 'Credible' backing to build out AI context. "It's the same pain point people have had for 30 years, the lack of governed data analysis," Kyle Nesbit told VentureBeat in an exclusive interview. venturebeat.com/data/57-of-e...
Credible bets open source on AI context layer | VentureBeatA VB Pulse survey of 101 enterprises found most AI agent errors trace to missing context. Credible raised $10M to build a portable, open-source alternative.venturebeat.comIt's.always.DNS oh and that mismatch btwn internal/external DNS is a challenge that feels like it has always been a problem...but it might not be for much longer.... www.networkworld.com/article/4201...
Cloudflare Internal DNS puts public and private DNS on one policy engine'Many organizations already use Cloudflare for their public DNS. Internal DNS extends that same platform to private DNS, so public and private are managed from the same global network and control plan...www.networkworld.comIPv4 address exhaustion is a key driver of the 1.58 release of NetworkManager, the open-source Linux network configuration tool suite. www.networkworld.com/article/4200...
NetworkManager update advances IPv6-only support, Wi‑Fi management, and security for Linux-based operating systemsIPv4 address exhaustion is a key driver of the 1.58 release of NetworkManager, the open-source Linux network configuration tool suite.www.networkworld.com"What we're seeing now with customers is they're chasing availability of compute, and once they get new allocation from anyone, they want to be able to grab it and start running right away," Weka co-founder and CEO Liran Zvibel, told me. venturebeat.com/data/stop-ad...
Weka's new storage platform caches 100% of a model's pre-calculated tokens, so it never has to redo the workAs context windows and multi-turn interactions grow, so does the GPU compute wasted recalculating work a model has already done. Augmented Memory Grid, a NeuralMesh 6 feature built specifically for this, is Weka's answer.venturebeat.comventurebeat.com/data/at-vb-t... At VentureBeat Transform 2026, Zillow and Glean described how they built AI architecture meant to carry context across that entire journey — and why context, not raw data, turned out to be the harder problem to solve.
Why Zillow's AI ROI numbers actually hold up | VentureBeatZillow's SVP of Engineering says its AI ROI claims are credible only because of a DORA metrics baseline built years before the company's AI rollout began.venturebeat.comventurebeat.com/orchestratio... This session from VentureBeat Transform was next level insights. Sometimes you learn more from what fails...and the value of real customer feedback. "They straight up tell you, 'You suck. I hate this. This is not right,'" Nhung Ho said.
Inside Intuit's AI agent orchestration rebuild | VentureBeatIntuit's AI VP explains why natural-language handoffs broke its agent orchestration layer, and why rebuilding twice in four months was the fast path.venturebeat.comThis was a particularly insightful session from VentureBeat Transform with panelists from LinkedIn, Zendesk and Walmart. "Build for independence, whether it's a frontier model of today versus an open source model of tomorrow" venturebeat.com/data/agents-...
AI agent infrastructure: 3 enterprise fixes | VentureBeatLinkedIn rebuilt Kubernetes for agent speed, Walmart tackled duplicate agents, Zendesk its data pipelines: three fixes for enterprise AI agent infrastructure.venturebeat.com"What happens to the infrastructure we've spent years building when agents and not humans become the main consumers of that," Barak Y. said. "That's the world we're stepping into." venturebeat.com/data/we-have...
Meta: infrastructure isn't ready for AI agents | VentureBeatMeta infrastructure VP Barak Yagour says agentic queries grew 30x in six months, and enterprises have roughly 20 months to rebuild for AI agents.venturebeat.comFLOPS vs Megawatts: Who’s Winning in 2026 Supercomputing? - www.datacenterknowledge.com/supercompute...
FLOPS vs Megawatts: Who’s Winning in 2026 Supercomputing?TOP500 crowns LineShine while hyperscalers stand up multi-GW AI campuses. Why FLOPS and megawatts measure different victories in 2026.www.datacenterknowledge.comInfoblox acquires Kentik to pair DNS authority with real-time traffic visibility. www.networkworld.com/article/4194...
Infoblox acquires Kentik, adding network observability to its DNS and DDI platformInfoblox acquires Kentik to pair DNS authority with real-time traffic visibility.www.networkworld.comI've been writing about Couchbase since its first release (when Membase and CouchOne merged in 2011 ) 15 years later..the same basic idea, a distributed memory caching capability (that was membase) is more relevant than ever for agentic AI memory. venturebeat.com/data/ai-agen...
Couchbase brings persistent agent memory to the edge | VentureBeatCouchbase AI Data Plane combines persistent agent memory, vector search and an enterprise MCP server that runs on-device when cloud connectivity drops.venturebeat.comMore open source AI innovation from Alibaba Group - new research on a different type of world model built not to act in agent environments but to predict what those environments do next. venturebeat.com/technology/a...
Qwen-AgentWorld predicts environment states | VentureBeatReal environments can't inject edge cases on demand. Alibaba's Qwen-AgentWorld simulates them — and outperformed real-environment RL across seven benchmarks.venturebeat.comUpscale AI raised $190M in new funding to support AI networking scale up and scale out architecture. Skyhammer is its switch silicon designed to connect GPUs and XPUs at very high speed. www.networkworld.com/article/4188...
Upscale AI readies Skyhammer scale-up networking tech, raises new fundingUpscale AI raised $190M in new funding to support AI networking scale up and scale out architecture. Skyhammer is its switch silicon designed to connect GPUs and XPUs at very high speed.www.networkworld.comNetBox Labs designed its newly launched platform to span the full infrastructure lifecycle, from initial procurement through decommission. www.networkworld.com/article/4184...
NetBox at 10: Network inventory tool now a full infrastructure intelligence platformNetBox Labs designed its newly launched platform to span the full infrastructure lifecycle, from initial procurement through decommission.www.networkworld.comF5 adds AI-powered web application firewall (WAF) to guard networks against pre-exploit attacks. www.networkworld.com/article/4183...
AI-powered WAF, virtual patching: How F5 is hardening networks against frontier threatsF5 adds AI-powered web application firewall (WAF) to guard networks against pre-exploit attacks.www.networkworld.comResearch from Infoblox finds the traffic routing technology is widespread across corporate, government, and financial networks, and defenders often cannot see it. www.networkworld.com/article/4183...
Residential proxies are hiding in plain sight inside enterprise networksResearch from Infoblox finds the traffic routing technology is widespread across corporate, government, and financial networks, and defenders often cannot see it.www.networkworld.comventurebeat.com/technology/c... Cohere open-sourced a coding agent that claims to beat open-source models 4x its size — and runs on one GPU
Cohere North Mini Code open-source coding agentCohere's North Mini Code ranks 8th of 127 open-weight models on output speed — but generates 3x the output tokens of comparable models in independent testing.venturebeat.comventurebeat.com/technology/g... Google's open source DiffusionGemma generates text 4x faster by scrapping token-by-token generation — but there are trade-offs
Google's DiffusionGemma runs text 4x fasterGoogle's open-source diffusion language model generates 256 tokens in parallel and self-corrects, hitting 4x speed on one GPU at a cost to quality.venturebeat.com