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The era of enterprises stitching together prompt chains and shadow agents is nearing its end as more options for orchestrating complex multi-agent systems emerge. As organizations move AI agents into production, the question remains: “how will we manage them?” Google and Amazon Web Services offer fundamentally different answers, illustrating a split in the AI stack. …

Google and AWS split the AI agent stack between control and execution Read More »

In a significant shift toward local-first privacy infrastructure, OpenAI has released Privacy Filter, a specialized open-source model designed to detect and redact personally identifiable information (PII) before it ever reaches a cloud-based server. Launched today on AI code sharing community Hugging Face under a permissive Apache 2.0 license, the tool addresses a growing industry bottleneck: …

OpenAI launches Privacy Filter, an open source, on-device data sanitization model that removes personal information from enterprise datasets Read More »

Every frontier AI lab right now is rationing two things: electricity and compute. Most of them buy their compute for model training from the same supplier, at the steep gross margins that have turned Nvidia into one of the most valuable companies in the world. Google does not. On Tuesday night, inside a private gathering …

Google doesn’t pay the Nvidia tax. Its new TPUs explain why. Read More »

When startup fundraising platform VentureCrowd began deploying AI coding agents, they saw the same gains as other enterprises: they cut the front-end development cycle by 90% in some projects. However, it didn’t come easy or without a lot of trial and error.  VentureCrowd’s first challenge revolved around data and context quality, since Diego Mogollon, chief …

Salesforce’s Agentforce Vibes 2.0 targets a hidden failure: context overload in AI agents Read More »

Enterprise data stacks were built for humans running scheduled queries. As AI agents increasingly act autonomously on behalf of businesses around the clock, that architecture is breaking down — and vendors are racing to rebuild it. Google’s answer, announced at Cloud Next on Wednesday, is the Agentic Data Cloud. The architecture has three pillars: Knowledge …

The modern data stack was built for humans asking questions. Google just rebuilt its for agents taking action. Read More »

Cirrascale Cloud Services today announced it has expanded its partnership with Google Cloud to deliver the Gemini model on-premises through Google Distributed Cloud, making it the first neocloud provider to offer Google’s most advanced AI model as a fully private, disconnected appliance. The announcement, timed to coincide with Google Cloud Next 2026 in Las Vegas, …

Google’s Gemini can now run on a single air-gapped server — and vanish when you pull the plug Read More »

Google on Monday unveiled the most significant upgrade to its autonomous research agent capabilities since the product’s debut, launching two new agents — Deep Research and Deep Research Max — that for the first time allow developers to fuse open web data with proprietary enterprise information through a single API call, produce native charts and …

Google’s new Deep Research and Deep Research Max agents can search the web and your private data Read More »

One employee at Vercel adopted an AI tool. One employee at that AI vendor got hit with an infostealer. That combination created a walk-in path to Vercel’s production environments through an OAuth grant that nobody had reviewed. Vercel, the cloud platform behind Next.js and its millions of weekly npm downloads, confirmed on Sunday that attackers …

Vercel breach exposes the OAuth gap most security teams cannot detect, scope or contain Read More »

It’s been only a few months since OpenAI released its last big improvement to AI image generations in ChatGPT and through its application programming interface (API) — namely, a new image generation model known as GPT-Image-1.5, released in December 2025, which brought about improved instruction following, colors, and lighting. Now, after weeks of testing, the …

OpenAI’s ChatGPT Images 2.0 is here and it does multilingual text, full infographics, slides, maps, even manga — seemingly flawlessly Read More »

Decision makers at 72% of organizations claim to have two or more AI platforms that they identify as their “primary” layer, according to a survey of 40 enterprise companies conducted by VentureBeat last month, revealing real gaps in security and control.  For enterprise management and technical leaders, and especially security leaders, these multiple AI platforms …

The AI governance mirage: Why 72% of enterprises don’t have the control and security they think they do Read More »