
Organizations with well-designed, centralized gateway architectures can deploy defenses in hours, while those relying on ad hoc approaches must patch each application individually, often taking days or weeks.
Organizations can defend against zero-day vulnerabilities more effectively by using centralized security gateways like firewalls, proxies, and web application firewalls that sit directly in network traffic paths. Those with well-designed, centralized gateway architectures can deploy defenses in hours by updating a single policy that instantly protects hundreds of applications, while organizations without this setup must patch each application individually, often taking days or weeks. Security gateways work best when designed predictably and clearly, like an engineered highway system, allowing rapid response during security crises. Three main obstacles prevent wider adoption: the costs of staffing and maintaining gateway operations, misplaced trust in ad hoc team decisions, and other unspecified barriers.

google/sam is not Segment Anything. SAM here means Sovereign Agent Mesh, an Apache-2.0 networking project for autonomous AI agents. The problem it targets is concrete. Agents now run across cloud servers, on-prem datacenters, laptops, Raspberry Pis and Android devices. Letting them share tools usually means exposing internal scripts, LLM endpoints or private APIs to the public internet. SAM’s alternative is a zero-config, zero-trust P2P overlay — closer to a private VPN, but scoped to age

Starting today, AI chats in Firefox's Smart Window AI browsing mode can pull from current web info and show source links in chat responses through a partnership with Exa. Smart Window can also now automatically suggest tab groups and show visual previews of pages you previously visited when you search your browsing history using natural language. I saw a live demo that showed how the Smart Window AI could sort through selected links in your browsing history to pull up "running

One of the best things my smart home does is help me care for my pets, and security cameras are particularly useful for keeping track of my many critters. But the barrage of notifications they send often means I miss important ones. So, when Google announced its new Pet Memory feature for Gemini for Home, I thought this could be the perfect solution. Pet Memory promises to teach your Google Home smart home who your pets are, allowing connected Nest cameras to go beyond simply t
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