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This blog post focuses on new features and improvements. For a comprehensive list, including bug fixes, please see the release notes. Three-Command CLI Workflow for Model Deployment Getting models from development to production typically involves multiple tools, configuration files, and deployment steps. You scaffold a model locally, test it in isolation, configure infrastructure, write deployment scripts, and then push to production. Each step requires context switching and manual coordination. With Clarifai 12.2, we’ve streamlined this into a 3-command workflow: model init, model serve, and model deploy. These commands handle scaffolding, local testing, and production deployment with automatic infrastructure provisioning, GPU…
America’s AI industry isn’t just divided by competing interests, but also by conflicting worldviews.In Silicon Valley, opinion about how artificial intelligence should be developed and used — and regulated — runs the gamut between two poles. At one end lie “accelerationists,” who believe that humanity should expand AI’s capabilities as quickly as possible, unencumbered by overhyped safety concerns or government meddling.• Leading figures at Anthropic and OpenAI disagree about how to balance the objectives of ensuring AI’s safety and accelerating its progress.• Anthropic CEO Dario Amodei believes that artificial intelligence could wipe out humanity, unless AI labs and governments carefully…
Unified Visibility Across Cloud EnvironmentsCentralized view of configurations, workloads, APIs, and data across multi-cloud environments.Prevents blind spots and helps correlate misconfigurations with active threats faster.Check dashboard clarity, correlation capability, and reporting visibility for leadership.Cloud Native Data ProtectionMonitoring where sensitive data lives, how it moves, and who accesses it across cloud workloads.Reduces risk of data leaks, compliance failures, and unauthorized access.Evaluate encryption visibility, data access monitoring, and integration with workload security.Security Operations IntegrationCompatibility with SIEM, XDR, SOAR, endpoint, and cloud monitoring tools.Improves investigation speed and avoids operational silos.Assess API integration, workflow continuity, and automation compatibility.Scalability Across Hybrid Cloud EnvironmentsAbility to support…
John Solly, a software engineer and former member of the so-called Department of Government Efficiency (DOGE), is the DOGE operative reportedly accused in a whistleblower complaint of telling colleagues that he stored sensitive Social Security Administration (SSA) data on a thumb drive and wanted to share the information with his new employer, multiple sources tell WIRED.Since October, according to a copy of his résumé, Solly has worked as the chief technology officer for the health IT division of a government contractor called Leidos, which has already received millions in SSA contracts and could receive up to $1.5 billion in contracts…
Phishing has quietly turned into one of the hardest enterprise threats to expose early. Instead of crude lures and obvious payloads, modern campaigns rely on trusted infrastructure, legitimate-looking authentication flows, and encrypted traffic that conceals malicious behavior from traditional detection layers. For CISOs, the priority is now clear: scale phishing detection in a way that helps the SOC uncover real risk before it becomes credential theft, business interruption, and board-level fallout. Why Scaling Phishing Detection Has Become a Priority for Modern SOCs For many security teams, phishing is no longer a single alert to investigate — it is a continuous…
After spending many years as the public face of Overwatch, Jeff Kaplan stayed well out of the limelight after leaving Blizzard in 2021. Five years later, the former Blizzard vice president and Overwatch lead director is back with his own studio and a new game, which you might be able to play pretty soon.The Legend of California is billed as an open-world, action-survival shooter. It looks like a mix of Red Dead Redemption and Rust (Rust Dead Redemption, if you will). It’s set during the gold rush era, but Kaplan says he and his team at Kintsugiyama were not aiming…
Thenovi AI Ltd., a company developing an interaction infrastructure for artificial intelligence agents, today announced the launch of its developer platform that connects coding agents for shared conversations. As more coders adopt AI agents, they have begun to specialize them into different roles: planning, review, integration and testing. This is because, in many cases, developers discovered certain models have different quirks that make them more efficient at particular tasks. For example, a developer might use Claude Code to orchestrate a workflow and provide high-level planning and architecture, Codex for code implementation, and a fleet of other agents for testing and…
Meta has unveiled four new chips it designed to handle tasks like training and running AI models and serving recommendations across its social media platforms and other services.The new chips are part of Meta’s Meta Training and Inference Accelerator (MTIA) family and are designed to be used in data centers. Meta has been designing its own silicon for a few years now, largely as a way to cut the cost of powering its AI and recommendation systems. The company says it needs custom chips to keep up with demand for AI-driven services.Google, Amazon and Microsoft have also been designing their…
Every SaaS company is chasing the same benchmarks. CAC payback, NRR, Rule of 40. What if optimizing for the median is exactly what’s holding you back? Most SaaS leaders enter Q1 with a benchmarking deck and quiet confidence. The CAC payback period looks defensible. NRR is sitting just above 100%. The Rule of 40 is in range. By every standard measure, the business is performing. But “performing” against median benchmarks is not the same as winning. And right now, in 2025, it might actually be the same as falling behind, especially for companies trying to apply generic SaaS growth strategies…
Looking for the most recent Mini Crossword answer? Click here for today’s Mini Crossword hints, as well as our daily answers and hints for The New York Times Wordle, Strands, Connections and Connections: Sports Edition puzzles.Need some help with today’s Mini Crossword? I found 7-Across tricky. Read on for all the answers. And if you could use some hints and guidance for daily solving, check out our Mini Crossword tips.If you’re looking for today’s Wordle, Connections, Connections: Sports Edition and Strands answers, you can visit CNET’s NYT puzzle hints page.Read more: Tips and Tricks for Solving The New York Times Mini CrosswordLet’s get to…