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Security · LatestSpaceXSI quietly flips Grok API text watermarking to off by defaultSpaceXSI has reportedly reversed its plan to watermark all Grok API text by default, making the feature opt-in for developers instead. The change followed a scheduled rollout that appears to have been quietly abandoned.The New Stack · 17m ago · 6 min readAI & MLOpsFragments: November 10A roundup of recent links on AI-era software work, covering agent operating models, how data center opposition may reshape token prices, the real cost of tokens, editing model weights, and a framework for judging agent context quality.Martin Fowler · 1h ago · 8 min readSRE & IncidentsLong-horizon agents and durable executionA look at durable execution, a programming pattern that lets long-running AI agents recover from crashes and network failures without starting over. The piece is written by Kiran Prakash.Martin Fowler · 2h ago · 1 min readKubernetesAI-assisted cluster updates in Red Hat OpenShift 5A look at two new AI features in OpenShift 5 that aim to catch cluster update problems early, show live progress, and speed up repairs. Both rely on OpenShift Lightspeed.Red Hat Blog · 16h ago · 1 min readKubernetesKubeVirt’s CNCF graduation recognizes a decade of community work and years in productionKubeVirt has reached the top maturity level of the Cloud Native Computing Foundation, ten years after its first code commits. The milestone is credited to the community that built and maintains it.Red Hat Blog · 16h ago · 1 min readCloudRed Hat Enterprise Linux is ready for AMD’s 6th Gen EPYC™ 9006 Series Server CPUsRed Hat has added support for AMD's 6th Gen EPYC 9006 Series server processors to its Enterprise Linux platform, so existing RHEL releases can run on the new chips. The announcement targets organizations wanting to avoid extra testing and deployment delays.Red Hat Blog · 16h ago · 1 min readKubernetesYour move to Red Hat OpenShift Virtualization doesn't have to wait on VDDKMigrating VMware workloads to Red Hat OpenShift Virtualization can proceed even when VDDK is hard to obtain, since many tools that depend on it have alternatives.Red Hat Blog · 16h ago · 1 min readAI & MLOpsAnthropic launches Fable 5.2 with a price cut and stronger coding scoresAnthropic has released Fable 5.2 and Mythos 5.2, with lower token prices, a faster output mode, and benchmark gains in coding, though some rivals still lead on certain tests.The New Stack · 21h ago · 6 min readCloudGoogle claims its new AI software cuts inference latency by over 90% — but there’s a catchGoogle's open-source TPU Sync software aims to speed up AI inference by cutting data-movement delays between memory tiers, with large gains claimed in some tests but notable limits on hardware and maturity.The New Stack · 21h ago · 3 min readAI & MLOpsCursor and Google join OpenAI in giving coding agents a voice. Claude Code stays silent.Cursor and Google have both launched two-way voice features for their coding agents, joining OpenAI, while Anthropic's Claude Code still only accepts spoken input. The piece looks at why the companies think developers want to talk while agents work.The New Stack · 21h ago · 5 min readAI & MLOpsMeta launches Muse Ember to take on Claude Haiku and GPT-6 LunaMeta has released Muse Ember, a small multimodal model priced to compete with Claude Haiku and OpenAI's GPT-6 Luna, with benchmark results that favor it on cost and some agent tasks.The New Stack · 22h ago · 4 min readObservabilityReal-time state has a cost your memory bill won’t showA look at why keeping separate copies of real-time state across stream processors, caches and databases can cost more in CPU, networking and consistency risk than the memory bill suggests.The New Stack · 1d ago · 8 min read
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