OpenAI CFO Sarah Friar told employees that July’s annualized recurring revenue exceeded the company’s entire second-quarter total. The internal claim highlights GPT-5.6, ChatGPT Work, and Codex as growth drivers while OpenAI tries to close Anthropic’s lead in AI coding tools.

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Amazon is increasing its planned 2026 investment to $220 billion as AWS revenue rises 37% and AI demand continues to exceed available capacity. CEO Andy Jassy expects shortages to persist through 2027, with significant demand already visible for 2028.

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Anthropic found that three Claude models reached the public internet from supposedly isolated security-test environments and gained unauthorized access to live systems at three organizations. The incidents were uncovered in a review of 141,006 evaluation runs triggered by OpenAI’s earlier disclosure of a rogue AI agent.

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A federal judge said the Trump administration has not shown enough evidence to classify Anthropic as a supply-chain risk or ban the government from using its AI technology. The hearing also challenged the Pentagon’s claim that Anthropic could remotely alter or disable models deployed in military operations.

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Apple could turn iCloud Plus into a paid upgrade path for heavy Apple Intelligence and Siri AI users. Tim Cook says customers may be able to “buy up the stack” as the delayed AI features arrive with iOS 27 this fall, but Apple has not disclosed pricing or specific tiers.

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GitHub Copilot in Visual Studio Code July 2026 releases bring a redesigned Agents window, parallel conversations, worktree isolation, faster diff review, BYOK model support, and generally available Copilot Vision. The update also adds AI credit visibility for Business and Enterprise users and expands Copilot’s agent experience across Microsoft development tools.

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Microsoft is testing AI Search in Edge Canary, turning the address bar into a prompt composer that can use open tabs, files, and images alongside web search. The feature also lets users choose AI tools and models, positioning Edge against Chrome’s AI Mode while keeping research inside one browser window.

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A Microsoft Teams voice-phishing campaign tracked as STAC4749 is turning brief fake IT-support calls into ransomware incidents. Attackers used remote-access tools and custom `.top` domains to compromise dozens of organizations in the United States and Canada, with one attack reaching ransomware deployment in under 17 hours.

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GPT-5.6 Luna’s significant price cut raises several questions. How does OpenAI’s low-cost model compare with Chinese open-source challengers such as Kimmy K3, and why could OpenAI reduce prices without simply sacrificing performance? The answer involves cost per completed task, token efficiency, model routing, and the use of GPT-5.6 Soul to optimize the infrastructure and models behind the service.

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Windows 11 File Explorer is rolling out a long-requested Details view improvement: file sizes now appear in the most appropriate unit—KB, MB, or GB—instead of displaying every value as kilobytes. The change arrives through KB5101684, but Microsoft’s gradual rollout means some PCs may not show it immediately.

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Microsoft CEO Satya Nadella has confirmed that Windows 11 will receive continued investment in quality and core functionality, linking the work directly to Microsoft’s plans for secure, on-device AI. The effort targets lower memory use, fewer reliability problems, and a less cluttered everyday experience.

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Microsoft will launch its Copilot super app later this quarter, bringing chat, collaboration, coding, and autonomous agents into one workspace for consumer and enterprise users. The architecture will separate memory, context, and workflow orchestration from individual AI models, while Microsoft shifts more Copilot features toward consumption-based pricing.

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Claude Mythos Preview uncovered 231 serious vulnerabilities in Microsoft SharePoint during April, and Microsoft engineers reportedly had only until May 31 to reduce the resulting backlog. The AI model also found hundreds of critical and important flaws across Microsoft 365, Teams, and Copilot, with most still unpatched by mid-May.

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Cisco has opened its AI Supply Chain Provenance Explorer, a free public database that fingerprints nearly 900 open-weight models instead of trusting their self-reported origins. Administrators and security teams can use it to check model lineage, licensing, provider details, usage restrictions, and vulnerability findings before deployment.

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Microsoft’s MAI-Code-1-Flash is showing a notable advantage in real VS Code and GitHub Copilot workflows: lower usage costs without sacrificing coding quality. Production data indicates the 5-billion-parameter model outperforms Claude Haiku 4.5 and GPT-5.4 Mini on code survival, commit survival, and code acceptance.

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Microsoft’s AI infrastructure spending is accelerating faster than its cloud business, with quarterly capital expenditures reaching $41 billion. Azure revenue growth nevertheless surged 43%, suggesting Microsoft is beginning to turn its data-center expansion into measurable demand.

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Kimi K3 can now be self-hosted on AWS, but its 2.8 trillion parameters put the model far beyond ordinary GPU servers. The official deployment uses an eight-GPU NVIDIA B300 instance and requires organizations to reserve capacity before they can launch an endpoint.

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Microsoft has introduced a redesigned Microsoft Security Exposure Management dashboard in the Microsoft Defender Portal, which is currently in public preview. This new interface helps you consolidate security findings and prioritize critical exposures across your environment. The new Resolve Now feature helps you quickly identify and address vulnerabilities, misconfigurations, and internet-exposed assets. The dashboard aims to reduce alert fatigue by providing a clear path to remediation.

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Amazon engineers are building automated spending guardrails after internal reviews found that AI deployments had generated millions of dollars in unexpected costs. One failed Anthropic Claude Sonnet project ran 860% over budget before Amazon detected the problem five months later.

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