{
  "schemaVersion": 2,
  "slug": "2026-05-12",
  "title": "AI Round-up: May 12, 2026",
  "date": "2026-05-12",
  "publishedAt": "2026-05-12T05:13:20Z",
  "sinceUtc": "2026-05-11T07:37:02Z",
  "rangeLabel": "Last 7 days",
  "summary": "OpenAI set the pace with a formal Deployment Company, the Tomoro acquisition, Daybreak for cyber defenders and a reported Microsoft revenue-sharing cap, while Reuters kept scrutiny on SoftBank's OpenAI-linked debt and Sutskever's allegations about Sam Altman. Microsoft added its own governance and SocialReasoning work, and Google appeared through both AI-security reporting and Gemini-heavy video coverage, making enterprise deployment, safety and platform control the main official-layer story.\n\nThe developer layer was led by agents. Replit promoted Parallel Agents, Claude Code's new agent view drew the strongest Reddit and YouTube response, Microsoft pushed Copilot Cowork and Copilot Studio governance, and Databricks/Together posts kept the data and inference stack in view. The social conversation stayed practical: Codex bounty work, Claude-to-Codex switching, token-cost tracking, agent job tools and Claude/Cursor skill stacks dominated the community side.",
  "leadSignal": "OpenAI Deployment Company",
  "topSignals": [
    {
      "label": "OpenAI Deployment Company",
      "href": "https://openai.com/index/openai-launches-the-deployment-company/",
      "tag": "News"
    },
    {
      "label": "Claude Code agent view",
      "href": "https://www.youtube.com/watch?v=-INveHwbRz4",
      "tag": "YouTube"
    },
    {
      "label": "AI cyber-defence pressure",
      "href": "https://x.com/OpenAI/status/2053939702110269822",
      "tag": "X"
    }
  ],
  "topics": [
    "OpenAI",
    "Anthropic",
    "Google / Gemini",
    "AI coding tools",
    "AI agents"
  ],
  "totalSignals": 40,
  "stats": {
    "news": 10,
    "x": 10,
    "youtube": 10,
    "reddit": 10
  },
  "paths": {
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    "json": "/roundup/2026-05-12.json",
    "markdown": "/roundup/2026-05-12.md"
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  "urls": {
    "html": "https://www.ai-roundup.dev/roundup/2026-05-12/",
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  "sections": [
    {
      "id": "news",
      "title": "News / Articles",
      "shortLabel": "News",
      "mobileTabLabel": "News",
      "count": 10,
      "items": [
        {
          "title": "Physical AI in Supply Chains: How Real-Time Intelligence Maximizes Visibility and Reduces Loss",
          "source": "Databricks",
          "publishedAt": "2026-05-12T04:14:30Z",
          "url": "https://www.databricks.com/dataaisummit/session/physical-ai-supply-chains-how-real-time-intelligence-maximizes"
        },
        {
          "title": "SocialReasoning Bench shows the limits of today’s AI agents",
          "source": "Microsoft",
          "publishedAt": "2026-05-11T17:19:28Z",
          "url": "https://www.microsoft.com/en-us/research/blog/socialreasoning-bench-measuring-whether-ai-agents-act-in-users-best-interests/"
        },
        {
          "title": "Stop Writing YAML: Configuring ML Systems with confingy",
          "source": "Runway",
          "publishedAt": "2026-05-11T15:20:59Z",
          "url": "https://runwayml.com/news/stop-writing-yaml-configuring-ml-systems-with-confingy"
        },
        {
          "title": "OpenAI launches the OpenAI Deployment Company to help businesses build around intelligence",
          "source": "OpenAI",
          "publishedAt": "2026-05-11T13:04:49Z",
          "url": "https://openai.com/index/openai-launches-the-deployment-company/"
        },
        {
          "title": "New and improved: Agent governance, intelligent workflows, and connected app experiences",
          "source": "Microsoft",
          "publishedAt": "2026-05-11T16:00:00Z",
          "url": "https://www.microsoft.com/en-us/microsoft-copilot/blog/copilot-studio/new-and-improved-agent-governance-intelligent-workflows-and-connected-app-experiences/"
        },
        {
          "title": "Azure Decoded: Ground AI Apps with Fabric IQ’s Semantic Foundation",
          "source": "Microsoft",
          "publishedAt": "2026-05-11T09:08:15Z",
          "url": "https://www.microsoft.com/en-us/thesource-developer/Event/511/azure-decoded-ground-ai-apps-with-fabric-iqs-semantic-foundation"
        },
        {
          "title": "How ChatGPT adoption broadened in early 2026",
          "source": "OpenAI",
          "publishedAt": "2026-05-11T22:43:30Z",
          "url": "https://openai.com/signals/research/2026q1-update"
        },
        {
          "title": "SoftBank's OpenAI-related debt in focus as another strong quarter expected",
          "source": "Reuters",
          "publishedAt": "2026-05-12T03:09:00Z",
          "url": "https://www.reuters.com/business/media-telecom/softbanks-openai-related-debt-focus-another-strong-quarter-expected-2026-05-12/"
        },
        {
          "title": "OpenAI, Microsoft agree to cap revenue-sharing at $38 billion, The Information reports",
          "source": "Reuters",
          "publishedAt": "2026-05-12T02:12:36Z",
          "url": "https://www.reuters.com/technology/openai-cap-microsoft-revenue-sharing-38-billion-information-reports-2026-05-12/"
        },
        {
          "title": "Hackers pushing innovation in AI-enabled hacking operations, Google says",
          "source": "Reuters",
          "publishedAt": "2026-05-11T20:55:45Z",
          "url": "https://www.reuters.com/legal/litigation/hackers-pushing-innovation-ai-enabled-hacking-operations-google-says-2026-05-11/"
        }
      ]
    },
    {
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      "mobileTabLabel": "YouTube",
      "count": 10,
      "items": [
        {
          "title": "NEWS: Massive new lawsuit filed against OpenAI for enabling school shooting.",
          "channel": "Aaron Parnas",
          "publishedAt": "2026-05-11T14:41:47Z",
          "views": 105145,
          "url": "https://www.youtube.com/watch?v=NUi9hF2BW8M"
        },
        {
          "title": "Introducing agent view in Claude Code",
          "channel": "Claude",
          "publishedAt": "2026-05-11T21:00:11Z",
          "views": 42779,
          "url": "https://www.youtube.com/watch?v=-INveHwbRz4"
        },
        {
          "title": "I Tried 7 Gemini Use Cases You've Never Seen Before (All FREE)",
          "channel": "Parker Prompts",
          "publishedAt": "2026-05-11T12:31:21Z",
          "views": 13905,
          "url": "https://www.youtube.com/watch?v=yFYYutxHVAM"
        },
        {
          "title": "9 Claude Skills I Use Every Single Day (Steal Them)",
          "channel": "Zinho Automates",
          "publishedAt": "2026-05-11T16:31:41Z",
          "views": 11109,
          "url": "https://www.youtube.com/watch?v=cAeQjck1jHs"
        },
        {
          "title": "Google vs. The \"Final Boss\" of AI Gaming | Technical Spotlight",
          "channel": "ObsidianAnt",
          "publishedAt": "2026-05-11T20:06:28Z",
          "views": 10648,
          "url": "https://www.youtube.com/watch?v=TRgHhwUCb1o"
        },
        {
          "title": "Claude Code FREE UNLIMITED 2026 🤯 (No Ollama, No GPU, No Nvidia Nim)",
          "channel": "AI with Hassan",
          "publishedAt": "2026-05-11T13:01:00Z",
          "views": 8358,
          "url": "https://www.youtube.com/watch?v=Rssu7r8ANik"
        },
        {
          "title": "How to Build Mobile Apps with Claude Code: Full Course (2026)",
          "channel": "Nick Saraev",
          "publishedAt": "2026-05-11T17:51:20Z",
          "views": 7680,
          "url": "https://www.youtube.com/watch?v=BMMcmmnjrM8"
        },
        {
          "title": "New Google Gemini Updates are INSANE!",
          "channel": "Julian Goldie SEO",
          "publishedAt": "2026-05-11T09:01:11Z",
          "views": 7154,
          "url": "https://www.youtube.com/watch?v=sndm8twV1E8"
        },
        {
          "title": "Google Gemini’s New Features & Upgrades Just Changed EVERYTHING! (VEO 4 & More)",
          "channel": "Rob The AI Guy",
          "publishedAt": "2026-05-11T19:25:22Z",
          "views": 6159,
          "url": "https://www.youtube.com/watch?v=0bnDcKvL69s"
        },
        {
          "title": "Attorneys for victim of FSU shooting file lawsuit against OpenAI",
          "channel": "WTXL - Tallahassee, FL",
          "publishedAt": "2026-05-11T19:20:04Z",
          "views": 5739,
          "url": "https://www.youtube.com/watch?v=vXLFoLQNdp8"
        }
      ]
    },
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      "id": "reddit",
      "title": "Reddit",
      "shortLabel": "Reddit",
      "mobileTabLabel": "Reddit",
      "count": 10,
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        {
          "title": "New in Claude Code: agent view.",
          "subreddit": "ClaudeAI",
          "publishedAt": "2026-05-11T20:49:33Z",
          "score": 501,
          "comments": 82,
          "url": "https://www.reddit.com/r/ClaudeAI/comments/1tag1i9/new_in_claude_code_agent_view/"
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        {
          "title": "New in Claude Code: agent view.",
          "subreddit": "ClaudeCode",
          "publishedAt": "2026-05-11T20:49:37Z",
          "score": 319,
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          "url": "https://www.reddit.com/r/ClaudeCode/comments/1tag1kv/new_in_claude_code_agent_view/"
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        {
          "title": "OpenAI's Codex AI Model Earns $5 by Submitting Open-Source Security Bounty Pull Request",
          "subreddit": "OpenAI",
          "publishedAt": "2026-05-11T09:23:48Z",
          "score": 265,
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          "url": "https://www.reddit.com/r/OpenAI/comments/1t9y2k2/openais_codex_ai_model_earns_5_by_submitting/"
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          "title": "I Built a Free AI Agent That Finds and Applies to Jobs for You. 100k+ Users In",
          "subreddit": "OpenAI",
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          "url": "https://www.reddit.com/r/OpenAI/comments/1taiz11/i_built_a_free_ai_agent_that_finds_and_applies_to/"
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          "title": "Did anyone here moved from claude to codex recently? And why?",
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          "publishedAt": "2026-05-12T02:19:41Z",
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          "comments": 59,
          "url": "https://www.reddit.com/r/codex/comments/1tao42q/did_anyone_here_moved_from_claude_to_codex/"
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        {
          "title": "I built an app with Claude Code that converts any text into high-quality audio. It works with PDFs, blog posts, Substack and Medium links, and even photos of text.",
          "subreddit": "ClaudeAI",
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          "url": "https://www.reddit.com/r/ClaudeAI/comments/1tad468/i_built_an_app_with_claude_code_that_converts_any/"
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          "title": "Artificial intelligence in nutritional oncology: From isolated screening tools to agentic intervention systems",
          "subreddit": "science",
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          "url": "https://www.reddit.com/r/science/comments/1ta5mao/artificial_intelligence_in_nutritional_oncology/"
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        {
          "title": "Made a tool for tracking Claude Code token consumption for when the inevitably remove all plans and absolutely ride us on the Pay-as-you-go model...the costs are pretty shocking",
          "subreddit": "DevelEire",
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        {
          "title": "Anthropic: It is the sci-fi authors, not us, that are to blame for Claude blackmailing users",
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          "publishedAt": "2026-05-11T09:47:55Z",
          "score": 37,
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          "url": "https://www.reddit.com/r/OpenAI/comments/1t9yhz8/anthropic_it_is_the_scifi_authors_not_us_that_are/"
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      "items": [
        {
          "text": "Today we’re launching the OpenAI Deployment Company to help businesses build and deploy AI.\n\nIt's majority-owned and controlled by OpenAI. It brings together 19 leading investment firms, consultancies, and system integrators to help organizations deploy frontier AI to production",
          "handle": "OpenAI",
          "publishedAt": "2026-05-11T13:10:12Z",
          "views": 5572258,
          "likes": 9358,
          "url": "https://x.com/OpenAI/status/2053824997777457651"
        },
        {
          "text": "Introducing Daybreak: frontier AI for cyber defenders.\n\nDaybreak brings together the most capable OpenAI models, Codex, and our security partners to accelerate cyber defense and continuously secure software.\n\nA step toward a future where security teams can move at the speed https://t.co/AGfXhmJb5E",
          "handle": "OpenAI",
          "publishedAt": "2026-05-11T20:45:59Z",
          "views": 2091766,
          "likes": 6859,
          "url": "https://x.com/OpenAI/status/2053939702110269822"
        },
        {
          "text": "Meet Replit Parallel Agents\n\nBuild faster by running up to 10 agents in parallel\n\nEach agent gets its own copy of your app\nThey work on their own computer\nThen merge their work agentically https://t.co/06WyUQSFMM",
          "handle": "Replit",
          "publishedAt": "2026-05-11T17:34:28Z",
          "views": 503643,
          "likes": 320,
          "url": "https://x.com/Replit/status/2053891504989753817"
        },
        {
          "text": "We’ve also agreed to acquire Tomoro, which will bring 150 experienced Forward Deployed Engineers and Deployment Specialists to the OpenAI Deployment Company from day one.",
          "handle": "OpenAI",
          "publishedAt": "2026-05-11T13:10:12Z",
          "views": 414333,
          "likes": 1082,
          "url": "https://x.com/OpenAI/status/2053824999736410415"
        },
        {
          "text": "Claude's Constitution is now an audiobook, read by two of its authors, Amanda Askell and Joe Carlsmith.\n\nIt includes a Q&A on the writing process, the philosophies that shaped the document, and how it might change as models become more capable.\n\nListen at https://t.co/dKMfpeOblm https://t.co/792RQ4sAxc",
          "handle": "AnthropicAI",
          "publishedAt": "2026-05-11T16:56:01Z",
          "views": 198769,
          "likes": 2198,
          "url": "https://x.com/AnthropicAI/status/2053881827396653207"
        },
        {
          "text": "Find out what vulnerabilities are lurking in your code. 👀\n\nGitHub's new Code Security Risk Assessment scans your organization's code and delivers a vulnerability dashboard broken down by severity, language, and repo.\n\nNo config, no commitment. Run your free assessment now.",
          "handle": "github",
          "publishedAt": "2026-05-11T22:50:01Z",
          "views": 10136,
          "likes": 50,
          "url": "https://x.com/github/status/2053970912160936304"
        },
        {
          "text": "Meet the Copilot Cowork Builders.\n\nThey’re building new ways to work—where you can hand off complex tasks to AI and stay focused on the parts that need your attention.\n\nLearn more about Copilot Cowork, now available through the Frontier program: https://t.co/Pqt2ItvaxJ https://t.co/QgNqkrbvus",
          "handle": "Microsoft365",
          "publishedAt": "2026-05-11T20:00:55Z",
          "views": 7002,
          "likes": 111,
          "url": "https://x.com/Microsoft365/status/2053928357541114324"
        },
        {
          "text": "Spreadsheets are still how most business teams plan, analyze, and report. Getting trusted data into them has meant CSV exports, manual workarounds, and duplicated metrics.\n\nThe Databricks Excel Add-in and Databricks Connector for Google Sheets change that. Both bring governed https://t.co/OLDgwYMxmS",
          "handle": "databricks",
          "publishedAt": "2026-05-11T14:18:21Z",
          "views": 5091,
          "likes": 67,
          "url": "https://x.com/databricks/status/2053842149364335064"
        },
        {
          "text": "DeepSeek V4 Pro brings long-context reasoning and SOTA coding performance to Together AI serverless.\n\nThe next layer is serving it efficiently: KV cache, prefix reuse, hybrid attention, batching, kernels, and endpoint profiles.\n\nWe go deeper in this deep dive from @zhyncs42,",
          "handle": "togethercompute",
          "publishedAt": "2026-05-11T17:43:41Z",
          "views": 3025,
          "likes": 24,
          "url": "https://x.com/togethercompute/status/2053893823969759506"
        },
        {
          "text": "For browser-use AI agents, every task is dozens of model calls in a tight loop. The inference layer isn’t background infrastructure. It’s what the product runs on.\n\n@yutori_ai runs Scouts, Delegate, and Navigator on Together AI’s inference platform:\n• 2x faster per-step vs. https://t.co/V87SYmolgR",
          "handle": "togethercompute",
          "publishedAt": "2026-05-11T19:39:06Z",
          "views": 2798,
          "likes": 14,
          "url": "https://x.com/togethercompute/status/2053922868480909320"
        }
      ]
    }
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}