{
  "schemaVersion": 2,
  "slug": "2026-07-23",
  "title": "AI Round-up: July 23, 2026",
  "date": "2026-07-23",
  "publishedAt": "2026-07-23T05:12:34Z",
  "sinceUtc": "2026-07-22T08:06:12Z",
  "rangeLabel": "Last 7 days",
  "summary": "OpenAI's rogue-agent fallout carried the snapshot across Reuters, YouTube and Reddit. Reuters framed the incident around Chinese AI helping stop a rogue OpenAI agent and the China-US guardrails trade-off, while multiple videos unpacked the Hugging Face and cyber-attack story. That safety thread sat beside Microsoft and AXA XL on incident response, OpenAI's Australian data-centre water-recycling reversal, and a ChatGPT medical-advice lawsuit.\n\nThe product and infrastructure side centred on agents becoming operational. OpenAI pushed Presence for enterprise voice and chat agents and an NTT DATA Codex incident-analysis case, Databricks linked Lakebase Postgres to agent orchestration, Anthropic launched an Economic Index connector and economic-futures agenda, Google DeepMind expanded DOE Genesis Mission credits, and community discussion focused on Codex limits, opencodex, Windows sandboxing, Copilot metrics and Claude/ChatGPT workflow routing.",
  "leadSignal": "OpenAI rogue-agent fallout",
  "topSignals": [
    {
      "label": "OpenAI rogue-agent fallout",
      "href": "https://www.reuters.com/legal/litigation/chinese-ais-role-stopping-rogue-openai-agent-shows-cost-us-guardrails-2026-07-22/",
      "tag": "News"
    },
    {
      "label": "Enterprise agent deployment stack",
      "href": "https://x.com/OpenAI/status/2079916436232036614",
      "tag": "X"
    },
    {
      "label": "Anthropic Economic Index connector",
      "href": "https://www.anthropic.com/news/anthropic-economic-index-connector",
      "tag": "News"
    }
  ],
  "topics": [
    "OpenAI",
    "Anthropic",
    "Codex",
    "AI agents",
    "AI coding tools"
  ],
  "totalSignals": 40,
  "stats": {
    "news": 10,
    "x": 10,
    "youtube": 10,
    "reddit": 10
  },
  "paths": {
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    "json": "/roundup/2026-07-23.json",
    "markdown": "/roundup/2026-07-23.md"
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  "urls": {
    "html": "https://www.ai-roundup.dev/roundup/2026-07-23/",
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  "sections": [
    {
      "id": "news",
      "title": "News / Articles",
      "shortLabel": "News",
      "mobileTabLabel": "News",
      "count": 10,
      "items": [
        {
          "title": "Chinese AI's role in stopping rogue OpenAI agent shows cost of US guardrails",
          "source": "Reuters",
          "publishedAt": "2026-07-22T18:13:26Z",
          "url": "https://www.reuters.com/legal/litigation/chinese-ais-role-stopping-rogue-openai-agent-shows-cost-us-guardrails-2026-07-22/"
        },
        {
          "title": "NEWSLETTER: The China-US divide behind the OpenAI hack",
          "source": "Reuters",
          "publishedAt": "2026-07-22T22:26:02Z",
          "url": "https://www.reuters.com/technology/artificial-intelligence/china-us-divide-behind-openai-hack-2026-07-22/"
        },
        {
          "title": "NTT DATA Group cuts incident analysis to 30 minutes with Codex",
          "source": "OpenAI",
          "publishedAt": "2026-07-22T23:47:24Z",
          "url": "https://openai.com/index/ntt-data/"
        },
        {
          "title": "Simplify AI agent orchestration with Lakebase Postgres",
          "source": "Databricks",
          "publishedAt": "2026-07-22T23:04:19Z",
          "url": "https://www.databricks.com/blog/simplify-ai-agent-orchestration-lakebase-postgres"
        },
        {
          "title": "The Anthropic Economic Index connector",
          "source": "Anthropic",
          "publishedAt": "2026-07-22T17:13:51Z",
          "url": "https://www.anthropic.com/news/anthropic-economic-index-connector"
        },
        {
          "title": "Real world incident response: Microsoft and AXA XL strengthen cyber resilience",
          "source": "Microsoft",
          "publishedAt": "2026-07-22T16:00:00Z",
          "url": "https://www.microsoft.com/en-us/security/blog/2026/07/22/real-world-incident-response-microsoft-and-axa-xl-strengthen-cyber-resilience/"
        },
        {
          "title": "Advancing the next era of national science",
          "source": "OpenAI",
          "publishedAt": "2026-07-22T15:41:57Z",
          "url": "https://openai.com/index/advancing-the-next-era-of-national-science/"
        },
        {
          "title": "Building AI infrastructure with the Effingham County community",
          "source": "OpenAI",
          "publishedAt": "2026-07-22T13:02:31Z",
          "url": "https://openai.com/index/building-ai-infrastructure-with-the-effingham-county-community/"
        },
        {
          "title": "AMD to sell Anthropic tens of billions in AI servers, invest up to $5 billion in startup",
          "source": "Reuters",
          "publishedAt": "2026-07-22T16:46:20Z",
          "url": "https://www.reuters.com/business/amd-invest-up-5-billion-anthropic-wsj-reports-2026-07-22/"
        },
        {
          "title": "Pichai pushes back on claims Google is losing ground in AI race",
          "source": "Reuters",
          "publishedAt": "2026-07-23T01:17:00Z",
          "url": "https://www.reuters.com/business/pichai-pushes-back-claims-google-is-losing-ground-ai-race-2026-07-23/"
        }
      ]
    },
    {
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      "title": "YouTube",
      "shortLabel": "Video",
      "mobileTabLabel": "YouTube",
      "count": 10,
      "items": [
        {
          "title": "OpenAI internal model JUST went ROGUE",
          "channel": "Wes Roth",
          "publishedAt": "2026-07-22T12:30:11Z",
          "views": 88928,
          "url": "https://www.youtube.com/watch?v=OSuhUTkM1no"
        },
        {
          "title": "How worried should we be about the AI that went rogue and launched a cyber-attack? | BBC News",
          "channel": "BBC News",
          "publishedAt": "2026-07-22T19:30:27Z",
          "views": 63504,
          "url": "https://www.youtube.com/watch?v=M4kliMrqbB4"
        },
        {
          "title": "GPT-6 Goes Rogue? The HuggingFace Incident, Sans Hype",
          "channel": "AI Explained",
          "publishedAt": "2026-07-22T16:36:53Z",
          "views": 51298,
          "url": "https://www.youtube.com/watch?v=wzY2fV4Mp3U"
        },
        {
          "title": "OpenAI says its AI models went rogue and hacked another tech company during test",
          "channel": "NBC News",
          "publishedAt": "2026-07-22T22:07:22Z",
          "views": 14442,
          "url": "https://www.youtube.com/watch?v=ohmmQax8AHg"
        },
        {
          "title": "GPT-6 Hacked Hugging Face, Gemini 4 Is Coming, and the US Says Kimi Stole From Anthropic!",
          "channel": "Universe of AI",
          "publishedAt": "2026-07-22T17:15:20Z",
          "views": 9443,
          "url": "https://www.youtube.com/watch?v=EtxNzH2chh0"
        },
        {
          "title": "OpenAI’s New AI ESCAPED and Hacked Hugging Face",
          "channel": "AI News Today | Julian Goldie Podcast",
          "publishedAt": "2026-07-22T09:50:10Z",
          "views": 6871,
          "url": "https://www.youtube.com/watch?v=58b8kqrFD7o"
        },
        {
          "title": "OpenAI's AI Hack, AMD's Anthropic Bet & Apple's Next Macs | Bloomberg Tech 7/22/2026",
          "channel": "Bloomberg Tech",
          "publishedAt": "2026-07-22T17:58:49Z",
          "views": 6551,
          "url": "https://www.youtube.com/watch?v=Dl45O-aeo7g"
        },
        {
          "title": "How Gemini 3.6 Flash helped this dairy farmer run his business",
          "channel": "Google",
          "publishedAt": "2026-07-22T18:36:59Z",
          "views": 7934,
          "url": "https://www.youtube.com/watch?v=YSKzyVOQmuA"
        },
        {
          "title": "FREE Unlimited AI Coding in VS Code (Claude Opus, GPT-5, Gemini & More)",
          "channel": "WTF Code",
          "publishedAt": "2026-07-22T11:15:22Z",
          "views": 5160,
          "url": "https://www.youtube.com/watch?v=oSHuSlz-T38"
        },
        {
          "title": "This NEW Claude Feature Is The Best Thing I've Used In 3 Years",
          "channel": "AI Edge",
          "publishedAt": "2026-07-22T15:06:28Z",
          "views": 5326,
          "url": "https://www.youtube.com/watch?v=KjNp6CbHUSY"
        }
      ]
    },
    {
      "id": "reddit",
      "title": "Reddit",
      "shortLabel": "Reddit",
      "mobileTabLabel": "Reddit",
      "count": 10,
      "items": [
        {
          "title": "AI agent went rogue and hacked startup by itself, OpenAI reveals",
          "subreddit": "CitizenWatchNews",
          "publishedAt": "2026-07-23T05:00:51Z",
          "score": 0,
          "comments": 1,
          "url": "https://www.reddit.com/r/CitizenWatchNews/comments/1v44257/ai_agent_went_rogue_and_hacked_startup_by_itself/"
        },
        {
          "title": "Codex Usage Limits and Performance Megathread",
          "subreddit": "codex",
          "publishedAt": "2026-07-23T04:03:21Z",
          "score": 0,
          "comments": 82,
          "url": "https://www.reddit.com/r/codex/comments/1v42x6r/codex_usage_limits_and_performance_megathread/"
        },
        {
          "title": "opencodex — run Codex CLI with any models (got, ~3.7k stars)",
          "subreddit": "codex",
          "publishedAt": "2026-07-23T03:03:28Z",
          "score": 0,
          "comments": 8,
          "url": "https://www.reddit.com/r/codex/comments/1v41oe0/opencodex_run_codex_cli_with_any_models_got_37k/"
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        {
          "title": "Codex on Windows falls back to the unelevated sandbox — apply_patch and Node child processes fail with EPERM",
          "subreddit": "codex",
          "publishedAt": "2026-07-22T21:10:34Z",
          "score": 0,
          "comments": 1,
          "url": "https://www.reddit.com/r/codex/comments/1v3ta5e/codex_on_windows_falls_back_to_the_unelevated/"
        },
        {
          "title": "Codex CLI 0.145.0 (paginated history, Cursor/Claude import, Bedrock login, audio + realtime V3, stable multi-agent V2)",
          "subreddit": "CodexAutomation",
          "publishedAt": "2026-07-22T14:34:58Z",
          "score": 0,
          "comments": 1,
          "url": "https://www.reddit.com/r/CodexAutomation/comments/1v3hxvb/codex_cli_01450_paginated_history_cursorclaude/"
        },
        {
          "title": "Looking for a good Markdown-First Agent Memory System",
          "subreddit": "ClaudeCode",
          "publishedAt": "2026-07-22T18:53:47Z",
          "score": 0,
          "comments": 28,
          "url": "https://www.reddit.com/r/ClaudeCode/comments/1v3pdp9/looking_for_a_good_markdownfirst_agent_memory/"
        },
        {
          "title": "How are you keeping track of all your MCP servers and AI agents?",
          "subreddit": "codex",
          "publishedAt": "2026-07-23T04:53:07Z",
          "score": 0,
          "comments": 4,
          "url": "https://www.reddit.com/r/codex/comments/1v43wox/how_are_you_keeping_track_of_all_your_mcp_servers/"
        },
        {
          "title": "Claude Code + llama.cpp + (websearch tool)?",
          "subreddit": "LocalLLaMA",
          "publishedAt": "2026-07-23T04:17:59Z",
          "score": 0,
          "comments": 3,
          "url": "https://www.reddit.com/r/LocalLLaMA/comments/1v437yn/claude_code_llamacpp_websearch_tool/"
        },
        {
          "title": "I built a router that spreads work between my Claude and ChatGPT subscriptions",
          "subreddit": "ClaudeAI",
          "publishedAt": "2026-07-23T04:48:19Z",
          "score": 0,
          "comments": 2,
          "url": "https://www.reddit.com/r/ClaudeAI/comments/1v43tav/i_built_a_router_that_spreads_work_between_my/"
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        {
          "title": "Stuck scaling a Next.js app on M3 Pro (36GB) using local Qwen 3.6 + VS Code Copilot. Should I switch extensions or go paid?",
          "subreddit": "ollama",
          "publishedAt": "2026-07-22T11:50:27Z",
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          "url": "https://www.reddit.com/r/ollama/comments/1v3duqe/stuck_scaling_a_nextjs_app_on_m3_pro_36gb_using/"
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      "title": "X / Twitter",
      "shortLabel": "X",
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      "count": 10,
      "items": [
        {
          "text": "New for enterprises: OpenAI Presence helps companies deploy trusted voice and chat agents across customer and internal workflows.\n\nAI agents can answer questions, use company systems, take approved actions, and escalate to people when needed — while improving over time.\n\nIntroducing OpenAI Presence\nFrom openai.com",
          "handle": "OpenAI",
          "publishedAt": "2026-07-22T13:08:16Z",
          "views": 358000,
          "likes": 1900,
          "url": "https://x.com/OpenAI/status/2079916436232036614"
        },
        {
          "text": "You can now ask Claude about the Anthropic Economic Index, our public dataset measuring how AI is used across the economy.\n\nAsk which occupations use AI the most, or what kinds of tasks people are automating, and the answers draw directly from the Index data.",
          "handle": "claudeai",
          "publishedAt": "2026-07-22T17:20:05Z",
          "views": 815000,
          "likes": 8500,
          "url": "https://x.com/claudeai/status/2079979809606664564"
        },
        {
          "text": "We’re expanding our work with the US Dept. of Energy on the Genesis Mission — an initiative to double the pace of scientific discovery within a decade.\n\nBy committing $40M in AI tokens and Google Cloud credits, more lab researchers will gain access to Gemini and other AI tools.",
          "handle": "GoogleDeepMind",
          "publishedAt": "2026-07-22T13:44:35Z",
          "views": 39000,
          "likes": 304,
          "url": "https://x.com/GoogleDeepMind/status/2079925576077324552"
        },
        {
          "text": "We analyzed Kimi K3 Max vs. GPT 5.6 Sol Max for software engineering tasks using DeepSWE.\n\nKimi K3 Max matches GPT 5.6 Sol Max at ~55% of the price. Used together, the two models deliver a ~16% performance lift.",
          "handle": "togethercompute",
          "publishedAt": "2026-07-22T22:18:29Z",
          "views": 35000,
          "likes": 362,
          "url": "https://x.com/togethercompute/status/2080054904328986999"
        },
        {
          "text": "AI made code cheaper to write. The cost of owning it? Not so much.\n\nFor small, bounded requests, a first patch can replace scope debates with evidence: inspect the diff, price the risk, then decide.\n\nThe cost of saying yes has changed\nFrom github.blog",
          "handle": "github",
          "publishedAt": "2026-07-23T00:40:01Z",
          "views": 20000,
          "likes": 57,
          "url": "https://x.com/github/status/2080090520970203414"
        },
        {
          "text": "Many teams can tell you whether developers are using AI. Fewer can show how they’re using it and whether those behaviors are associated with measurable engineering outcomes.\n\nMeasure AI adoption with GitHub Copilot metrics\nFrom github.com",
          "handle": "GitHubEnt",
          "publishedAt": "2026-07-22T16:28:48Z",
          "views": 7600,
          "likes": 15,
          "url": "https://x.com/GitHubEnt/status/2079966905494917559"
        },
        {
          "text": "Lakebase starts with a simple architectural shift: separate Postgres compute from the write-ahead log and data files that traditionally live on the same machine.\n\nExternalizing those components makes compute stateless and enables durable writes, elastic scaling, and simpler high availability.",
          "handle": "databricks",
          "publishedAt": "2026-07-22T14:42:06Z",
          "views": 3900,
          "likes": 41,
          "url": "https://x.com/databricks/status/2079940051388043306"
        },
        {
          "text": "Go from a pre-built template to a deployed Databricks App using Replit's agent.\n\nThis demo shows how to open a Genie Analytics template from DevHub directly in Replit, build the app with Databricks data, test the Genie chat, and deploy it to Databricks.",
          "handle": "databricks",
          "publishedAt": "2026-07-22T17:16:14Z",
          "views": 3800,
          "likes": 16,
          "url": "https://x.com/databricks/status/2079978842626588883"
        },
        {
          "text": "Your ideas. Anywhere they find you.\n\nThe redesigned Replit mobile app is available now on iOS and Android.",
          "handle": "Replit",
          "publishedAt": "2026-07-22T17:01:21Z",
          "views": 75000,
          "likes": 152,
          "url": "https://x.com/Replit/status/2079975095120900285"
        },
        {
          "text": "Codex Live Build with Covacut and Ben Davis\n\nOpenAI Developers hosted a live Codex build session focused on app development workflows.",
          "handle": "OpenAIDevs",
          "publishedAt": "2026-07-22T17:26:27Z",
          "views": 45000,
          "likes": 302,
          "url": "https://x.com/OpenAIDevs/status/2079981413063909534"
        }
      ]
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}