{
  "@context": "https://schema.org",
  "@type": "Dataset",
  "name": "Turing Wire Knowledge Graph",
  "description": "Structured AI-industry knowledge graph: companies, stories, claims, citations. Designed for retrieval-augmented generation by external LLMs and search agents.",
  "url": "https://turingwire.com/knowledge-graph.json",
  "publisher": {
    "@type": "Organization",
    "name": "Turing Wire",
    "url": "https://turingwire.com"
  },
  "license": "https://creativecommons.org/licenses/by/4.0/",
  "dateModified": "2026-05-08T20:36:34+00:00",
  "keywords": ["AI", "machine learning", "news aggregation", "knowledge graph", "RAG"],

  "entities": {
    "organizations": [
      
      {
        "@type": "Organization",
        "name": "Airbnb",
        "url": "https://turingwire.com/companies/airbnb/",
        "identifier": "airbnb"
      },
      
      {
        "@type": "Organization",
        "name": "Alibaba",
        "url": "https://turingwire.com/companies/alibaba/",
        "identifier": "alibaba"
      },
      
      {
        "@type": "Organization",
        "name": "Allen Control Systems",
        "url": "https://turingwire.com/companies/allen-control-systems/",
        "identifier": "allen-control-systems"
      },
      
      {
        "@type": "Organization",
        "name": "Altara",
        "url": "https://turingwire.com/companies/altara/",
        "identifier": "altara"
      },
      
      {
        "@type": "Organization",
        "name": "Amazon",
        "url": "https://turingwire.com/companies/amazon/",
        "identifier": "amazon"
      },
      
      {
        "@type": "Organization",
        "name": "AMD",
        "url": "https://turingwire.com/companies/amd/",
        "identifier": "amd"
      },
      
      {
        "@type": "Organization",
        "name": "Anduril",
        "url": "https://turingwire.com/companies/anduril/",
        "identifier": "anduril"
      },
      
      {
        "@type": "Organization",
        "name": "Anthropic",
        "url": "https://turingwire.com/companies/anthropic/",
        "identifier": "anthropic"
      },
      
      {
        "@type": "Organization",
        "name": "Apple",
        "url": "https://turingwire.com/companies/apple/",
        "identifier": "apple"
      },
      
      {
        "@type": "Organization",
        "name": "Artisan",
        "url": "https://turingwire.com/companies/artisan/",
        "identifier": "artisan"
      },
      
      {
        "@type": "Organization",
        "name": "ASML",
        "url": "https://turingwire.com/companies/asml/",
        "identifier": "asml"
      },
      
      {
        "@type": "Organization",
        "name": "Atlassian",
        "url": "https://turingwire.com/companies/atlassian/",
        "identifier": "atlassian"
      },
      
      {
        "@type": "Organization",
        "name": "Binance",
        "url": "https://turingwire.com/companies/binance/",
        "identifier": "binance"
      },
      
      {
        "@type": "Organization",
        "name": "BioticsAI",
        "url": "https://turingwire.com/companies/bioticsai/",
        "identifier": "bioticsai"
      },
      
      {
        "@type": "Organization",
        "name": "Blackstone",
        "url": "https://turingwire.com/companies/blackstone/",
        "identifier": "blackstone"
      },
      
      {
        "@type": "Organization",
        "name": "Broadcom",
        "url": "https://turingwire.com/companies/broadcom/",
        "identifier": "broadcom"
      },
      
      {
        "@type": "Organization",
        "name": "Bumble",
        "url": "https://turingwire.com/companies/bumble/",
        "identifier": "bumble"
      },
      
      {
        "@type": "Organization",
        "name": "Cerebras",
        "url": "https://turingwire.com/companies/cerebras/",
        "identifier": "cerebras"
      },
      
      {
        "@type": "Organization",
        "name": "Character.AI",
        "url": "https://turingwire.com/companies/character-ai/",
        "identifier": "character-ai"
      },
      
      {
        "@type": "Organization",
        "name": "Cisco",
        "url": "https://turingwire.com/companies/cisco/",
        "identifier": "cisco"
      },
      
      {
        "@type": "Organization",
        "name": "Cloudflare",
        "url": "https://turingwire.com/companies/cloudflare/",
        "identifier": "cloudflare"
      },
      
      {
        "@type": "Organization",
        "name": "Cognition",
        "url": "https://turingwire.com/companies/cognition/",
        "identifier": "cognition"
      },
      
      {
        "@type": "Organization",
        "name": "Coinbase",
        "url": "https://turingwire.com/companies/coinbase/",
        "identifier": "coinbase"
      },
      
      {
        "@type": "Organization",
        "name": "CopilotKit",
        "url": "https://turingwire.com/companies/copilotkit/",
        "identifier": "copilotkit"
      },
      
      {
        "@type": "Organization",
        "name": "CoreWeave",
        "url": "https://turingwire.com/companies/coreweave/",
        "identifier": "coreweave"
      },
      
      {
        "@type": "Organization",
        "name": "Datadog",
        "url": "https://turingwire.com/companies/datadog/",
        "identifier": "datadog"
      },
      
      {
        "@type": "Organization",
        "name": "DeepSeek",
        "url": "https://turingwire.com/companies/deepseek/",
        "identifier": "deepseek"
      },
      
      {
        "@type": "Organization",
        "name": "DoorDash",
        "url": "https://turingwire.com/companies/doordash/",
        "identifier": "doordash"
      },
      
      {
        "@type": "Organization",
        "name": "ElevenLabs",
        "url": "https://turingwire.com/companies/elevenlabs/",
        "identifier": "elevenlabs"
      },
      
      {
        "@type": "Organization",
        "name": "Ethos",
        "url": "https://turingwire.com/companies/ethos/",
        "identifier": "ethos"
      },
      
      {
        "@type": "Organization",
        "name": "Firestorm Labs",
        "url": "https://turingwire.com/companies/firestorm-labs/",
        "identifier": "firestorm-labs"
      },
      
      {
        "@type": "Organization",
        "name": "Founders Fund",
        "url": "https://turingwire.com/companies/founders-fund/",
        "identifier": "founders-fund"
      },
      
      {
        "@type": "Organization",
        "name": "Genesis AI",
        "url": "https://turingwire.com/companies/genesis-ai/",
        "identifier": "genesis-ai"
      },
      
      {
        "@type": "Organization",
        "name": "Goodfire",
        "url": "https://turingwire.com/companies/goodfire/",
        "identifier": "goodfire"
      },
      
      {
        "@type": "Organization",
        "name": "Google DeepMind",
        "url": "https://turingwire.com/companies/google-deepmind/",
        "identifier": "google-deepmind"
      },
      
      {
        "@type": "Organization",
        "name": "Google",
        "url": "https://turingwire.com/companies/google/",
        "identifier": "google"
      },
      
      {
        "@type": "Organization",
        "name": "HubSpot",
        "url": "https://turingwire.com/companies/hubspot/",
        "identifier": "hubspot"
      },
      
      {
        "@type": "Organization",
        "name": "Hugging Face",
        "url": "https://turingwire.com/companies/hugging-face/",
        "identifier": "hugging-face"
      },
      
      {
        "@type": "Organization",
        "name": "IBM",
        "url": "https://turingwire.com/companies/ibm/",
        "identifier": "ibm"
      },
      
      {
        "@type": "Organization",
        "name": "Intel",
        "url": "https://turingwire.com/companies/intel/",
        "identifier": "intel"
      },
      
      {
        "@type": "Organization",
        "name": "Krutrim",
        "url": "https://turingwire.com/companies/krutrim/",
        "identifier": "krutrim"
      },
      
      {
        "@type": "Organization",
        "name": "KuaiShou",
        "url": "https://turingwire.com/companies/kuaishou/",
        "identifier": "kuaishou"
      },
      
      {
        "@type": "Organization",
        "name": "Match Group",
        "url": "https://turingwire.com/companies/match-group/",
        "identifier": "match-group"
      },
      
      {
        "@type": "Organization",
        "name": "Meta",
        "url": "https://turingwire.com/companies/meta/",
        "identifier": "meta"
      },
      
      {
        "@type": "Organization",
        "name": "Microsoft",
        "url": "https://turingwire.com/companies/microsoft/",
        "identifier": "microsoft"
      },
      
      {
        "@type": "Organization",
        "name": "MiniMax",
        "url": "https://turingwire.com/companies/minimax/",
        "identifier": "minimax"
      },
      
      {
        "@type": "Organization",
        "name": "Mistral",
        "url": "https://turingwire.com/companies/mistral/",
        "identifier": "mistral"
      },
      
      {
        "@type": "Organization",
        "name": "Moonshot AI",
        "url": "https://turingwire.com/companies/moonshot-ai/",
        "identifier": "moonshot-ai"
      },
      
      {
        "@type": "Organization",
        "name": "Mozilla",
        "url": "https://turingwire.com/companies/mozilla/",
        "identifier": "mozilla"
      },
      
      {
        "@type": "Organization",
        "name": "null",
        "url": "https://turingwire.com/companies/null/",
        "identifier": "null"
      },
      
      {
        "@type": "Organization",
        "name": "NVIDIA",
        "url": "https://turingwire.com/companies/nvidia/",
        "identifier": "nvidia"
      },
      
      {
        "@type": "Organization",
        "name": "OpenAI",
        "url": "https://turingwire.com/companies/openai/",
        "identifier": "openai"
      },
      
      {
        "@type": "Organization",
        "name": "Oracle",
        "url": "https://turingwire.com/companies/oracle/",
        "identifier": "oracle"
      },
      
      {
        "@type": "Organization",
        "name": "Palantir",
        "url": "https://turingwire.com/companies/palantir/",
        "identifier": "palantir"
      },
      
      {
        "@type": "Organization",
        "name": "Parallel Web Systems",
        "url": "https://turingwire.com/companies/parallel-web-systems/",
        "identifier": "parallel-web-systems"
      },
      
      {
        "@type": "Organization",
        "name": "PayPal",
        "url": "https://turingwire.com/companies/paypal/",
        "identifier": "paypal"
      },
      
      {
        "@type": "Organization",
        "name": "Perplexity",
        "url": "https://turingwire.com/companies/perplexity/",
        "identifier": "perplexity"
      },
      
      {
        "@type": "Organization",
        "name": "Pinterest",
        "url": "https://turingwire.com/companies/pinterest/",
        "identifier": "pinterest"
      },
      
      {
        "@type": "Organization",
        "name": "Pit",
        "url": "https://turingwire.com/companies/pit/",
        "identifier": "pit"
      },
      
      {
        "@type": "Organization",
        "name": "PLOS",
        "url": "https://turingwire.com/companies/plos/",
        "identifier": "plos"
      },
      
      {
        "@type": "Organization",
        "name": "Polymarket",
        "url": "https://turingwire.com/companies/polymarket/",
        "identifier": "polymarket"
      },
      
      {
        "@type": "Organization",
        "name": "Reddit",
        "url": "https://turingwire.com/companies/reddit/",
        "identifier": "reddit"
      },
      
      {
        "@type": "Organization",
        "name": "Runway",
        "url": "https://turingwire.com/companies/runway/",
        "identifier": "runway"
      },
      
      {
        "@type": "Organization",
        "name": "Salesforce",
        "url": "https://turingwire.com/companies/salesforce/",
        "identifier": "salesforce"
      },
      
      {
        "@type": "Organization",
        "name": "SAP",
        "url": "https://turingwire.com/companies/sap/",
        "identifier": "sap"
      },
      
      {
        "@type": "Organization",
        "name": "Scale AI",
        "url": "https://turingwire.com/companies/scale-ai/",
        "identifier": "scale-ai"
      },
      
      {
        "@type": "Organization",
        "name": "ServiceNow",
        "url": "https://turingwire.com/companies/servicenow/",
        "identifier": "servicenow"
      },
      
      {
        "@type": "Organization",
        "name": "Shopify",
        "url": "https://turingwire.com/companies/shopify/",
        "identifier": "shopify"
      },
      
      {
        "@type": "Organization",
        "name": "Sierra",
        "url": "https://turingwire.com/companies/sierra/",
        "identifier": "sierra"
      },
      
      {
        "@type": "Organization",
        "name": "Snap",
        "url": "https://turingwire.com/companies/snap/",
        "identifier": "snap"
      },
      
      {
        "@type": "Organization",
        "name": "SoftBank",
        "url": "https://turingwire.com/companies/softbank/",
        "identifier": "softbank"
      },
      
      {
        "@type": "Organization",
        "name": "SpaceX",
        "url": "https://turingwire.com/companies/spacex/",
        "identifier": "spacex"
      },
      
      {
        "@type": "Organization",
        "name": "Standard Intelligence",
        "url": "https://turingwire.com/companies/standard-intelligence/",
        "identifier": "standard-intelligence"
      },
      
      {
        "@type": "Organization",
        "name": "Starcloud",
        "url": "https://turingwire.com/companies/starcloud/",
        "identifier": "starcloud"
      },
      
      {
        "@type": "Organization",
        "name": "Stripe",
        "url": "https://turingwire.com/companies/stripe/",
        "identifier": "stripe"
      },
      
      {
        "@type": "Organization",
        "name": "T-Mobile",
        "url": "https://turingwire.com/companies/t-mobile/",
        "identifier": "t-mobile"
      },
      
      {
        "@type": "Organization",
        "name": "TSMC",
        "url": "https://turingwire.com/companies/tsmc/",
        "identifier": "tsmc"
      },
      
      {
        "@type": "Organization",
        "name": "Ubuntu",
        "url": "https://turingwire.com/companies/ubuntu/",
        "identifier": "ubuntu"
      },
      
      {
        "@type": "Organization",
        "name": "UiPath",
        "url": "https://turingwire.com/companies/uipath/",
        "identifier": "uipath"
      },
      
      {
        "@type": "Organization",
        "name": "Wonder",
        "url": "https://turingwire.com/companies/wonder/",
        "identifier": "wonder"
      },
      
      {
        "@type": "Organization",
        "name": "X",
        "url": "https://turingwire.com/companies/x/",
        "identifier": "x"
      },
      
      {
        "@type": "Organization",
        "name": "xAI",
        "url": "https://turingwire.com/companies/xai/",
        "identifier": "xai"
      },
      
      {
        "@type": "Organization",
        "name": "Xingchen AGI Lab",
        "url": "https://turingwire.com/companies/xingchen-agi-lab/",
        "identifier": "xingchen-agi-lab"
      }
      
    ]
  },

  "stories": [
    
    {
      "@type": "Article",
      "@id": "https://turingwire.com/story/xai-trained-on-openai/",
      "headline": "Did xAI train Grok on OpenAI models?",
      "description": "Multiple outlets report Elon Musk acknowledged xAI used OpenAI models during early Grok training. Sources diverge on scope, timing, and whether the practice violated OpenAI's terms of service.",
      "datePublished": "2026-05-01T09:00:00+00:00",
      "dateModified": "2026-05-02T14:00:00+00:00",
      "trustScore": 0.62,
      "about": [
        
        { "@type": "Organization", "name": "xAI", "identifier": "xai" },
        
        { "@type": "Organization", "name": "OpenAI", "identifier": "openai" }
        
      ],
      "claims": [
        
        {
          "text": "Elon Musk publicly acknowledged that xAI used OpenAI models during early Grok training.",
          "status": "corroborated",
          "confidence": 0.92,
          "supportingCount": 3,
          "contradictingCount": 0
        },
        
        {
          "text": "The use was limited to bootstrapping evaluations, not direct fine-tuning on OpenAI outputs.",
          "status": "disputed",
          "confidence": 0.55,
          "supportingCount": 1,
          "contradictingCount": 2
        },
        
        {
          "text": "OpenAI is considering a formal legal review of competitor training practices.",
          "status": "single_source",
          "confidence": 0.5,
          "supportingCount": 1,
          "contradictingCount": 0
        },
        
        {
          "text": "xAI's terms-of-service compliance during training has not been independently audited.",
          "status": "corroborated",
          "confidence": 0.8,
          "supportingCount": 3,
          "contradictingCount": 0
        }
        
      ],
      "citations": [
        
        {
          "name": "Elon Musk admits xAI used OpenAI models — sparks debate over AI training ethics",
          "url": "https://example.com/article-a",
          "publisher": "TechCrunch"
        },
        
        {
          "name": "Elon Musk admits xAI used OpenAI models to train Grok during early development",
          "url": "https://example.com/article-b",
          "publisher": "The Verge"
        },
        
        {
          "name": "Elon Musk says xAI partly used OpenAI models in AI training pipeline",
          "url": "https://example.com/article-c",
          "publisher": "Reuters"
        },
        
        {
          "name": "OpenAI considers legal review of competitor training practices",
          "url": "https://example.com/article-d",
          "publisher": "The Information"
        }
        
      ]
    },
    
    {
      "@type": "Article",
      "@id": "https://turingwire.com/story/atlassian-ai-search-revenue/",
      "headline": "Atlassian's AI search bump: how big is it really?",
      "description": "Atlassian shares jumped roughly 25% after the company linked an earnings beat to AI-powered search features in Rovo. The size of the AI-attributable revenue, however, comes only from the company itself.",
      "datePublished": "2026-05-01T12:00:00+00:00",
      "dateModified": "2026-05-01T18:00:00+00:00",
      "trustScore": 0.84,
      "about": [
        
        { "@type": "Organization", "name": "Atlassian", "identifier": "atlassian" }
        
      ],
      "claims": [
        
        {
          "text": "Atlassian shares rose approximately 25% after the earnings release.",
          "status": "corroborated",
          "confidence": 0.95,
          "supportingCount": 3,
          "contradictingCount": 0
        },
        
        {
          "text": "The company attributes the upside to AI-powered search inside Rovo.",
          "status": "corroborated",
          "confidence": 0.9,
          "supportingCount": 3,
          "contradictingCount": 0
        },
        
        {
          "text": "AI features drove a specific, quantified share of new ARR.",
          "status": "single_source",
          "confidence": 0.45,
          "supportingCount": 1,
          "contradictingCount": 0
        },
        
        {
          "text": "The revenue figures attributed to AI features have been independently audited.",
          "status": "disputed",
          "confidence": 0.3,
          "supportingCount": 0,
          "contradictingCount": 1
        }
        
      ],
      "citations": [
        
        {
          "name": "Atlassian shares jump nearly 25% as AI search boosts product",
          "url": "https://example.com/atlassian-1",
          "publisher": "CNBC"
        },
        
        {
          "name": "Atlassian Q3: Rovo and AI search drive guidance raise",
          "url": "https://example.com/atlassian-2",
          "publisher": "Seeking Alpha"
        },
        
        {
          "name": "Atlassian beats expectations as AI features convert",
          "url": "https://example.com/atlassian-3",
          "publisher": "Bloomberg"
        }
        
      ]
    }
    
  ],

  "articles": [
    
    
    {
      "@type": "NewsArticle",
      "@id": "https://turingwire.com/post/2026/05/08/2026-05-04-a-second-order-method-on-the-stiefel-manifold-via-newton-uni/",
      "headline": null,
      "datePublished": "2026-05-08T20:36:34+00:00",
      "impact": "notable",
      "category": "other",
      "about": [
        
        
      ],
      "citation": {
        "@type": "CreativeWork",
        "name": "",
        "url": ""
      }
    },
    
    {
      "@type": "NewsArticle",
      "@id": "https://turingwire.com/post/2026/05/08/intels-comeback-story-is-even-wilder-than-it-seems/",
      "headline": "Intel’s comeback story is even wilder than it seems",
      "datePublished": "2026-05-08T20:02:52+00:00",
      "impact": "major",
      "category": "other",
      "about": [
        { "@type": "Organization", "name": "Intel", "identifier": "intel" }
        
      ],
      "citation": {
        "@type": "CreativeWork",
        "name": "TechCrunch AI",
        "url": "https://techcrunch.com/2026/05/08/intels-comeback-story-is-even-wilder-than-it-seems/"
      }
    },
    
    {
      "@type": "NewsArticle",
      "@id": "https://turingwire.com/post/2026/05/08/exclusive-salesforce-chief-communications-officer-to-depart/",
      "headline": "Exclusive: Salesforce Chief Communications Officer to Depart",
      "datePublished": "2026-05-08T19:02:21+00:00",
      "impact": "minor",
      "category": "hiring_org_changes",
      "about": [
        { "@type": "Organization", "name": "Salesforce", "identifier": "salesforce" }
        
      ],
      "citation": {
        "@type": "CreativeWork",
        "name": "The Information (headlines)",
        "url": "https://www.theinformation.com/briefings/exclusive-salesforce-chief-communications-officer-depart"
      }
    },
    
    {
      "@type": "NewsArticle",
      "@id": "https://turingwire.com/post/2026/05/08/cloudflare-says-ai-made-1100-jobs-obsolete-even-as-revenue-h/",
      "headline": "Cloudflare says AI made 1,100 jobs obsolete, even as revenue hit a record high",
      "datePublished": "2026-05-08T18:33:21+00:00",
      "impact": "major",
      "category": "hiring_org_changes",
      "about": [
        { "@type": "Organization", "name": "Cloudflare", "identifier": "cloudflare" }
        
      ],
      "citation": {
        "@type": "CreativeWork",
        "name": "TechCrunch AI",
        "url": "https://techcrunch.com/2026/05/08/cloudflare-says-ai-made-1100-jobs-obsolete-even-as-revenue-hit-a-record-high/"
      }
    },
    
    {
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