evidence/entities.json

{"status": "ok", "outputs": {"generated_at": "2026-10-03T03:35:06+00:00", "entities_considered": 124, "components_scanned": 117, "errors": [], "entities": [{"key": "openai", "name": "openai", "domains": ["openai.com"], "mind_observations": 7294, "dataset_count": 71, "row_mentions": 9947, "datasets": {"agent-incidents": 7714, "agent-drift": 360, "agent-benchmarks-v2": 345, "agent-models": 235, "agent-sentiment": 154, "agent-policydrift": 147, "agent-regulations": 95, "agent-regulatoryfines": 63, "agent-safety": 63, "agent-compensation": 62, "agent-funding": 61, "agent-trainingcost": 61, "agent-supplychain": 59, "agent-tools": 53, "agent-surface": 50, "agent-executive-moves": 43, "agent-pricing-v2": 42, "agent-cve": 39, "agent-acquisitions": 35, "agent-releases": 31, "agent-github-ai": 25, "agent-research": 25, "agent-outages": 18, "agent-attest": 16, "agent-oracle": 16, "agent-domains": 15, "agent-lawsuits": 9, "agent-mcp-registry": 9, "agent-changelog": 6, "agent-ghost": 6, "agent-salary-live": 6, "agent-standards": 5, "agent-stars": 5, "agent-controversies": 4, "agent-pricing": 4, "agent-consumer": 3, "agent-ethics": 3, "agent-inference": 3, "agent-leads": 3, "agent-lobbying": 3, "agent-opensource": 3, "agent-techstack": 3, "agent-valuations": 3, "agent-carbon": 3, "agent-api-pricing": 2, "agent-apistatus": 2, "agent-benchmarks": 2, "agent-chips": 2, "agent-contracts": 2, "agent-deployments": 2, "agent-hf-trending": 2, "agent-papers": 2, "agent-procurement": 2, "agent-ratelimits": 2, "agent-tokenomics": 2, "agent-economy": 2, "agent-canary": 1, "agent-domain-expiry": 1, "agent-energy": 1, "agent-exec-moves": 1, "agent-jobs": 1, "agent-latency": 1, "agent-launches": 1, "agent-partnerships": 1, "agent-quantum": 1, "agent-reg-fines": 1, "agent-security": 1, "agent-talent-flow": 1, "agent-wayback-prices": 1, "agent-lobbying-money": 1, "agent-synthetic-data": 1}, "surface": {"score": 30, "llms_txt": false, "agent_card": false, "blocks": []}}, {"key": "anthropic", "name": "anthropic", "domains": ["anthropic.com"], "mind_observations": 2357, "dataset_count": 65, "row_mentions": 2681, "datasets": {"agent-jobs": 802, "agent-incidents": 644, "agent-benchmarks-v2": 184, "agent-policydrift": 140, "agent-models": 109, "agent-sentiment": 102, "agent-regulations": 96, "agent-tools": 59, "agent-funding": 55, "agent-surface": 50, "agent-supplychain": 40, "agent-compensation": 38, "agent-regulatoryfines": 38, "agent-safety": 38, "agent-trainingcost": 38, "agent-executive-moves": 28, "agent-pricing-v2": 28, "agent-attest": 16, "agent-github-ai": 16, "agent-oracle": 16, "agent-outages": 16, "agent-domains": 15, "agent-cve": 14, "agent-acquisitions": 9, "agent-changelog": 7, "agent-releases": 7, "agent-lawsuits": 6, "agent-research": 5, "agent-salary-live": 5, "agent-chips": 4, "agent-ghost": 4, "agent-standards": 4, "agent-leads": 3, "agent-apistatus": 2, "agent-benchmarks": 2, "agent-contracts": 2, "agent-enterprise": 2, "agent-exec-moves": 2, "agent-failures": 2, "agent-legal-intel": 2, "agent-opensource": 2, "agent-pricing": 2, "agent-ratelimits": 2, "agent-techstack": 2, "agent-valuations": 2, "agent-carbon": 2, "agent-api-pricing": 1, "agent-canary": 1, "agent-controversies": 1, "agent-deployments": 1, "agent-domain-expiry": 1, "agent-ethics": 1, "agent-latency": 1, "agent-launches": 1, "agent-papers": 1, "agent-partnerships": 1, "agent-prompts": 1, "agent-quantum": 1, "agent-stars": 1, "agent-supply": 1, "agent-tokenomics": 1, "agent-wayback-prices": 1, "agent-lobbying-money": 1, "agent-economy": 1, "agent-mcp-registry": 1}, "surface": {"score": 30, "llms_txt": false, "agent_card": false, "blocks": []}}, {"key": "google", "name": "google", "domains": [], "mind_observations": 797, "dataset_count": 58, "row_mentions": 1953, "datasets": {"agent-incidents": 792, "agent-models": 194, "agent-benchmarks-v2": 138, "agent-temp0": 129, "agent-regulations": 79, "agent-tools": 78, "agent-sentiment": 66, "agent-policydrift": 65, "agent-mcp-registry": 49, "agent-funding": 39, "agent-acquisitions": 34, "agent-pricing-v2": 28, "agent-regulatoryfines": 27, "agent-research": 25, "agent-compensation": 24, "agent-safety": 24, "agent-trainingcost": 24, "agent-supplychain": 23, "agent-oracle": 16, "agent-executive-moves": 12, "agent-water-nexus": 8, "agent-lawsuits": 6, "agent-stars": 5, "agent-chips": 4, "agent-legal-intel": 4, "agent-opensource": 4, "agent-pricing": 4, "agent-reclaim": 4, "agent-consumer": 3, "agent-inference": 3, "agent-apistatus": 2, "agent-changelog": 2, "agent-energy": 2, "agent-failures": 2, "agent-github-ai": 2, "agent-jobs": 2, "agent-leads": 2, "agent-procurement": 2, "agent-standards": 2, "agent-talent": 2, "agent-valuations": 2, "agent-lobbying-money": 2, "agent-salary-live": 2, "agent-carbon": 2, "agent-api-pricing": 1, "agent-contracts": 1, "agent-controversies": 1, "agent-enterprise": 1, "agent-exec-moves": 1, "agent-hf-trending": 1, "agent-latency": 1, "agent-launches": 1, "agent-layoffs": 1, "agent-outages": 1, "agent-quantum": 1, "agent-reg-fines": 1, "agent-space-compute": 1, "agent-retractions": 1}, "surface": null}, {"key": "github", "name": "github", "domains": ["github.com"], "mind_observations": 173, "dataset_count": 46, "row_mentions": 7917, "datasets": {"agent-incidents": 2611, "agent-mcp-registry": 1489, "agent-models": 815, "agent-outages": 686, "agent-tools": 405, "agent-research": 304, "agent-regulations": 265, "agent-releases": 202, "agent-github-ai": 169, "agent-compensation": 93, "agent-regulatoryfines": 93, "agent-safety": 91, "agent-supplychain": 91, "agent-trainingcost": 91, "agent-funding": 86, "agent-opensource": 82, "agent-surface": 50, "agent-acquisitions": 49, "agent-standards": 38, "agent-protocol-watch": 35, "agent-sentiment": 24, "agent-executive-moves": 22, "agent-inference": 21, "agent-pricing": 20, "agent-failures": 11, "agent-consumer": 10, "agent-enterprise": 10, "agent-orphan-adoption": 8, "agent-chips": 7, "agent-sovereign": 6, "agent-valuations": 6, "agent-cve": 4, "agent-reclaim": 4, "agent-compute-energy": 2, "agent-controversies": 2, "agent-energy": 2, "agent-leads": 2, "agent-legal-intel": 2, "agent-talent": 2, "agent-benchmarks": 1, "agent-deployments": 1, "agent-hnjobs": 1, "agent-lobbying": 1, "agent-military": 1, "agent-reddit-mentions": 1, "agent-stars": 1}, "surface": {"score": 65, "llms_txt": true, "agent_card": false, "blocks": ["Bytespider"]}}, {"key": "meta", "name": "meta", "domains": [], "mind_observations": 568, "dataset_count": 44, "row_mentions": 619, "datasets": {"agent-incidents": 188, "agent-benchmarks-v2": 115, "agent-sentiment": 51, "agent-regulations": 24, "agent-tools": 20, "agent-models": 19, "agent-acquisitions": 17, "agent-changelog": 17, "agent-mcp-registry": 16, "agent-funding": 15, "agent-compensation": 14, "agent-regulatoryfines": 14, "agent-safety": 14, "agent-trainingcost": 14, "agent-research": 12, "agent-supplychain": 11, "agent-benchmarks": 7, "agent-enterprise": 6, "agent-executive-moves": 6, "agent-lawsuits": 4, "agent-earnings": 3, "agent-opensource": 3, "agent-consumer": 2, "agent-hf-trending": 2, "agent-inference": 2, "agent-media": 2, "agent-stars": 2, "agent-salary-live": 2, "agent-carbon": 2, "agent-controversies": 1, "agent-energy": 1, "agent-ethics": 1, "agent-exec-moves": 1, "agent-jobs": 1, "agent-layoffs": 1, "agent-leads": 1, "agent-legal-intel": 1, "agent-partnerships": 1, "agent-reg-fines": 1, "agent-releases": 1, "agent-water-nexus": 1, "agent-lobbying-money": 1, "agent-synthetic-data": 1, "agent-retractions": 1}, "surface": null}, {"key": "together", "name": "together", "domains": ["together.ai"], "mind_observations": 177, "dataset_count": 40, "row_mentions": 1361, "datasets": {"agent-incidents": 450, "agent-research": 325, "agent-policydrift": 102, "agent-compute-prices": 78, "agent-compute-arb": 54, "agent-models": 51, "agent-surface": 50, "agent-tools": 47, "agent-regulations": 30, "agent-legal-intel": 25, "agent-funding": 21, "agent-pricing-v2": 21, "agent-acquisitions": 12, "agent-compensation": 11, "agent-regulatoryfines": 11, "agent-safety": 11, "agent-supplychain": 11, "agent-trainingcost": 11, "agent-opensource": 4, "agent-trials": 4, "agent-arxiv": 3, "agent-energy-futures": 3, "agent-mcp-registry": 3, "agent-consumer": 2, "agent-domains": 2, "agent-failures": 2, "agent-inference": 2, "agent-pricing": 2, "agent-valuations": 2, "agent-chips": 1, "agent-domain-expiry": 1, "agent-energy": 1, "agent-energy-prices": 1, "agent-exec-moves": 1, "agent-github-ai": 1, "agent-military": 1, "agent-partnerships": 1, "agent-releases": 1, "agent-stars": 1, "agent-wayback-prices": 1}, "surface": {"score": 65, "llms_txt": true, "agent_card": false, "blocks": ["Google-Extended"]}}, {"key": "medium", "name": "medium.com", "domains": ["medium.com"], "mind_observations": 0, "dataset_count": 39, "row_mentions": 1578, "datasets": {"agent-tools": 943, "agent-incidents": 394, "agent-cve": 55, "agent-surface": 50, "agent-regulations": 34, "agent-research": 21, "agent-models": 19, "agent-funding": 8, "agent-reclaim": 7, "agent-inference": 4, "agent-contracts": 3, "agent-realestate": 3, "agent-water-nexus": 3, "agent-compensation": 2, "agent-failures": 2, "agent-pricing": 2, "agent-regulatoryfines": 2, "agent-safety": 2, "agent-trainingcost": 2, "agent-mcp-registry": 2, "agent-vanish": 2, "agent-acquisitions": 1, "agent-apistatus": 1, "agent-arxiv": 1, "agent-chips": 1, "agent-compute": 1, "agent-consumer": 1, "agent-deployments": 1, "agent-enterprise": 1, "agent-ethics": 1, "agent-opensource": 1, "agent-partnerships": 1, "agent-quantum": 1, "agent-security": 1, "agent-sentiment": 1, "agent-standards": 1, "agent-supplychain": 1, "agent-valuations": 1, "agent-retractions": 1}, "surface": {"score": 30, "llms_txt": false, "agent_card": false, "blocks": ["GPTBot", "ClaudeBot", "Bytespider", "Applebot-Extended", "meta-externalagent"]}}, {"key": "microsoft", "name": "Microsoft", "domains": [], "mind_observations": 228, "dataset_count": 35, "row_mentions": 425, "datasets": {"agent-incidents": 248, "agent-models": 23, "agent-acquisitions": 18, "agent-tools": 18, "agent-funding": 17, "agent-regulations": 16, "agent-research": 9, "agent-water-nexus": 7, "agent-regulatoryfines": 6, "agent-compensation": 5, "agent-releases": 5, "agent-safety": 5, "agent-supplychain": 5, "agent-trainingcost": 5, "agent-mcp-registry": 5, "agent-earnings": 3, "agent-executive-moves": 3, "agent-opensource": 3, "agent-consumer": 2, "agent-github-ai": 2, "agent-outages": 2, "agent-procurement": 2, "agent-sentiment": 2, "agent-stars": 2, "agent-vanish": 2, "agent-enterprise": 1, "agent-ethics": 1, "agent-exec-moves": 1, "agent-failures": 1, "agent-jobs": 1, "agent-lawsuits": 1, "agent-pricing": 1, "agent-space-compute": 1, "agent-lobbying-money": 1, "agent-salary-live": 1}, "surface": null}, {"key": "amazon", "name": "amazon", "domains": ["amazon.com"], "mind_observations": 180, "dataset_count": 34, "row_mentions": 290, "datasets": {"agent-incidents": 129, "agent-surface": 50, "agent-mcp-registry": 17, "agent-acquisitions": 14, "agent-regulations": 13, "agent-funding": 11, "agent-tools": 7, "agent-water-nexus": 6, "agent-research": 5, "agent-models": 4, "agent-sentiment": 3, "agent-compensation": 2, "agent-earnings": 2, "agent-legal-intel": 2, "agent-regulatoryfines": 2, "agent-safety": 2, "agent-supplychain": 2, "agent-trainingcost": 2, "agent-reclaim": 2, "agent-chips": 1, "agent-consumer": 1, "agent-domain-expiry": 1, "agent-energy-prices": 1, "agent-ethics": 1, "agent-lawsuits": 1, "agent-layoffs": 1, "agent-partnerships": 1, "agent-reg-fines": 1, "agent-space-compute": 1, "agent-standards": 1, "agent-talent": 1, "agent-lobbying-money": 1, "agent-synthetic-data": 1, "agent-retractions": 1}, "surface": {"score": 0, "llms_txt": false, "agent_card": false, "blocks": ["GPTBot", "ChatGPT-User", "OAI-SearchBot", "ClaudeBot", "Claude-User", "PerplexityBot", "Google-Extended", "CCBot", "Bytespider", "meta-externalagent"]}}, {"key": "apple", "name": "apple", "domains": [], "mind_observations": 10, "dataset_count": 33, "row_mentions": 570, "datasets": {"agent-incidents": 238, "agent-models": 60, "agent-tools": 47, "agent-releases": 36, "agent-mcp-registry": 31, "agent-regulations": 30, "agent-acquisitions": 19, "agent-funding": 12, "agent-compensation": 10, "agent-regulatoryfines": 10, "agent-safety": 10, "agent-supplychain": 10, "agent-trainingcost": 10, "agent-research": 8, "agent-opensource": 6, "agent-chips": 4, "agent-executive-moves": 3, "agent-inference": 3, "agent-lobbying": 3, "agent-pricing": 3, "agent-sentiment": 3, "agent-controversies": 2, "agent-lawsuits": 2, "agent-arxiv": 1, "agent-enterprise": 1, "agent-failures": 1, "agent-hf-trending": 1, "agent-legal-intel": 1, "agent-military": 1, "agent-talent": 1, "agent-water-nexus": 1, "agent-trials": 1, "agent-retractions": 1}, "surface": null}, {"key": "mistral", "name": "mistral", "domains": ["mistral.ai"], "mind_observations": 168, "dataset_count": 32, "row_mentions": 400, "datasets": {"agent-sentiment": 71, "agent-policydrift": 60, "agent-surface": 50, "agent-models": 43, "agent-incidents": 38, "agent-pricing-v2": 28, "agent-attest": 16, "agent-oracle": 16, "agent-domains": 15, "agent-research": 10, "agent-regulations": 7, "agent-funding": 6, "agent-releases": 4, "agent-acquisitions": 3, "agent-changelog": 3, "agent-compensation": 3, "agent-regulatoryfines": 3, "agent-safety": 3, "agent-supplychain": 3, "agent-tools": 3, "agent-trainingcost": 3, "agent-carbon": 2, "agent-apistatus": 1, "agent-contracts": 1, "agent-domain-expiry": 1, "agent-exec-moves": 1, "agent-executive-moves": 1, "agent-licenses": 1, "agent-opensource": 1, "agent-partnerships": 1, "agent-wayback-prices": 1, "agent-mcp-registry": 1}, "surface": {"score": 65, "llms_txt": true, "agent_card": false, "blocks": []}}, {"key": "nvidia", "name": "nvidia", "domains": [], "mind_observations": 131, "dataset_count": 31, "row_mentions": 408, "datasets": {"agent-incidents": 152, "agent-funding": 31, "agent-regulations": 30, "agent-research": 30, "agent-models": 27, "agent-tools": 25, "agent-supplychain": 15, "agent-acquisitions": 12, "agent-safety": 11, "agent-compensation": 10, "agent-trainingcost": 10, "agent-chips": 9, "agent-regulatoryfines": 9, "agent-github-ai": 6, "agent-temp0": 5, "agent-earnings": 3, "agent-hf-trending": 3, "agent-partnerships": 3, "agent-cve": 2, "agent-inference": 2, "agent-space-compute": 2, "agent-supply": 2, "agent-consumer": 1, "agent-executive-moves": 1, "agent-releases": 1, "agent-sentiment": 1, "agent-sovereign": 1, "agent-stars": 1, "agent-talent": 1, "agent-lobbying-money": 1, "agent-synthetic-data": 1}, "surface": null}, {"key": "math", "name": "MATH", "domains": [], "mind_observations": 12, "dataset_count": 27, "row_mentions": 767, "datasets": {"agent-research": 280, "agent-incidents": 129, "agent-benchmarks-v2": 115, "agent-temp0": 72, "agent-models": 69, "agent-regulations": 19, "agent-funding": 16, "agent-tools": 15, "agent-mcp-registry": 9, "agent-arxiv": 6, "agent-acquisitions": 4, "agent-controversies": 4, "agent-pricing": 4, "agent-compensation": 3, "agent-regulatoryfines": 3, "agent-safety": 3, "agent-supplychain": 3, "agent-trainingcost": 3, "agent-cve": 2, "agent-benchmarks": 1, "agent-consumer": 1, "agent-executive-moves": 1, "agent-military": 1, "agent-opensource": 1, "agent-sentiment": 1, "agent-valuations": 1, "agent-trials": 1}, "surface": null}, {"key": "deepseek", "name": "deepseek.com", "domains": ["deepseek.com"], "mind_observations": 0, "dataset_count": 27, "row_mentions": 333, "datasets": {"agent-incidents": 98, "agent-models": 73, "agent-surface": 50, "agent-tools": 23, "agent-research": 15, "agent-regulations": 13, "agent-funding": 11, "agent-github-ai": 11, "agent-compensation": 3, "agent-hf-trending": 3, "agent-regulatoryfines": 3, "agent-safety": 3, "agent-stars": 3, "agent-supplychain": 3, "agent-trainingcost": 3, "agent-acquisitions": 2, "agent-chips": 2, "agent-failures": 2, "agent-opensource": 2, "agent-pricing": 2, "agent-mcp-registry": 2, "agent-consumer": 1, "agent-controversies": 1, "agent-domain-expiry": 1, "agent-energy": 1, "agent-releases": 1, "agent-talent": 1}, "surface": {"score": 30, "llms_txt": false, "agent_card": false, "blocks": []}}, {"key": "cloudflare", "name": "cloudflare", "domains": ["cloudflare.com"], "mind_observations": 173, "dataset_count": 25, "row_mentions": 943, "datasets": {"agent-outages": 685, "agent-incidents": 123, "agent-surface": 50, "agent-models": 17, "agent-domains": 14, "agent-regulations": 12, "agent-funding": 10, "agent-tools": 6, "agent-acquisitions": 3, "agent-benchmarks": 2, "agent-compensation": 2, "agent-domain-expiry": 2, "agent-hf-trending": 2, "agent-regulatoryfines": 2, "agent-safety": 2, "agent-trainingcost": 2, "agent-consumer": 1, "agent-failures": 1, "agent-hnjobs": 1, "agent-opensource": 1, "agent-pricing": 1, "agent-quantum": 1, "agent-supplychain": 1, "agent-valuations": 1, "agent-mcp-registry": 1}, "surface": {"score": 100, "llms_txt": true, "agent_card": true, "blocks": []}}, {"key": "target", "name": "target.com", "domains": ["target.com"], "mind_observations": 0, "dataset_count": 25, "row_mentions": 908, "datasets": {"agent-research": 405, "agent-incidents": 335, "agent-surface": 50, "agent-models": 20, "agent-vanish": 16, "agent-trials": 14, "agent-tools": 13, "agent-arxiv": 9, "agent-acquisitions": 7, "agent-regulations": 6, "agent-funding": 5, "agent-compensation": 3, "agent-regulatoryfines": 3, "agent-safety": 3, "agent-supplychain": 3, "agent-trainingcost": 3, "agent-retractions": 3, "agent-releases": 2, "agent-sentiment": 2, "agent-cve": 1, "agent-enterprise": 1, "agent-failures": 1, "agent-legal-intel": 1, "agent-opensource": 1, "agent-mcp-registry": 1}, "surface": {"score": 65, "llms_txt": true, "agent_card": false, "blocks": []}}, {"key": "reddit", "name": "reddit.com", "domains": ["reddit.com"], "mind_observations": 0, "dataset_count": 25, "row_mentions": 355, "datasets": {"agent-incidents": 151, "agent-surface": 50, "agent-models": 28, "agent-reddit-mentions": 25, "agent-mcp-registry": 13, "agent-tools": 12, "agent-regulations": 11, "agent-compensation": 7, "agent-regulatoryfines": 7, "agent-safety": 7, "agent-supplychain": 7, "agent-trainingcost": 7, "agent-research": 6, "agent-acquisitions": 3, "agent-funding": 3, "agent-github-ai": 3, "agent-pricing": 3, "agent-sentiment": 3, "agent-consumer": 2, "agent-talent": 2, "agent-enterprise": 1, "agent-failures": 1, "agent-inference": 1, "agent-lawsuits": 1, "agent-opensource": 1}, "surface": {"score": 30, "llms_txt": false, "agent_card": false, "blocks": []}}, {"key": "wikipedia", "name": "wikipedia.org", "domains": ["wikipedia.org"], "mind_observations": 0, "dataset_count": 25, "row_mentions": 177, "datasets": {"agent-incidents": 65, "agent-surface": 50, "agent-models": 11, "agent-research": 8, "agent-chips": 6, "agent-regulations": 6, "agent-funding": 5, "agent-mcp-registry": 4, "agent-tools": 3, "agent-acquisitions": 2, "agent-controversies": 2, "agent-energy": 2, "agent-arxiv": 1, "agent-compensation": 1, "agent-consumer": 1, "agent-energy-prices": 1, "agent-enterprise": 1, "agent-inference": 1, "agent-opensource": 1, "agent-pricing": 1, "agent-regulatoryfines": 1, "agent-safety": 1, "agent-sovereign": 1, "agent-supplychain": 1, "agent-trainingcost": 1}, "surface": {"score": 30, "llms_txt": false, "agent_card": false, "blocks": []}}, {"key": "groq", "name": "groq", "domains": ["groq.com"], "mind_observations": 664, "dataset_count": 24, "row_mentions": 7934, "datasets": {"agent-incidents": 6921, "agent-drift": 780, "agent-policydrift": 56, "agent-surface": 50, "agent-pricing-v2": 28, "agent-attest": 16, "agent-oracle": 16, "agent-outages": 16, "agent-wayback-prices": 16, "agent-domains": 15, "agent-models": 3, "agent-funding": 2, "agent-leads": 2, "agent-carbon": 2, "agent-reclaim": 2, "agent-canary": 1, "agent-changelog": 1, "agent-contracts": 1, "agent-domain-expiry": 1, "agent-github-ai": 1, "agent-regulations": 1, "agent-neuromorphic": 1, "agent-salary-live": 1, "agent-mcp-registry": 1}, "surface": {"score": 30, "llms_txt": false, "agent_card": false, "blocks": []}}, {"key": "hi hn", "name": "Hi HN", "domains": [], "mind_observations": 2, "dataset_count": 24, "row_mentions": 1518, "datasets": {"agent-incidents": 929, "agent-tools": 124, "agent-models": 115, "agent-regulations": 86, "agent-funding": 47, "agent-regulatoryfines": 30, "agent-safety": 30, "agent-supplychain": 30, "agent-compensation": 29, "agent-trainingcost": 29, "agent-acquisitions": 27, "agent-opensource": 9, "agent-pricing": 8, "agent-chips": 4, "agent-consumer": 4, "agent-enterprise": 3, "agent-failures": 3, "agent-inference": 3, "agent-talent": 3, "agent-compute-energy": 1, "agent-controversies": 1, "agent-energy": 1, "agent-partnerships": 1, "agent-valuations": 1}, "surface": null}, {"key": "vercel", "name": "vercel", "domains": ["vercel.com"], "mind_observations": 173, "dataset_count": 23, "row_mentions": 995, "datasets": {"agent-outages": 685, "agent-incidents": 145, "agent-surface": 50, "agent-tools": 25, "agent-models": 24, "agent-mcp-registry": 18, "agent-regulations": 17, "agent-funding": 9, "agent-opensource": 5, "agent-acquisitions": 3, "agent-standards": 2, "agent-chips": 1, "agent-compensation": 1, "agent-controversies": 1, "agent-energy": 1, "agent-enterprise": 1, "agent-partnerships": 1, "agent-regulatoryfines": 1, "agent-safety": 1, "agent-sentiment": 1, "agent-supplychain": 1, "agent-trainingcost": 1, "agent-valuations": 1}, "surface": {"score": 65, "llms_txt": true, "agent_card": false, "blocks": []}}, {"key": "stability", "name": "stability", "domains": [], "mind_observations": 85, "dataset_count": 23, "row_mentions": 294, "datasets": {"agent-research": 125, "agent-incidents": 104, "agent-trials": 14, "agent-regulations": 9, "agent-retractions": 9, "agent-models": 6, "agent-tools": 4, "agent-vanish": 3, "agent-acquisitions": 2, "agent-arxiv": 2, "agent-energy-prices": 2, "agent-funding": 2, "agent-legal-intel": 2, "agent-compensation": 1, "agent-consumer": 1, "agent-domain-expiry": 1, "agent-exec-moves": 1, "agent-regulatoryfines": 1, "agent-safety": 1, "agent-security": 1, "agent-supplychain": 1, "agent-techstack": 1, "agent-trainingcost": 1}, "surface": null}, {"key": "stable", "name": "stable", "domains": [], "mind_observations": 3, "dataset_count": 22, "row_mentions": 463, "datasets": {"agent-research": 177, "agent-incidents": 160, "agent-oracle": 62, "agent-models": 11, "agent-releases": 10, "agent-tools": 7, "agent-vanish": 6, "agent-trials": 6, "agent-funding": 5, "agent-energy-prices": 3, "agent-regulations": 3, "agent-licenses": 2, "agent-water-nexus": 2, "agent-acquisitions": 1, "agent-arxiv": 1, "agent-controversies": 1, "agent-legal-intel": 1, "agent-regulatoryfines": 1, "agent-safety": 1, "agent-valuations": 1, "agent-mcp-registry": 1, "agent-retractions": 1}, "surface": null}, {"key": "ollama", "name": "ollama", "domains": [], "mind_observations": 60, "dataset_count": 22, "row_mentions": 400, "datasets": {"agent-incidents": 156, "agent-models": 75, "agent-drift": 60, "agent-cve": 20, "agent-canary": 17, "agent-tools": 15, "agent-releases": 10, "agent-regulations": 8, "agent-github-ai": 5, "agent-funding": 4, "agent-research": 4, "agent-compensation": 3, "agent-opensource": 3, "agent-regulatoryfines": 3, "agent-safety": 3, "agent-stars": 3, "agent-supplychain": 3, "agent-trainingcost": 3, "agent-inference": 2, "agent-acquisitions": 1, "agent-chips": 1, "agent-consumer": 1}, "surface": null}, {"key": "beta", "name": "beta", "domains": [], "mind_observations": 2, "dataset_count": 22, "row_mentions": 265, "datasets": {"agent-incidents": 136, "agent-models": 22, "agent-tools": 20, "agent-releases": 12, "agent-regulations": 11, "agent-research": 9, "agent-trials": 9, "agent-mcp-registry": 7, "agent-funding": 5, "agent-acquisitions": 4, "agent-vanish": 4, "agent-compensation": 3, "agent-opensource": 3, "agent-pricing": 3, "agent-regulatoryfines": 3, "agent-safety": 3, "agent-supplychain": 3, "agent-trainingcost": 3, "agent-retractions": 2, "agent-enterprise": 1, "agent-inference": 1, "agent-lobbying": 1}, "surface": null}, {"key": "huggingface", "name": "huggingface", "domains": ["huggingface.co"], "mind_observations": 113, "dataset_count": 21, "row_mentions": 2086, "datasets": {"agent-models": 1848, "agent-incidents": 113, "agent-surface": 50, "agent-cve": 17, "agent-releases": 10, "agent-research": 10, "agent-regulations": 8, "agent-tools": 4, "agent-mcp-registry": 4, "agent-compensation": 3, "agent-safety": 3, "agent-supplychain": 3, "agent-domains": 2, "agent-funding": 2, "agent-regulatoryfines": 2, "agent-trainingcost": 2, "agent-benchmarks": 1, "agent-github-ai": 1, "agent-lobbying": 1, "agent-stars": 1, "agent-valuations": 1}, "surface": {"score": 30, "llms_txt": false, "agent_card": false, "blocks": []}}, {"key": "langchain", "name": "langchain.com", "domains": ["langchain.com"], "mind_observations": 0, "dataset_count": 21, "row_mentions": 293, "datasets": {"agent-incidents": 149, "agent-surface": 50, "agent-releases": 26, "agent-cve": 14, "agent-mcp-registry": 14, "agent-github-ai": 6, "agent-models": 6, "agent-regulations": 6, "agent-tools": 6, "agent-funding": 3, "agent-domains": 2, "agent-stars": 2, "agent-acquisitions": 1, "agent-compensation": 1, "agent-domain-expiry": 1, "agent-hnjobs": 1, "agent-regulatoryfines": 1, "agent-safety": 1, "agent-supplychain": 1, "agent-techstack": 1, "agent-trainingcost": 1}, "surface": {"score": 30, "llms_txt": false, "agent_card": false, "blocks": []}}, {"key": "nytimes", "name": "nytimes.com", "domains": ["nytimes.com"], "mind_observations": 0, "dataset_count": 21, "row_mentions": 255, "datasets": {"agent-incidents": 63, "agent-surface": 50, "agent-regulations": 22, "agent-compensation": 13, "agent-regulatoryfines": 13, "agent-supplychain": 13, "agent-trainingcost": 13, "agent-safety": 12, "agent-models": 11, "agent-sentiment": 10, "agent-tools": 9, "agent-funding": 7, "agent-executive-moves": 4, "agent-lawsuits": 4, "agent-acquisitions": 2, "agent-lobbying": 2, "agent-military": 2, "agent-pricing": 2, "agent-energy": 1, "agent-ethics": 1, "agent-talent": 1}, "surface": {"score": 0, "llms_txt": false, "agent_card": false, "blocks": ["GPTBot", "ChatGPT-User", "OAI-SearchBot", "ClaudeBot", "Claude-User", "anthropic-ai", "PerplexityBot", "Google-Extended", "CCBot", "Bytespider", "Applebot-Extended", "meta-externalagent"]}}, {"key": "n8n", "name": "n8n.io", "domains": ["n8n.io"], "mind_observations": 0, "dataset_count": 21, "row_mentions": 177, "datasets": {"agent-surface": 50, "agent-releases": 39, "agent-reddit-mentions": 25, "agent-incidents": 18, "agent-stars": 18, "agent-tools": 4, "agent-models": 3, "agent-regulations": 3, "agent-mcp-registry": 3, "agent-domains": 2, "agent-research": 2, "agent-compensation": 1, "agent-cve": 1, "agent-domain-expiry": 1, "agent-enterprise": 1, "agent-opensource": 1, "agent-regulatoryfines": 1, "agent-safety": 1, "agent-supplychain": 1, "agent-trainingcost": 1, "agent-economy": 1}, "surface": {"score": 65, "llms_txt": true, "agent_card": false, "blocks": []}}, {"key": "linear", "name": "linear.app", "domains": ["linear.app"], "mind_observations": 0, "dataset_count": 20, "row_mentions": 528, "datasets": {"agent-research": 238, "agent-incidents": 158, "agent-surface": 50, "agent-models": 18, "agent-vanish": 13, "agent-tools": 11, "agent-regulations": 8, "agent-funding": 4, "agent-regulatoryfines": 4, "agent-compensation": 3, "agent-safety": 3, "agent-supplychain": 3, "agent-trainingcost": 3, "agent-mcp-registry": 3, "agent-trials": 3, "agent-retractions": 2, "agent-acquisitions": 1, "agent-controversies": 1, "agent-enterprise": 1, "agent-releases": 1}, "surface": {"score": 65, "llms_txt": true, "agent_card": false, "blocks": []}}, {"key": "theguardian", "name": "theguardian.com", "domains": ["theguardian.com"], "mind_observations": 0, "dataset_count": 20, "row_mentions": 267, "datasets": {"agent-incidents": 87, "agent-surface": 50, "agent-regulations": 32, "agent-models": 24, "agent-sentiment": 13, "agent-tools": 11, "agent-compensation": 7, "agent-regulatoryfines": 7, "agent-safety": 7, "agent-trainingcost": 7, "agent-supplychain": 6, "agent-acquisitions": 3, "agent-executive-moves": 3, "agent-funding": 3, "agent-lawsuits": 2, "agent-consumer": 1, "agent-controversies": 1, "agent-energy": 1, "agent-ethics": 1, "agent-pricing": 1}, "surface": {"score": 10, "llms_txt": false, "agent_card": false, "blocks": ["ClaudeBot", "Claude-User", "anthropic-ai", "PerplexityBot", "CCBot", "Bytespider", "Applebot-Extended", "meta-externalagent"]}}, {"key": "amd", "name": "amd", "domains": [], "mind_observations": 16, "dataset_count": 20, "row_mentions": 126, "datasets": {"agent-models": 49, "agent-incidents": 28, "agent-regulations": 10, "agent-acquisitions": 9, "agent-funding": 4, "agent-research": 4, "agent-tools": 4, "agent-chips": 3, "agent-trials": 3, "agent-energy": 2, "agent-compensation": 1, "agent-executive-moves": 1, "agent-legal-intel": 1, "agent-pricing": 1, "agent-regulatoryfines": 1, "agent-safety": 1, "agent-supply": 1, "agent-supplychain": 1, "agent-trainingcost": 1, "agent-valuations": 1}, "surface": null}, {"key": "notion", "name": "notion.so", "domains": ["notion.so"], "mind_observations": 0, "dataset_count": 19, "row_mentions": 202, "datasets": {"agent-incidents": 87, "agent-surface": 50, "agent-research": 33, "agent-tools": 8, "agent-funding": 3, "agent-models": 3, "agent-regulations": 3, "agent-acquisitions": 2, "agent-arxiv": 2, "agent-mcp-registry": 2, "agent-compensation": 1, "agent-deployments": 1, "agent-energy": 1, "agent-enterprise": 1, "agent-regulatoryfines": 1, "agent-safety": 1, "agent-stars": 1, "agent-supplychain": 1, "agent-trainingcost": 1}, "surface": {"score": 65, "llms_txt": true, "agent_card": false, "blocks": []}}, {"key": "bbc", "name": "bbc.co.uk", "domains": ["bbc.co.uk"], "mind_observations": 0, "dataset_count": 19, "row_mentions": 148, "datasets": {"agent-surface": 50, "agent-incidents": 39, "agent-regulations": 9, "agent-tools": 8, "agent-models": 7, "agent-sentiment": 7, "agent-safety": 4, "agent-compensation": 3, "agent-executive-moves": 3, "agent-military": 3, "agent-regulatoryfines": 3, "agent-supplychain": 3, "agent-trainingcost": 3, "agent-chips": 1, "agent-consumer": 1, "agent-controversies": 1, "agent-energy": 1, "agent-energy-prices": 1, "agent-talent": 1}, "surface": {"score": 10, "llms_txt": false, "agent_card": false, "blocks": ["GPTBot", "ChatGPT-User", "OAI-SearchBot", "ClaudeBot", "anthropic-ai", "PerplexityBot", "Google-Extended", "CCBot", "Bytespider", "Applebot-Extended", "meta-externalagent"]}}, {"key": "openrouter", "name": "openrouter.ai", "domains": ["openrouter.ai"], "mind_observations": 0, "dataset_count": 18, "row_mentions": 238, "datasets": {"agent-incidents": 83, "agent-surface": 50, "agent-models": 25, "agent-tools": 18, "agent-funding": 16, "agent-regulations": 13, "agent-acquisitions": 9, "agent-supplychain": 4, "agent-compensation": 3, "agent-regulatoryfines": 3, "agent-safety": 3, "agent-trainingcost": 3, "agent-executive-moves": 2, "agent-inference": 2, "agent-failures": 1, "agent-opensource": 1, "agent-releases": 1, "agent-sentiment": 1}, "surface": {"score": 30, "llms_txt": false, "agent_card": false, "blocks": []}}, {"key": "cohere", "name": "cohere", "domains": ["cohere.com"], "mind_observations": 190, "dataset_count": 16, "row_mentions": 238, "datasets": {"agent-temp0": 68, "agent-policydrift": 55, "agent-surface": 50, "agent-pricing-v2": 21, "agent-sentiment": 20, "agent-incidents": 9, "agent-changelog": 5, "agent-tools": 2, "agent-acquisitions": 1, "agent-apistatus": 1, "agent-contracts": 1, "agent-domain-expiry": 1, "agent-enterprise": 1, "agent-exec-moves": 1, "agent-techstack": 1, "agent-wayback-prices": 1}, "surface": {"score": 65, "llms_txt": true, "agent_card": false, "blocks": []}}, {"key": "intel", "name": "intel", "domains": [], "mind_observations": 116, "dataset_count": 16, "row_mentions": 85, "datasets": {"agent-incidents": 39, "agent-models": 10, "agent-research": 7, "agent-jobs": 6, "agent-mcp-registry": 5, "agent-releases": 3, "agent-funding": 2, "agent-regulations": 2, "agent-tools": 2, "agent-water-nexus": 2, "agent-neuromorphic": 2, "agent-chips": 1, "agent-cve": 1, "agent-space-compute": 1, "agent-supply": 1, "agent-synthetic-data": 1}, "surface": null}, {"key": "shopify", "name": "shopify.com", "domains": ["shopify.com"], "mind_observations": 0, "dataset_count": 15, "row_mentions": 118, "datasets": {"agent-surface": 50, "agent-incidents": 30, "agent-mcp-registry": 10, "agent-tools": 7, "agent-models": 4, "agent-regulations": 4, "agent-acquisitions": 3, "agent-funding": 3, "agent-compensation": 1, "agent-reddit-mentions": 1, "agent-regulatoryfines": 1, "agent-safety": 1, "agent-supplychain": 1, "agent-talent": 1, "agent-trainingcost": 1}, "surface": {"score": 65, "llms_txt": true, "agent_card": false, "blocks": []}}, {"key": "salesforce", "name": "salesforce", "domains": ["salesforce.com"], "mind_observations": 4, "dataset_count": 15, "row_mentions": 117, "datasets": {"agent-surface": 50, "agent-incidents": 31, "agent-mcp-registry": 8, "agent-funding": 6, "agent-models": 5, "agent-acquisitions": 3, "agent-jobs": 3, "agent-earnings": 2, "agent-regulations": 2, "agent-tools": 2, "agent-compensation": 1, "agent-regulatoryfines": 1, "agent-safety": 1, "agent-supplychain": 1, "agent-trainingcost": 1}, "surface": {"score": 65, "llms_txt": true, "agent_card": false, "blocks": []}}, {"key": "tesla", "name": "tesla", "domains": [], "mind_observations": 30, "dataset_count": 15, "row_mentions": 61, "datasets": {"agent-incidents": 23, "agent-energy-prices": 9, "agent-compute-prices": 4, "agent-compensation": 3, "agent-models": 3, "agent-regulatoryfines": 3, "agent-safety": 3, "agent-supplychain": 3, "agent-trainingcost": 3, "agent-funding": 2, "agent-github-ai": 1, "agent-legal-intel": 1, "agent-regulations": 1, "agent-research": 1, "agent-mcp-registry": 1}, "surface": null}, {"key": "elevenlabs", "name": "elevenlabs.io", "domains": ["elevenlabs.io"], "mind_observations": 0, "dataset_count": 14, "row_mentions": 91, "datasets": {"agent-surface": 50, "agent-incidents": 14, "agent-funding": 4, "agent-tools": 4, "agent-models": 3, "agent-compensation": 2, "agent-regulations": 2, "agent-regulatoryfines": 2, "agent-research": 2, "agent-safety": 2, "agent-supplychain": 2, "agent-trainingcost": 2, "agent-cve": 1, "agent-github-ai": 1}, "surface": {"score": 65, "llms_txt": true, "agent_card": false, "blocks": []}}, {"key": "supabase", "name": "supabase.com", "domains": ["supabase.com"], "mind_observations": 0, "dataset_count": 13, "row_mentions": 150, "datasets": {"agent-incidents": 75, "agent-surface": 50, "agent-mcp-registry": 12, "agent-models": 3, "agent-stars": 2, "agent-compensation": 1, "agent-opensource": 1, "agent-pricing": 1, "agent-regulations": 1, "agent-regulatoryfines": 1, "agent-safety": 1, "agent-supplychain": 1, "agent-trainingcost": 1}, "surface": {"score": 65, "llms_txt": true, "agent_card": false, "blocks": []}}, {"key": "ai and liability", "name": "AI and Liability", "domains": [], "mind_observations": 4, "dataset_count": 13, "row_mentions": 107, "datasets": {"agent-incidents": 61, "agent-legal-intel": 15, "agent-regulations": 15, "agent-compensation": 2, "agent-regulatoryfines": 2, "agent-safety": 2, "agent-supplychain": 2, "agent-tools": 2, "agent-trainingcost": 2, "agent-acquisitions": 1, "agent-consumer": 1, "agent-funding": 1, "agent-models": 1}, "surface": null}, {"key": "spotify", "name": "spotify.com", "domains": ["spotify.com"], "mind_observations": 0, "dataset_count": 13, "row_mentions": 93, "datasets": {"agent-surface": 50, "agent-incidents": 27, "agent-models": 3, "agent-acquisitions": 2, "agent-regulations": 2, "agent-mcp-registry": 2, "agent-compensation": 1, "agent-funding": 1, "agent-regulatoryfines": 1, "agent-safety": 1, "agent-supplychain": 1, "agent-tools": 1, "agent-trainingcost": 1}, "surface": {"score": 30, "llms_txt": false, "agent_card": false, "blocks": []}}, {"key": "perplexity", "name": "perplexity.ai", "domains": ["perplexity.ai"], "mind_observations": 0, "dataset_count": 12, "row_mentions": 189, "datasets": {"agent-incidents": 79, "agent-surface": 50, "agent-research": 30, "agent-mcp-registry": 9, "agent-models": 6, "agent-tools": 6, "agent-domains": 2, "agent-regulations": 2, "agent-salary-live": 2, "agent-domain-expiry": 1, "agent-exec-moves": 1, "agent-legal-intel": 1}, "surface": {"score": 30, "llms_txt": false, "agent_card": false, "blocks": []}}, {"key": "show hn skills mcp", "name": "Show HN: Skills MCP", "domains": [], "mind_observations": 2, "dataset_count": 12, "row_mentions": 85, "datasets": {"agent-incidents": 57, "agent-models": 8, "agent-tools": 7, "agent-regulations": 3, "agent-failures": 2, "agent-funding": 2, "agent-compensation": 1, "agent-enterprise": 1, "agent-regulatoryfines": 1, "agent-safety": 1, "agent-supplychain": 1, "agent-trainingcost": 1}, "surface": null}, {"key": "midjourney", "name": "midjourney", "domains": [], "mind_observations": 4, "dataset_count": 12, "row_mentions": 19, "datasets": {"agent-incidents": 7, "agent-tools": 2, "agent-compensation": 1, "agent-domain-expiry": 1, "agent-exec-moves": 1, "agent-launches": 1, "agent-regulations": 1, "agent-regulatoryfines": 1, "agent-safety": 1, "agent-supplychain": 1, "agent-techstack": 1, "agent-trainingcost": 1}, "surface": null}, {"key": "stripe", "name": "stripe.com", "domains": ["stripe.com"], "mind_observations": 0, "dataset_count": 11, "row_mentions": 246, "datasets": {"agent-incidents": 107, "agent-surface": 50, "agent-mcp-registry": 45, "agent-acquisitions": 13, "agent-funding": 9, "agent-regulations": 7, "agent-tools": 7, "agent-models": 5, "agent-canary": 1, "agent-research": 1, "agent-standards": 1}, "surface": {"score": 65, "llms_txt": true, "agent_card": false, "blocks": []}}, {"key": "modal", "name": "modal", "domains": [], "mind_observations": 132, "dataset_count": 11, "row_mentions": 221, "datasets": {"agent-compute-prices": 104, "agent-compute-arb": 70, "agent-incidents": 30, "agent-research": 8, "agent-models": 2, "agent-vanish": 2, "agent-domain-expiry": 1, "agent-funding": 1, "agent-inference": 1, "agent-regulations": 1, "agent-tools": 1}, "surface": null}, {"key": "zapier", "name": "zapier.com", "domains": ["zapier.com"], "mind_observations": 0, "dataset_count": 11, "row_mentions": 75, "datasets": {"agent-surface": 50, "agent-incidents": 16, "agent-compensation": 1, "agent-models": 1, "agent-regulatoryfines": 1, "agent-safety": 1, "agent-stars": 1, "agent-supplychain": 1, "agent-tools": 1, "agent-trainingcost": 1, "agent-mcp-registry": 1}, "surface": {"score": 65, "llms_txt": true, "agent_card": false, "blocks": []}}, {"key": "gemini 3 8 flash", "name": "Gemini 3.8 Flash", "domains": [], "mind_observations": 3, "dataset_count": 11, "row_mentions": 64, "datasets": {"agent-policydrift": 29, "agent-models": 19, "agent-incidents": 4, "agent-research": 3, "agent-regulations": 2, "agent-tools": 2, "agent-funding": 1, "agent-pricing": 1, "agent-releases": 1, "agent-sentiment": 1, "agent-stars": 1}, "surface": null}, {"key": "palantir", "name": "Palantir", "domains": [], "mind_observations": 13, "dataset_count": 11, "row_mentions": 44, "datasets": {"agent-incidents": 16, "agent-compensation": 4, "agent-regulatoryfines": 4, "agent-safety": 4, "agent-supplychain": 4, "agent-trainingcost": 4, "agent-procurement": 3, "agent-regulations": 2, "agent-funding": 1, "agent-partnerships": 1, "agent-sovereign": 1}, "surface": null}, {"key": "replicate", "name": "replicate", "domains": ["replicate.com"], "mind_observations": 132, "dataset_count": 10, "row_mentions": 330, "datasets": {"agent-compute-prices": 104, "agent-compute-arb": 68, "agent-policydrift": 57, "agent-surface": 50, "agent-incidents": 34, "agent-research": 12, "agent-domains": 2, "agent-acquisitions": 1, "agent-domain-expiry": 1, "agent-failures": 1}, "surface": {"score": 65, "llms_txt": true, "agent_card": false, "blocks": []}}, {"key": "you are the harness", "name": "You Are the Harness", "domains": [], "mind_observations": 3, "dataset_count": 10, "row_mentions": 145, "datasets": {"agent-incidents": 71, "agent-models": 25, "agent-tools": 16, "agent-funding": 10, "agent-regulations": 8, "agent-opensource": 4, "agent-pricing": 4, "agent-acquisitions": 3, "agent-failures": 3, "agent-supplychain": 1}, "surface": null}, {"key": "walmart", "name": "walmart.com", "domains": ["walmart.com"], "mind_observations": 0, "dataset_count": 10, "row_mentions": 68, "datasets": {"agent-surface": 50, "agent-incidents": 8, "agent-regulations": 2, "agent-tools": 2, "agent-consumer": 1, "agent-funding": 1, "agent-models": 1, "agent-pricing": 1, "agent-talent": 1, "agent-synthetic-data": 1}, "surface": {"score": 30, "llms_txt": false, "agent_card": false, "blocks": []}}, {"key": "fireworks", "name": "fireworks.ai", "domains": ["fireworks.ai"], "mind_observations": 0, "dataset_count": 10, "row_mentions": 64, "datasets": {"agent-surface": 50, "agent-incidents": 3, "agent-releases": 3, "agent-funding": 2, "agent-domain-expiry": 1, "agent-legal-intel": 1, "agent-models": 1, "agent-tools": 1, "agent-vanish": 1, "agent-orphan-adoption": 1}, "surface": {"score": 30, "llms_txt": false, "agent_card": false, "blocks": []}}, {"key": "xai", "name": "xai", "domains": [], "mind_observations": 43, "dataset_count": 10, "row_mentions": 55, "datasets": {"agent-incidents": 38, "agent-research": 5, "agent-regulations": 3, "agent-funding": 2, "agent-salary-live": 2, "agent-acquisitions": 1, "agent-chips": 1, "agent-exec-moves": 1, "agent-models": 1, "agent-stars": 1}, "surface": null}, {"key": "bytedance", "name": "bytedance", "domains": [], "mind_observations": 16, "dataset_count": 10, "row_mentions": 16, "datasets": {"agent-incidents": 3, "agent-chips": 2, "agent-funding": 2, "agent-legal-intel": 2, "agent-models": 2, "agent-acquisitions": 1, "agent-consumer": 1, "agent-regulations": 1, "agent-stars": 1, "agent-tools": 1}, "surface": null}, {"key": "swe-bench", "name": "SWE-Bench", "domains": [], "mind_observations": 12, "dataset_count": 9, "row_mentions": 149, "datasets": {"agent-benchmarks-v2": 115, "agent-research": 18, "agent-incidents": 7, "agent-models": 4, "agent-compensation": 1, "agent-regulatoryfines": 1, "agent-safety": 1, "agent-supplychain": 1, "agent-trainingcost": 1}, "surface": null}, {"key": "booking", "name": "booking.com", "domains": ["booking.com"], "mind_observations": 0, "dataset_count": 9, "row_mentions": 110, "datasets": {"agent-surface": 50, "agent-incidents": 34, "agent-mcp-registry": 14, "agent-regulations": 4, "agent-funding": 2, "agent-research": 2, "agent-tools": 2, "agent-energy-prices": 1, "agent-models": 1}, "surface": {"score": 30, "llms_txt": false, "agent_card": false, "blocks": []}}, {"key": "talk like claude day", "name": "Talk Like Claude Day", "domains": [], "mind_observations": 6, "dataset_count": 9, "row_mentions": 12, "datasets": {"agent-incidents": 3, "agent-models": 2, "agent-chips": 1, "agent-compensation": 1, "agent-opensource": 1, "agent-regulatoryfines": 1, "agent-safety": 1, "agent-supplychain": 1, "agent-trainingcost": 1}, "surface": null}, {"key": "ebay", "name": "ebay.com", "domains": ["ebay.com"], "mind_observations": 0, "dataset_count": 8, "row_mentions": 72, "datasets": {"agent-surface": 50, "agent-incidents": 14, "agent-regulations": 2, "agent-tools": 2, "agent-acquisitions": 1, "agent-research": 1, "agent-talent": 1, "agent-mcp-registry": 1}, "surface": {"score": 20, "llms_txt": false, "agent_card": false, "blocks": ["GPTBot", "ClaudeBot", "anthropic-ai", "PerplexityBot", "CCBot", "Bytespider", "Applebot-Extended", "meta-externalagent"]}}, {"key": "samsung", "name": "samsung", "domains": [], "mind_observations": 58, "dataset_count": 8, "row_mentions": 38, "datasets": {"agent-incidents": 21, "agent-funding": 6, "agent-regulations": 4, "agent-tools": 3, "agent-acquisitions": 1, "agent-inference": 1, "agent-models": 1, "agent-synthetic-data": 1}, "surface": null}, {"key": "paypal", "name": "paypal.com", "domains": ["paypal.com"], "mind_observations": 0, "dataset_count": 7, "row_mentions": 68, "datasets": {"agent-surface": 50, "agent-incidents": 12, "agent-funding": 2, "agent-acquisitions": 1, "agent-controversies": 1, "agent-failures": 1, "agent-models": 1}, "surface": {"score": 65, "llms_txt": true, "agent_card": false, "blocks": []}}, {"key": "airbnb", "name": "airbnb.com", "domains": ["airbnb.com"], "mind_observations": 0, "dataset_count": 7, "row_mentions": 66, "datasets": {"agent-surface": 50, "agent-incidents": 10, "agent-acquisitions": 2, "agent-executive-moves": 1, "agent-models": 1, "agent-partnerships": 1, "agent-tools": 1}, "surface": {"score": 30, "llms_txt": false, "agent_card": false, "blocks": ["GPTBot", "ClaudeBot", "Applebot-Extended"]}}, {"key": "clearview", "name": "clearview", "domains": [], "mind_observations": 4, "dataset_count": 7, "row_mentions": 10, "datasets": {"agent-incidents": 3, "agent-reg-fines": 2, "agent-compensation": 1, "agent-regulatoryfines": 1, "agent-safety": 1, "agent-supplychain": 1, "agent-trainingcost": 1}, "surface": null}, {"key": "baidu", "name": "baidu", "domains": [], "mind_observations": 10, "dataset_count": 7, "row_mentions": 7, "datasets": {"agent-compensation": 1, "agent-incidents": 1, "agent-models": 1, "agent-regulatoryfines": 1, "agent-safety": 1, "agent-supplychain": 1, "agent-trainingcost": 1}, "surface": null}, {"key": "coreweave", "name": "coreweave", "domains": [], "mind_observations": 165, "dataset_count": 6, "row_mentions": 251, "datasets": {"agent-compute-prices": 130, "agent-compute-arb": 84, "agent-policydrift": 28, "agent-funding": 6, "agent-incidents": 2, "agent-domain-expiry": 1}, "surface": null}, {"key": "hubspot", "name": "hubspot.com", "domains": ["hubspot.com"], "mind_observations": 0, "dataset_count": 6, "row_mentions": 68, "datasets": {"agent-surface": 50, "agent-incidents": 11, "agent-mcp-registry": 3, "agent-regulations": 2, "agent-models": 1, "agent-tools": 1}, "surface": {"score": 65, "llms_txt": true, "agent_card": false, "blocks": []}}, {"key": "etsy", "name": "etsy.com", "domains": ["etsy.com"], "mind_observations": 0, "dataset_count": 6, "row_mentions": 59, "datasets": {"agent-surface": 50, "agent-incidents": 3, "agent-tools": 3, "agent-models": 1, "agent-regulations": 1, "agent-talent": 1}, "surface": {"score": 65, "llms_txt": true, "agent_card": false, "blocks": []}}, {"key": "claude public artifacts", "name": "Claude Public Artifacts", "domains": [], "mind_observations": 2, "dataset_count": 6, "row_mentions": 10, "datasets": {"agent-incidents": 3, "agent-models": 3, "agent-failures": 1, "agent-regulations": 1, "agent-research": 1, "agent-tools": 1}, "surface": null}, {"key": "mmlu", "name": "MMLU", "domains": [], "mind_observations": 12, "dataset_count": 5, "row_mentions": 157, "datasets": {"agent-benchmarks-v2": 138, "agent-research": 6, "agent-incidents": 5, "agent-models": 5, "agent-benchmarks": 3}, "surface": null}, {"key": "humaneval", "name": "HumanEval", "domains": [], "mind_observations": 12, "dataset_count": 5, "row_mentions": 155, "datasets": {"agent-benchmarks-v2": 138, "agent-research": 9, "agent-models": 4, "agent-benchmarks": 3, "agent-incidents": 1}, "surface": null}, {"key": "coinbase", "name": "coinbase.com", "domains": ["coinbase.com"], "mind_observations": 0, "dataset_count": 5, "row_mentions": 102, "datasets": {"agent-surface": 50, "agent-protocol-watch": 35, "agent-incidents": 14, "agent-acquisitions": 2, "agent-mcp-registry": 1}, "surface": {"score": 65, "llms_txt": true, "agent_card": false, "blocks": []}}, {"key": "llamaindex", "name": "llamaindex.ai", "domains": ["llamaindex.ai"], "mind_observations": 0, "dataset_count": 5, "row_mentions": 71, "datasets": {"agent-surface": 50, "agent-incidents": 18, "agent-cve": 1, "agent-models": 1, "agent-regulations": 1}, "surface": {"score": 30, "llms_txt": false, "agent_card": false, "blocks": []}}, {"key": "netflix", "name": "netflix.com", "domains": ["netflix.com"], "mind_observations": 0, "dataset_count": 5, "row_mentions": 70, "datasets": {"agent-surface": 50, "agent-incidents": 16, "agent-acquisitions": 2, "agent-funding": 1, "agent-models": 1}, "surface": {"score": 30, "llms_txt": false, "agent_card": false, "blocks": []}}, {"key": "atlassian", "name": "atlassian.com", "domains": ["atlassian.com"], "mind_observations": 0, "dataset_count": 5, "row_mentions": 57, "datasets": {"agent-surface": 50, "agent-incidents": 4, "agent-enterprise": 1, "agent-funding": 1, "agent-tools": 1}, "surface": {"score": 65, "llms_txt": true, "agent_card": false, "blocks": []}}, {"key": "lemonde", "name": "lemonde.fr", "domains": ["lemonde.fr"], "mind_observations": 0, "dataset_count": 5, "row_mentions": 55, "datasets": {"agent-surface": 50, "agent-incidents": 2, "agent-models": 1, "agent-regulations": 1, "agent-sentiment": 1}, "surface": {"score": 20, "llms_txt": false, "agent_card": false, "blocks": ["ClaudeBot", "Claude-User", "anthropic-ai", "Google-Extended", "CCBot", "Bytespider", "Applebot-Extended"]}}, {"key": "databricks", "name": "databricks", "domains": [], "mind_observations": 9, "dataset_count": 5, "row_mentions": 14, "datasets": {"agent-incidents": 9, "agent-funding": 2, "agent-regulations": 1, "agent-research": 1, "agent-valuations": 1}, "surface": null}, {"key": "ea safety", "name": "EA Safety", "domains": [], "mind_observations": 5, "dataset_count": 5, "row_mentions": 5, "datasets": {"agent-compensation": 1, "agent-regulatoryfines": 1, "agent-safety": 1, "agent-supplychain": 1, "agent-trainingcost": 1}, "surface": null}, {"key": "the safety belt edition", "name": "The Safety Belt Edition", "domains": [], "mind_observations": 5, "dataset_count": 5, "row_mentions": 5, "datasets": {"agent-compensation": 1, "agent-regulatoryfines": 1, "agent-safety": 1, "agent-supplychain": 1, "agent-trainingcost": 1}, "surface": null}, {"key": "cannabis supply chain database", "name": "Cannabis Supply Chain Database", "domains": [], "mind_observations": 5, "dataset_count": 5, "row_mentions": 5, "datasets": {"agent-compensation": 1, "agent-regulatoryfines": 1, "agent-safety": 1, "agent-supplychain": 1, "agent-trainingcost": 1}, "surface": null}, {"key": "the cost of safetyism", "name": "The Cost of Safetyism", "domains": [], "mind_observations": 5, "dataset_count": 5, "row_mentions": 5, "datasets": {"agent-compensation": 1, "agent-regulatoryfines": 1, "agent-safety": 1, "agent-supplychain": 1, "agent-trainingcost": 1}, "surface": null}, {"key": "are refurbished phones dangerous", "name": "Are Refurbished Phones Dangerous?", "domains": [], "mind_observations": 5, "dataset_count": 5, "row_mentions": 5, "datasets": {"agent-compensation": 1, "agent-regulatoryfines": 1, "agent-safety": 1, "agent-supplychain": 1, "agent-trainingcost": 1}, "surface": null}, {"key": "harvey tenet research preview", "name": "Harvey Tenet Research Preview", "domains": [], "mind_observations": 5, "dataset_count": 5, "row_mentions": 5, "datasets": {"agent-compensation": 1, "agent-regulatoryfines": 1, "agent-safety": 1, "agent-supplychain": 1, "agent-trainingcost": 1}, "surface": null}, {"key": "compensation bands and promotions", "name": "Compensation Bands and Promotions", "domains": [], "mind_observations": 5, "dataset_count": 5, "row_mentions": 5, "datasets": {"agent-compensation": 1, "agent-regulatoryfines": 1, "agent-safety": 1, "agent-supplychain": 1, "agent-trainingcost": 1}, "surface": null}, {"key": "ai safety conspiracy theories", "name": "AI Safety Conspiracy Theories", "domains": [], "mind_observations": 5, "dataset_count": 5, "row_mentions": 5, "datasets": {"agent-compensation": 1, "agent-regulatoryfines": 1, "agent-safety": 1, "agent-supplychain": 1, "agent-trainingcost": 1}, "surface": null}, {"key": "netlify", "name": "netlify", "domains": [], "mind_observations": 173, "dataset_count": 4, "row_mentions": 709, "datasets": {"agent-outages": 686, "agent-incidents": 13, "agent-mcp-registry": 9, "agent-funding": 1}, "surface": null}, {"key": "runpod", "name": "runpod", "domains": [], "mind_observations": 238, "dataset_count": 4, "row_mentions": 407, "datasets": {"agent-compute-prices": 278, "agent-compute-arb": 120, "agent-energy-futures": 7, "agent-compute": 2}, "surface": null}, {"key": "gpqa", "name": "GPQA", "domains": [], "mind_observations": 12, "dataset_count": 4, "row_mentions": 124, "datasets": {"agent-benchmarks-v2": 115, "agent-models": 7, "agent-research": 1, "agent-valuations": 1}, "surface": null}, {"key": "arc-challenge", "name": "ARC-Challenge", "domains": [], "mind_observations": 12, "dataset_count": 4, "row_mentions": 118, "datasets": {"agent-benchmarks-v2": 115, "agent-incidents": 1, "agent-models": 1, "agent-research": 1}, "surface": null}, {"key": "weaviate", "name": "weaviate.io", "domains": ["weaviate.io"], "mind_observations": 0, "dataset_count": 4, "row_mentions": 62, "datasets": {"agent-surface": 50, "agent-incidents": 9, "agent-models": 2, "agent-regulations": 1}, "surface": {"score": 65, "llms_txt": true, "agent_card": false, "blocks": []}}, {"key": "deepgram", "name": "deepgram.com", "domains": ["deepgram.com"], "mind_observations": 0, "dataset_count": 4, "row_mentions": 59, "datasets": {"agent-surface": 50, "agent-incidents": 7, "agent-inference": 1, "agent-models": 1}, "surface": {"score": 65, "llms_txt": true, "agent_card": false, "blocks": []}}, {"key": "safety warning carborane mixtures", "name": "Safety Warning: Carborane Mixtures", "domains": [], "mind_observations": 4, "dataset_count": 4, "row_mentions": 4, "datasets": {"agent-compensation": 1, "agent-regulatoryfines": 1, "agent-safety": 1, "agent-trainingcost": 1}, "surface": null}, {"key": "lambdalabs", "name": "lambdalabs", "domains": [], "mind_observations": 238, "dataset_count": 3, "row_mentions": 305, "datasets": {"agent-compute-prices": 182, "agent-compute-arb": 116, "agent-energy-futures": 7}, "surface": null}, {"key": "vastai avg", "name": "vastai_avg", "domains": [], "mind_observations": 201, "dataset_count": 3, "row_mentions": 267, "datasets": {"agent-compute-prices": 156, "agent-compute-arb": 108, "agent-energy-futures": 3}, "surface": null}, {"key": "expedia", "name": "expedia.com", "domains": ["expedia.com"], "mind_observations": 0, "dataset_count": 3, "row_mentions": 52, "datasets": {"agent-surface": 50, "agent-incidents": 1, "agent-partnerships": 1}, "surface": {"score": 65, "llms_txt": true, "agent_card": false, "blocks": []}}, {"key": "show hn time wizard", "name": "Show HN: Time Wizard", "domains": [], "mind_observations": 2, "dataset_count": 3, "row_mentions": 7, "datasets": {"agent-incidents": 5, "agent-regulations": 1, "agent-tools": 1}, "surface": null}, {"key": "programbench", "name": "ProgramBench", "domains": [], "mind_observations": 2, "dataset_count": 3, "row_mentions": 7, "datasets": {"agent-research": 4, "agent-models": 2, "agent-regulations": 1}, "surface": null}, {"key": "the defender s window", "name": "The Defender’s Window", "domains": [], "mind_observations": 2, "dataset_count": 3, "row_mentions": 4, "datasets": {"agent-incidents": 2, "agent-models": 1, "agent-research": 1}, "surface": null}, {"key": "gemini 3 5 transcribe", "name": "Gemini 3.5 Transcribe", "domains": [], "mind_observations": 2, "dataset_count": 3, "row_mentions": 3, "datasets": {"agent-incidents": 1, "agent-models": 1, "agent-tools": 1}, "surface": null}, {"key": "omarchy histerya", "name": "Omarchy Histerya", "domains": [], "mind_observations": 2, "dataset_count": 3, "row_mentions": 3, "datasets": {"agent-incidents": 1, "agent-models": 1, "agent-regulations": 1}, "surface": null}, {"key": "heroku", "name": "heroku", "domains": [], "mind_observations": 173, "dataset_count": 2, "row_mentions": 690, "datasets": {"agent-outages": 686, "agent-incidents": 4}, "surface": null}, {"key": "hellaswag", "name": "HellaSwag", "domains": [], "mind_observations": 12, "dataset_count": 2, "row_mentions": 93, "datasets": {"agent-benchmarks-v2": 92, "agent-incidents": 1}, "surface": null}, {"key": "linode", "name": "linode", "domains": [], "mind_observations": 75, "dataset_count": 2, "row_mentions": 76, "datasets": {"agent-vps-prices": 75, "agent-incidents": 1}, "surface": null}, {"key": "pinecone", "name": "pinecone.io", "domains": ["pinecone.io"], "mind_observations": 0, "dataset_count": 2, "row_mentions": 71, "datasets": {"agent-surface": 50, "agent-incidents": 21}, "surface": {"score": 30, "llms_txt": false, "agent_card": false, "blocks": []}}, {"key": "stackoverflow", "name": "stackoverflow.com", "domains": ["stackoverflow.com"], "mind_observations": 0, "dataset_count": 2, "row_mentions": 59, "datasets": {"agent-surface": 50, "agent-incidents": 9}, "surface": {"score": 30, "llms_txt": false, "agent_card": false, "blocks": []}}, {"key": "klarna", "name": "klarna.com", "domains": ["klarna.com"], "mind_observations": 0, "dataset_count": 2, "row_mentions": 54, "datasets": {"agent-surface": 50, "agent-mcp-registry": 4}, "surface": {"score": 65, "llms_txt": true, "agent_card": false, "blocks": []}}, {"key": "invisible agency", "name": "Invisible Agency", "domains": [], "mind_observations": 2, "dataset_count": 2, "row_mentions": 4, "datasets": {"agent-incidents": 2, "agent-jobs": 2}, "surface": null}, {"key": "mistral raises 3b", "name": "Mistral raises €3B", "domains": [], "mind_observations": 2, "dataset_count": 2, "row_mentions": 3, "datasets": {"agent-funding": 2, "agent-models": 1}, "surface": null}, {"key": "spatially adaptive noise injection", "name": "Spatially Adaptive Noise Injection", "domains": [], "mind_observations": 2, "dataset_count": 2, "row_mentions": 2, "datasets": {"agent-arxiv": 1, "agent-research": 1}, "surface": null}, {"key": "the cost of seamlessness", "name": "The Cost of Seamlessness", "domains": [], "mind_observations": 2, "dataset_count": 2, "row_mentions": 2, "datasets": {"agent-funding": 1, "agent-incidents": 1}, "surface": null}, {"key": "asl-0 license", "name": "ASL-0 License", "domains": [], "mind_observations": 2, "dataset_count": 2, "row_mentions": 2, "datasets": {"agent-incidents": 1, "agent-regulations": 1}, "surface": null}, {"key": "mastra agent factory", "name": "Mastra Agent Factory", "domains": [], "mind_observations": 2, "dataset_count": 2, "row_mentions": 2, "datasets": {"agent-models": 1, "agent-regulations": 1}, "surface": null}, {"key": "gimlet s series b", "name": "Gimlet's Series B", "domains": [], "mind_observations": 2, "dataset_count": 2, "row_mentions": 2, "datasets": {"agent-funding": 1, "agent-regulations": 1}, "surface": null}, {"key": "testing ads in chatgpt", "name": "Testing ads in ChatGPT", "domains": [], "mind_observations": 2, "dataset_count": 2, "row_mentions": 2, "datasets": {"agent-incidents": 1, "agent-models": 1}, "surface": null}, {"key": "openai joins ports-pike project", "name": "OpenAI joins PORTS-Pike project", "domains": [], "mind_observations": 2, "dataset_count": 2, "row_mentions": 2, "datasets": {"agent-incidents": 1, "agent-models": 1}, "surface": null}, {"key": "scale-ai", "name": "scale-ai", "domains": [], "mind_observations": 245, "dataset_count": 1, "row_mentions": 253, "datasets": {"agent-jobs": 253}, "surface": null}, {"key": "lmsys-arena", "name": "LMSYS-Arena", "domains": [], "mind_observations": 12, "dataset_count": 1, "row_mentions": 138, "datasets": {"agent-benchmarks-v2": 138}, "surface": null}, {"key": "adyen", "name": "adyen.com", "domains": ["adyen.com"], "mind_observations": 0, "dataset_count": 1, "row_mentions": 50, "datasets": {"agent-surface": 50}, "surface": {"score": 65, "llms_txt": true, "agent_card": false, "blocks": []}}, {"key": "zalando", "name": "zalando.com", "domains": ["zalando.com"], "mind_observations": 0, "dataset_count": 1, "row_mentions": 50, "datasets": {"agent-surface": 50}, "surface": {"score": 30, "llms_txt": false, "agent_card": false, "blocks": []}}, {"key": "vultr", "name": "vultr", "domains": [], "mind_observations": 12, "dataset_count": 1, "row_mentions": 12, "datasets": {"agent-vps-prices": 12}, "surface": null}, {"key": "imerit technology", "name": "iMerit Technology", "domains": [], "mind_observations": 2, "dataset_count": 1, "row_mentions": 2, "datasets": {"agent-jobs": 2}, "surface": null}, {"key": "widgo", "name": "Widgo", "domains": [], "mind_observations": 2, "dataset_count": 1, "row_mentions": 2, "datasets": {"agent-tools": 2}, "surface": null}], "negative_space": [{"subject": "openai", "gap": "mcp_servers_listed_without_agent_card", "evidence": {"dataset_count": 71, "mcp_rows": 9}}, {"subject": "anthropic", "gap": "mcp_servers_listed_without_agent_card", "evidence": {"dataset_count": 65, "mcp_rows": 1}}, {"subject": "google", "gap": "high_signal_entity_not_in_surface_scan", "evidence": {"dataset_count": 58, "top": ["agent-incidents", "agent-models", "agent-benchmarks-v2", "agent-temp0", "agent-regulations"]}}, {"subject": "github", "gap": "llms_txt_without_agent_card", "evidence": {"dataset_count": 46, "domains": ["github.com"]}}, {"subject": "github", "gap": "mcp_servers_listed_without_agent_card", "evidence": {"dataset_count": 46, "mcp_rows": 1489}}, {"subject": "meta", "gap": "high_signal_entity_not_in_surface_scan", "evidence": {"dataset_count": 44, "top": ["agent-incidents", "agent-benchmarks-v2", "agent-sentiment", "agent-regulations", "agent-tools"]}}, {"subject": "together", "gap": "llms_txt_without_agent_card", "evidence": {"dataset_count": 40, "domains": ["together.ai"]}}, {"subject": "together", "gap": "mcp_servers_listed_without_agent_card", "evidence": {"dataset_count": 40, "mcp_rows": 3}}, {"subject": "medium", "gap": "mcp_servers_listed_without_agent_card", "evidence": {"dataset_count": 39, "mcp_rows": 2}}, {"subject": "microsoft", "gap": "high_signal_entity_not_in_surface_scan", "evidence": {"dataset_count": 35, "top": ["agent-incidents", "agent-models", "agent-acquisitions", "agent-tools", "agent-funding"]}}, {"subject": "amazon", "gap": "mcp_servers_listed_without_agent_card", "evidence": {"dataset_count": 34, "mcp_rows": 17}}, {"subject": "apple", "gap": "high_signal_entity_not_in_surface_scan", "evidence": {"dataset_count": 33, "top": ["agent-incidents", "agent-models", "agent-tools", "agent-releases", "agent-mcp-registry"]}}, {"subject": "mistral", "gap": "llms_txt_without_agent_card", "evidence": {"dataset_count": 32, "domains": ["mistral.ai"]}}, {"subject": "mistral", "gap": "mcp_servers_listed_without_agent_card", "evidence": {"dataset_count": 32, "mcp_rows": 1}}, {"subject": "nvidia", "gap": "high_signal_entity_not_in_surface_scan", "evidence": {"dataset_count": 31, "top": ["agent-incidents", "agent-funding", "agent-regulations", "agent-research", "agent-models"]}}, {"subject": "math", "gap": "high_signal_entity_not_in_surface_scan", "evidence": {"dataset_count": 27, "top": ["agent-research", "agent-incidents", "agent-benchmarks-v2", "agent-temp0", "agent-models"]}}, {"subject": "deepseek", "gap": "mcp_servers_listed_without_agent_card", "evidence": {"dataset_count": 27, "mcp_rows": 2}}, {"subject": "target", "gap": "llms_txt_without_agent_card", "evidence": {"dataset_count": 25, "domains": ["target.com"]}}, {"subject": "target", "gap": "mcp_servers_listed_without_agent_card", "evidence": {"dataset_count": 25, "mcp_rows": 1}}, {"subject": "reddit", "gap": "mcp_servers_listed_without_agent_card", "evidence": {"dataset_count": 25, "mcp_rows": 13}}, {"subject": "wikipedia", "gap": "mcp_servers_listed_without_agent_card", "evidence": {"dataset_count": 25, "mcp_rows": 4}}, {"subject": "groq", "gap": "mcp_servers_listed_without_agent_card", "evidence": {"dataset_count": 24, "mcp_rows": 1}}, {"subject": "hi hn", "gap": "high_signal_entity_not_in_surface_scan", "evidence": {"dataset_count": 24, "top": ["agent-incidents", "agent-tools", "agent-models", "agent-regulations", "agent-funding"]}}, {"subject": "vercel", "gap": "llms_txt_without_agent_card", "evidence": {"dataset_count": 23, "domains": ["vercel.com"]}}, {"subject": "vercel", "gap": "mcp_servers_listed_without_agent_card", "evidence": {"dataset_count": 23, "mcp_rows": 18}}, {"subject": "stability", "gap": "high_signal_entity_not_in_surface_scan", "evidence": {"dataset_count": 23, "top": ["agent-research", "agent-incidents", "agent-trials", "agent-regulations", "agent-retractions"]}}, {"subject": "stable", "gap": "high_signal_entity_not_in_surface_scan", "evidence": {"dataset_count": 22, "top": ["agent-research", "agent-incidents", "agent-oracle", "agent-models", "agent-releases"]}}, {"subject": "ollama", "gap": "high_signal_entity_not_in_surface_scan", "evidence": {"dataset_count": 22, "top": ["agent-incidents", "agent-models", "agent-drift", "agent-cve", "agent-canary"]}}, {"subject": "beta", "gap": "high_signal_entity_not_in_surface_scan", "evidence": {"dataset_count": 22, "top": ["agent-incidents", "agent-models", "agent-tools", "agent-releases", "agent-regulations"]}}, {"subject": "huggingface", "gap": "mcp_servers_listed_without_agent_card", "evidence": {"dataset_count": 21, "mcp_rows": 4}}, {"subject": "langchain", "gap": "mcp_servers_listed_without_agent_card", "evidence": {"dataset_count": 21, "mcp_rows": 14}}, {"subject": "n8n", "gap": "llms_txt_without_agent_card", "evidence": {"dataset_count": 21, "domains": ["n8n.io"]}}, {"subject": "n8n", "gap": "mcp_servers_listed_without_agent_card", "evidence": {"dataset_count": 21, "mcp_rows": 3}}, {"subject": "linear", "gap": "llms_txt_without_agent_card", "evidence": {"dataset_count": 20, "domains": ["linear.app"]}}, {"subject": "linear", "gap": "mcp_servers_listed_without_agent_card", "evidence": {"dataset_count": 20, "mcp_rows": 3}}, {"subject": "amd", "gap": "high_signal_entity_not_in_surface_scan", "evidence": {"dataset_count": 20, "top": ["agent-models", "agent-incidents", "agent-regulations", "agent-acquisitions", "agent-funding"]}}, {"subject": "notion", "gap": "llms_txt_without_agent_card", "evidence": {"dataset_count": 19, "domains": ["notion.so"]}}, {"subject": "notion", "gap": "mcp_servers_listed_without_agent_card", "evidence": {"dataset_count": 19, "mcp_rows": 2}}, {"subject": "cohere", "gap": "llms_txt_without_agent_card", "evidence": {"dataset_count": 16, "domains": ["cohere.com"]}}, {"subject": "intel", "gap": "high_signal_entity_not_in_surface_scan", "evidence": {"dataset_count": 16, "top": ["agent-incidents", "agent-models", "agent-research", "agent-jobs", "agent-mcp-registry"]}}, {"subject": "shopify", "gap": "llms_txt_without_agent_card", "evidence": {"dataset_count": 15, "domains": ["shopify.com"]}}, {"subject": "shopify", "gap": "mcp_servers_listed_without_agent_card", "evidence": {"dataset_count": 15, "mcp_rows": 10}}, {"subject": "salesforce", "gap": "llms_txt_without_agent_card", "evidence": {"dataset_count": 15, "domains": ["salesforce.com"]}}, {"subject": "salesforce", "gap": "mcp_servers_listed_without_agent_card", "evidence": {"dataset_count": 15, "mcp_rows": 8}}, {"subject": "tesla", "gap": "high_signal_entity_not_in_surface_scan", "evidence": {"dataset_count": 15, "top": ["agent-incidents", "agent-energy-prices", "agent-compute-prices", "agent-compensation", "agent-models"]}}, {"subject": "elevenlabs", "gap": "llms_txt_without_agent_card", "evidence": {"dataset_count": 14, "domains": ["elevenlabs.io"]}}, {"subject": "supabase", "gap": "llms_txt_without_agent_card", "evidence": {"dataset_count": 13, "domains": ["supabase.com"]}}, {"subject": "supabase", "gap": "mcp_servers_listed_without_agent_card", "evidence": {"dataset_count": 13, "mcp_rows": 12}}, {"subject": "ai and liability", "gap": "high_signal_entity_not_in_surface_scan", "evidence": {"dataset_count": 13, "top": ["agent-incidents", "agent-legal-intel", "agent-regulations", "agent-compensation", "agent-regulatoryfines"]}}, {"subject": "spotify", "gap": "mcp_servers_listed_without_agent_card", "evidence": {"dataset_count": 13, "mcp_rows": 2}}, {"subject": "perplexity", "gap": "mcp_servers_listed_without_agent_card", "evidence": {"dataset_count": 12, "mcp_rows": 9}}, {"subject": "show hn skills mcp", "gap": "high_signal_entity_not_in_surface_scan", "evidence": {"dataset_count": 12, "top": ["agent-incidents", "agent-models", "agent-tools", "agent-regulations", "agent-failures"]}}, {"subject": "midjourney", "gap": "high_signal_entity_not_in_surface_scan", "evidence": {"dataset_count": 12, "top": ["agent-incidents", "agent-tools", "agent-compensation", "agent-domain-expiry", "agent-exec-moves"]}}, {"subject": "stripe", "gap": "llms_txt_without_agent_card", "evidence": {"dataset_count": 11, "domains": ["stripe.com"]}}, {"subject": "stripe", "gap": "mcp_servers_listed_without_agent_card", "evidence": {"dataset_count": 11, "mcp_rows": 45}}, {"subject": "modal", "gap": "high_signal_entity_not_in_surface_scan", "evidence": {"dataset_count": 11, "top": ["agent-compute-prices", "agent-compute-arb", "agent-incidents", "agent-research", "agent-models"]}}, {"subject": "zapier", "gap": "llms_txt_without_agent_card", "evidence": {"dataset_count": 11, "domains": ["zapier.com"]}}, {"subject": "zapier", "gap": "mcp_servers_listed_without_agent_card", "evidence": {"dataset_count": 11, "mcp_rows": 1}}, {"subject": "gemini 3 8 flash", "gap": "high_signal_entity_not_in_surface_scan", "evidence": {"dataset_count": 11, "top": ["agent-policydrift", "agent-models", "agent-incidents", "agent-research", "agent-regulations"]}}, {"subject": "palantir", "gap": "high_signal_entity_not_in_surface_scan", "evidence": {"dataset_count": 11, "top": ["agent-incidents", "agent-compensation", "agent-regulatoryfines", "agent-safety", "agent-supplychain"]}}, {"subject": "replicate", "gap": "llms_txt_without_agent_card", "evidence": {"dataset_count": 10, "domains": ["replicate.com"]}}, {"subject": "you are the harness", "gap": "high_signal_entity_not_in_surface_scan", "evidence": {"dataset_count": 10, "top": ["agent-incidents", "agent-models", "agent-tools", "agent-funding", "agent-regulations"]}}, {"subject": "xai", "gap": "high_signal_entity_not_in_surface_scan", "evidence": {"dataset_count": 10, "top": ["agent-incidents", "agent-research", "agent-regulations", "agent-funding", "agent-salary-live"]}}, {"subject": "bytedance", "gap": "high_signal_entity_not_in_surface_scan", "evidence": {"dataset_count": 10, "top": ["agent-incidents", "agent-chips", "agent-funding", "agent-legal-intel", "agent-models"]}}, {"subject": "swe-bench", "gap": "high_signal_entity_not_in_surface_scan", "evidence": {"dataset_count": 9, "top": ["agent-benchmarks-v2", "agent-research", "agent-incidents", "agent-models", "agent-compensation"]}}, {"subject": "booking", "gap": "mcp_servers_listed_without_agent_card", "evidence": {"dataset_count": 9, "mcp_rows": 14}}, {"subject": "talk like claude day", "gap": "high_signal_entity_not_in_surface_scan", "evidence": {"dataset_count": 9, "top": ["agent-incidents", "agent-models", "agent-chips", "agent-compensation", "agent-opensource"]}}, {"subject": "ebay", "gap": "mcp_servers_listed_without_agent_card", "evidence": {"dataset_count": 8, "mcp_rows": 1}}, {"subject": "samsung", "gap": "high_signal_entity_not_in_surface_scan", "evidence": {"dataset_count": 8, "top": ["agent-incidents", "agent-funding", "agent-regulations", "agent-tools", "agent-acquisitions"]}}, {"subject": "paypal", "gap": "llms_txt_without_agent_card", "evidence": {"dataset_count": 7, "domains": ["paypal.com"]}}, {"subject": "hubspot", "gap": "llms_txt_without_agent_card", "evidence": {"dataset_count": 6, "domains": ["hubspot.com"]}}, {"subject": "hubspot", "gap": "mcp_servers_listed_without_agent_card", "evidence": {"dataset_count": 6, "mcp_rows": 3}}, {"subject": "etsy", "gap": "llms_txt_without_agent_card", "evidence": {"dataset_count": 6, "domains": ["etsy.com"]}}, {"subject": "coinbase", "gap": "llms_txt_without_agent_card", "evidence": {"dataset_count": 5, "domains": ["coinbase.com"]}}, {"subject": "coinbase", "gap": "mcp_servers_listed_without_agent_card", "evidence": {"dataset_count": 5, "mcp_rows": 1}}, {"subject": "atlassian", "gap": "llms_txt_without_agent_card", "evidence": {"dataset_count": 5, "domains": ["atlassian.com"]}}, {"subject": "weaviate", "gap": "llms_txt_without_agent_card", "evidence": {"dataset_count": 4, "domains": ["weaviate.io"]}}, {"subject": "deepgram", "gap": "llms_txt_without_agent_card", "evidence": {"dataset_count": 4, "domains": ["deepgram.com"]}}, {"subject": "expedia", "gap": "llms_txt_without_agent_card", "evidence": {"dataset_count": 3, "domains": ["expedia.com"]}}, {"subject": "klarna", "gap": "llms_txt_without_agent_card", "evidence": {"dataset_count": 2, "domains": ["klarna.com"]}}, {"subject": "klarna", "gap": "mcp_servers_listed_without_agent_card", "evidence": {"dataset_count": 2, "mcp_rows": 4}}, {"subject": "adyen", "gap": "llms_txt_without_agent_card", "evidence": {"dataset_count": 1, "domains": ["adyen.com"]}}], "summary": {"mcp_servers_listed_without_agent_card": 30, "high_signal_entity_not_in_surface_scan": 26, "llms_txt_without_agent_card": 26}}, "provenance": ["/home/legion33/legion-mind/legion_mind.db", "/home/legion33/agent-surface/surface.db", "/mnt/legion/agents/agent-acquisitions/acquisitions.db", "/mnt/legion/agents/agent-api-pricing/pricing.db", "/mnt/legion/agents/agent-apistatus/apistatus.db", "/mnt/legion/agents/agent-arxiv/papers.db", "/mnt/legion/agents/agent-attest/attest.db", "/mnt/legion/agents/agent-benchmarks/benchmarks.db", "/mnt/legion/agents/agent-benchmarks-v2/benchmarks.db", "/mnt/legion/agents/agent-canary/canary.db", "/mnt/legion/agents/agent-capabilities/capabilities.db", "/mnt/legion/agents/agent-changelog/changelog.db", "/mnt/legion/agents/agent-chips/chips.db", "/mnt/legion/agents/agent-climate-compute/climate.db", "/mnt/legion/agents/agent-compensation/compensation.db", "/mnt/legion/agents/agent-compute/compute.db", "/mnt/legion/agents/agent-compute-arb/arb.db", "/mnt/legion/agents/agent-compute-energy/compute_energy.db", "/mnt/legion/agents/agent-compute-prices/compute.db", "/mnt/legion/agents/agent-consumer/consumer.db", "/mnt/legion/agents/agent-contracts/contracts.db", "/mnt/legion/agents/agent-controversies/controversies.db", "/mnt/legion/agents/agent-crypto/crypto.db", "/mnt/legion/agents/agent-cve/cve.db", "/mnt/legion/agents/agent-cyprus/cyprus.db", "/mnt/legion/agents/agent-darkpool/darkpool.db", "/mnt/legion/agents/agent-datacenters/datacenters.db", "/mnt/legion/agents/agent-deployments/deployments.db", "/mnt/legion/agents/agent-domain-expiry/expiry.db", "/mnt/legion/agents/agent-domains/domains.db", "/mnt/legion/agents/agent-drift/drift.db", "/mnt/legion/agents/agent-earnings/earnings.db", "/mnt/legion/agents/agent-energy/energy.db", "/mnt/legion/agents/agent-energy-futures/energy.db", "/mnt/legion/agents/agent-energy-prices/energy.db", "/mnt/legion/agents/agent-enterprise/enterprise.db", "/mnt/legion/agents/agent-ethics/ethics.db", "/mnt/legion/agents/agent-exec-moves/exec.db", "/mnt/legion/agents/agent-executive-moves/moves.db", "/mnt/legion/agents/agent-failures/failures.db", "/mnt/legion/agents/agent-funding/funding.db", "/mnt/legion/agents/agent-ghost/ghost.db", "/mnt/legion/agents/agent-github-ai/repos.db", "/mnt/legion/agents/agent-grants/grants.db", "/mnt/legion/agents/agent-hf-trending/trending.db", "/mnt/legion/agents/agent-hnjobs/jobs.db", "/mnt/legion/agents/agent-incidents/incidents.db", "/mnt/legion/agents/agent-inference/inference.db", "/mnt/legion/agents/agent-insurance/insurance.db", "/mnt/legion/agents/agent-jobs/jobs.db", "/mnt/legion/agents/agent-latency/latency.db", "/mnt/legion/agents/agent-launches/launches.db", "/mnt/legion/agents/agent-lawsuits/lawsuits.db", "/mnt/legion/agents/agent-layoffs/layoffs.db", "/mnt/legion/agents/agent-leads/leads.db", "/mnt/legion/agents/agent-legal/legal.db", "/mnt/legion/agents/agent-legal-intel/legal.db", "/mnt/legion/agents/agent-licenses/licenses.db", "/mnt/legion/agents/agent-lobbying/lobbying.db", "/mnt/legion/agents/agent-media/media.db", "/mnt/legion/agents/agent-military/military.db", "/mnt/legion/agents/agent-models/models.db", "/mnt/legion/agents/agent-opensource/opensource.db", "/mnt/legion/agents/agent-oracle/oracle.db", "/mnt/legion/agents/agent-outages/outages.db", "/mnt/legion/agents/agent-papers/papers.db", "/mnt/legion/agents/agent-partnerships/partnerships.db", "/mnt/legion/agents/agent-policydrift/policydrift.db", "/mnt/legion/agents/agent-pricing/pricing.db", "/mnt/legion/agents/agent-pricing-v2/pricing.db", "/mnt/legion/agents/agent-procurement/procurement.db", "/mnt/legion/agents/agent-prompts/prompts.db", "/mnt/legion/agents/agent-quantum/quantum.db", "/mnt/legion/agents/agent-ratelimits/ratelimits.db", "/mnt/legion/agents/agent-realestate/realestate.db", "/mnt/legion/agents/agent-reddit-mentions/mentions.db", "/mnt/legion/agents/agent-reg-fines/fines.db", "/mnt/legion/agents/agent-regulations/regulations.db", "/mnt/legion/agents/agent-regulatoryfines/regulatoryfines.db", "/mnt/legion/agents/agent-releases/releases.db", "/mnt/legion/agents/agent-research/research.db", "/mnt/legion/agents/agent-safety/safety.db", "/mnt/legion/agents/agent-security/security.db", "/mnt/legion/agents/agent-sentiment/sentiment.db", "/mnt/legion/agents/agent-sovereign/sovereign.db", "/mnt/legion/agents/agent-space-compute/space.db", "/mnt/legion/agents/agent-standards/standards.db", "/mnt/legion/agents/agent-stars/stars.db", "/mnt/legion/agents/agent-supply/supply.db", "/mnt/legion/agents/agent-supplychain/supplychain.db", "/mnt/legion/agents/agent-talent/talent.db", "/mnt/legion/agents/agent-talent-flow/talent.db", "/mnt/legion/agents/agent-techstack/techstack.db", "/mnt/legion/agents/agent-tokenomics/tokenomics.db", "/mnt/legion/agents/agent-tools/tools.db", "/mnt/legion/agents/agent-trainingcost/trainingcost.db", "/mnt/legion/agents/agent-valuations/valuations.db", "/mnt/legion/agents/agent-vps-prices/vps.db", "/mnt/legion/agents/agent-water-nexus/water.db", "/mnt/legion/agents/agent-wayback-prices/prices.db", "/mnt/legion/agents/agent-neuromorphic/neuro.db", "/mnt/legion/agents/agent-lobbying-money/lobby.db", "/mnt/legion/agents/agent-salary-live/salary.db", "/mnt/legion/agents/agent-synthetic-data/synth.db", "/mnt/legion/agents/agent-carbon/carbon.db", "/mnt/legion/agents/agent-economy/economy.db", "/home/legion33/agent-mcp-registry/mcp.db", "/home/legion33/agent-protocol-watch/protocols.db", "/home/legion33/agent-temp0/temp0.db", "/home/legion33/agent-vanish/vanish.db", "/home/legion33/agent-trials/trials.db", "/home/legion33/agent-retractions/retractions.db", "/home/legion33/agent-taboo-market/taboo.db", "/home/legion33/agent-reclaim/reclaim.db", "/home/legion33/agent-surface-source/surface_source.db", "/home/legion33/agent-thresholds/thresholds.db", "/mnt/legion/agents/agent-orphan-adoption/adoption.db", "/mnt/legion/agents/agent-orbital-compute/orbital.db"], "confidence": 0.6}