freshness: weekly curated-page review

data/agents-directory.json

@@ -1,5 +1,5 @@
 {
-  "lastUpdated": "2026-06-05",
+  "lastUpdated": "2026-07-13",
   "categories": [
     {
       "id": "coding",
@@ -78,6 +78,16 @@
       "pricing": "Free tier, Pro $20/mo",
       "launched": 2022
     },
+    {
+      "id": "claude-science",
+      "name": "Claude Science",
+      "provider": "Anthropic",
+      "category": "research",
+      "description": "A scientific research workbench analogous to Claude Code for software engineering. Integrates with 60-plus scientific databases and computation tools, produces auditable and reproducible artifacts (3D protein structures, chemistry visualizations), and can run on a lab's own infrastructure to keep data on-premises. Designed for computational biology, drug development, and experimental science workflows.",
+      "url": "https://www.anthropic.com/news/claude-science-ai-workbench",
+      "pricing": "Included in paid Claude plans (Pro $20/mo and above). Research credit grants also available.",
+      "launched": 2026
+    },
     {
       "id": "elicit",
       "name": "Elicit",
@@ -118,6 +128,16 @@
       "pricing": "Free tier, Advanced $19.99/mo (included with Google One AI Premium)",
       "launched": 2023
     },
+    {
+      "id": "microsoft-scout",
+      "name": "Microsoft Scout",
+      "provider": "Microsoft",
+      "category": "general",
+      "description": "An always-on personal AI agent that runs continuously in the background across Microsoft 365 (Teams, Outlook, OneDrive, SharePoint). Scout proactively schedules meetings, flags risks, identifies upcoming deliverables, and pre-blocks calendar time. It holds its own governed Microsoft Entra identity and operates with Microsoft Purview enforcement for enterprise security and compliance.",
+      "url": "https://www.microsoft.com/en-us/microsoft-365/blog/2026/06/02/introducing-microsoft-scout-your-always-on-personal-agent/",
+      "pricing": "Governance layer $15/user/month plus Azure execution credits. Requires M365 enterprise plan and GitHub Copilot license.",
+      "launched": 2026
+    },
     {
       "id": "gemini-spark",
       "name": "Gemini Spark",

data/ai-infrastructure-projects.json

@@ -1,6 +1,6 @@
 {
   "version": 2,
-  "generated_at": "2026-06-05T00:00:00Z",
+  "generated_at": "2026-07-13T00:00:00Z",
   "license": "TF curation CC-BY-4.0. Underlying public-record sources retain their original license.",
   "notice": "Editorial registry of disclosed major AI buildout projects. Each entry preserves canonical source URLs. Capacity, capex, and timeline figures reflect publicly announced or reported numbers at time of curation and may evolve. Status enum: announced (publicly committed, no ground broken), permitted (regulatory greenlights obtained), construction (active build), operational (online and serving traffic). Power source enum is the announced primary source; many projects mix multiple feeds.",
   "schema": {
@@ -48,11 +48,12 @@
       "power_source": "natural gas plus grid",
       "announced_date": "2024-12-04",
       "target_operational": "2030",
-      "capex_usd_billion": 27,
-      "context": "Meta's largest single data center campus. Originally announced December 2024 as a $10 billion independent project; restructured in October 2025 into a $27 billion joint venture with Blue Owl Capital (80% Blue Owl, 20% Meta). Up to 5 GW total capacity; Phase 1 targets 1.5 GW by late 2027, using roughly 1.3 million NVIDIA Blackwell GPUs. Entergy Louisiana is the serving utility and is building 10 gas-fired plants to serve the load.",
+      "capex_usd_billion": 50,
+      "context": "Meta's largest single data center campus. Originally announced December 2024 as a $10 billion independent project; restructured in October 2025 into a joint venture with Blue Owl Capital (80 percent Blue Owl, 20 percent Meta). Total investment reached $50 billion as of July 2026, per CNBC reporting. Up to 5 GW total capacity; Phase 1 targets 1.5 GW by late 2027, using roughly 1.3 million NVIDIA Blackwell GPUs. Entergy Louisiana is the serving utility and is building 10 natural gas plants to serve the load.",
       "primary_sources": [
         "https://about.fb.com/news/2024/12/meta-establishing-louisiana-data-center/",
-        "https://about.fb.com/news/2025/10/meta-blue-owl-capital-develop-hyperion-data-center/"
+        "https://about.fb.com/news/2025/10/meta-blue-owl-capital-develop-hyperion-data-center/",
+        "https://www.cnbc.com/2026/07/13/meta-louisiana-data-center-investment-reaches-50-billion-amid-ai-push.html"
       ]
     },
     {
@@ -150,15 +151,16 @@
       "operator": "Microsoft",
       "partners": ["We Energies"],
       "location": { "city": "Mount Pleasant", "state": "Wisconsin", "country": "USA" },
-      "status": "construction",
+      "status": "operational",
       "capacity_mw_announced": null,
       "power_source": "mixed including new gas plants",
       "announced_date": "2024-03-08",
       "target_operational": "2026",
       "capex_usd_billion": 3.3,
-      "context": "Sits on the former Foxconn site. Microsoft announced an additional $3.3 billion commitment in 2024 on top of earlier phases. We Energies has separately filed for approval of two new natural gas peaker plants partly attributed to the data center load.",
+      "context": "Sits on the former Foxconn site. Microsoft announced an additional $3.3 billion commitment in 2024 on top of earlier phases. We Energies has separately filed for approval of two new natural gas peaker plants partly attributed to the data center load. The first facility (Fairwater Datacenter) became operational June 23, 2026, built by approximately 10,000 construction workers and completed ahead of schedule. A second adjacent building is under construction with completion targeted for 2028.",
       "primary_sources": [
-        "https://blogs.microsoft.com/blog/2024/05/08/3-3b-microsoft-investment-in-mount-pleasant-to-spur-ai-innovation/"
+        "https://blogs.microsoft.com/blog/2024/05/08/3-3b-microsoft-investment-in-mount-pleasant-to-spur-ai-innovation/",
+        "https://news.microsoft.com/source/2026/06/23/microsoft-completes-construction-on-first-datacenter-facility-in-mount-pleasant-wisconsin/"
       ]
     },
     {
@@ -303,6 +305,60 @@
         "https://www.anthropic.com/news/anthropic-invests-50-billion-in-american-ai-infrastructure"
       ]
     },
+    {
+      "id": "microsoft-pecos",
+      "name": "Microsoft Pecos Campus",
+      "operator": "Microsoft",
+      "partners": ["Chevron (Project Kilby)"],
+      "location": { "city": "Pecos", "state": "Texas", "country": "USA" },
+      "status": "construction",
+      "capacity_mw_announced": 2000,
+      "power_source": "natural gas (off-grid, Chevron Project Kilby co-located generation)",
+      "announced_date": "2026-06-22",
+      "target_operational": "2028",
+      "capex_usd_billion": null,
+      "context": "Announced June 22, 2026, the Pecos campus targets approximately 2 GW of IT load in Reeves County, West Texas. Power comes from Chevron Project Kilby, a co-located 2.67 GW natural gas generation facility under a 20-year power purchase agreement with Microsoft. The campus uses closed-loop cooling with no ongoing water withdrawals. First power is targeted for 2028. GE Vernova large gas turbines and Solar Turbines are the primary power equipment.",
+      "primary_sources": [
+        "https://blogs.microsoft.com/blog/2026/06/22/powering-the-next-wave-of-ai-expanding-capacity-with-our-new-datacenter-in-pecos/",
+        "https://www.chevron.com/newsroom/2026/q2/chevron-signs-20-year-power-agreement-with-microsoft-for-west-texas-data-center"
+      ]
+    },
+    {
+      "id": "meta-alberta",
+      "name": "Meta Alberta Campus",
+      "operator": "Meta",
+      "partners": ["Government of Alberta"],
+      "location": { "city": "Sturgeon County", "state": "Alberta", "country": "Canada" },
+      "status": "construction",
+      "capacity_mw_announced": 1000,
+      "power_source": "natural gas plus renewable matching",
+      "announced_date": "2026-07-08",
+      "target_operational": "2029",
+      "capex_usd_billion": 9.17,
+      "context": "Meta broke ground on its first Canadian data center on July 8, 2026, in Sturgeon County near Edmonton, Alberta. The campus targets 1 GW of capacity scalable to 1.8 GW, at a total investment of approximately $9.17 billion (CAD $12.5 billion). It is Meta's 33rd global data center. Power is supplied under a long-term agreement tied to a new natural gas facility, with electricity use matched 100 percent with clean or renewable energy. The campus is expected to employ approximately 3,000 construction workers and 300 permanent staff.",
+      "primary_sources": [
+        "https://about.fb.com/news/2026/07/breaking-ground-on-metas-first-data-center-in-canada/",
+        "https://www.cnbc.com/2026/07/08/meta-is-building-its-first-big-data-center-in-canada-amid-ai-push.html"
+      ]
+    },
+    {
+      "id": "prometheus-hyperscale-wyoming",
+      "name": "Prometheus Hyperscale Wyoming",
+      "operator": "Prometheus Hyperscale",
+      "partners": ["In-Q-Tel"],
+      "location": { "city": "Evanston", "state": "Wyoming", "country": "USA" },
+      "status": "permitted",
+      "capacity_mw_announced": 1250,
+      "power_source": "natural gas (islanded microgrid, no public grid connection)",
+      "announced_date": "2026-06-22",
+      "target_operational": "2029",
+      "capex_usd_billion": null,
+      "context": "Prometheus Hyperscale received unanimous conditional use permit approval from Uinta County commissioners on June 18, 2026, for a 506-acre campus approximately 12 miles east of Evanston, Wyoming. Initial capacity targets 1.25 GW from an islanded natural gas microgrid with no public utility connection; the site can expand to 5 GW. The backer, Prometheus Hyperscale, is affiliated with In-Q-Tel, the CIA-affiliated venture firm. Construction is expected within six months of final permitting, with the full 1.25 GW buildout planned over 48 to 60 months. The initial phase would exceed all Wyoming residential electricity consumption combined.",
+      "primary_sources": [
+        "https://www.datacenterdynamics.com/en/news/prometheus-hyperscale-secures-planning-approval-for-gigawatt-data-center-campus-in-wyoming/",
+        "https://www.prnewswire.com/news-releases/prometheus-hyperscale-secures-unanimous-conditional-use-permit-approval-from-uinta-county-commissioners-302803665.html"
+      ]
+    },
     {
       "id": "anthropic-spacex-colossus-orbital",
       "name": "Orbital AI Compute (Concept)",

data/benchmarks.json

@@ -1,5 +1,5 @@
 {
-  "lastUpdated": "2026-07-05",
+  "lastUpdated": "2026-07-13",
   "benchmarks": [
     { "id": "swe_bench", "name": "SWE-bench", "description": "Real-world software engineering tasks from GitHub issues (SWE-bench Verified)", "maxScore": 100 },
     { "id": "mmlu_pro", "name": "MMLU-Pro", "description": "General knowledge and reasoning across 57 subjects", "maxScore": 100 },
@@ -8,6 +8,24 @@
     { "id": "math", "name": "MATH", "description": "Competition-level mathematics problems", "maxScore": 100 }
   ],
   "models": [
+    {
+      "model": "GPT-5.6 Sol",
+      "provider": "OpenAI",
+      "released": "2026-07",
+      "scores": { "gpqa_diamond": 94.6 }
+    },
+    {
+      "model": "Grok 4.5",
+      "provider": "xAI",
+      "released": "2026-07",
+      "scores": { "swe_bench": 86.6, "gpqa_diamond": 93.1 }
+    },
+    {
+      "model": "Muse Spark 1.1",
+      "provider": "Meta",
+      "released": "2026-07",
+      "scores": { "gpqa_diamond": 88.4 }
+    },
     {
       "model": "GPT-5.5",
       "provider": "OpenAI",

data/page-freshness.json

@@ -8,42 +8,42 @@
   "policy": "Editor bumps last_reviewed when the page gets a real review or content update. Pages with cadence other than 'editorial' get a Next-Review-Due stamp computed from last_reviewed + cadence interval, and surface an OVERDUE flag when today is past that date.",
   "pages": {
     "/ai-infrastructure": {
-      "last_reviewed": "2026-06-05",
+      "last_reviewed": "2026-07-13",
       "cadence": "weekly",
       "notes": "New projects added when announced; updates when status (announced/permitted/construction/operational) changes."
     },
     "/ai-crawler-access": {
-      "last_reviewed": "2026-06-02",
+      "last_reviewed": "2026-07-13",
       "cadence": "weekly",
       "notes": "Aggregate numbers refresh from the daily crawl via the live summary endpoint. This stamp tracks editorial review of the methodology and seed universe (worker/src/ai-crawler-access-seeds.ts)."
     },
     "/timeline": {
-      "last_reviewed": "2026-05-13",
+      "last_reviewed": "2026-07-13",
       "cadence": "monthly",
       "notes": "Historical record of AI ecosystem milestones. Monthly review for new entries."
     },
     "/models": {
-      "last_reviewed": "2026-06-05",
+      "last_reviewed": "2026-07-13",
       "cadence": "weekly",
       "notes": "Model catalog and pricing. Update when a flagship drops, when a tracked model is deprecated, or when a provider changes pricing. Reminder issue opens Mondays via weekly-models-check workflow."
     },
     "/ai-hardware": {
-      "last_reviewed": "2026-06-05",
+      "last_reviewed": "2026-07-13",
       "cadence": "weekly",
       "notes": "Hand-curated AI accelerator chip catalog in worker/src/ai-hardware.ts. Update when a new datacenter chip ships (NVIDIA, AMD, Google, AWS, Apple, Cerebras, Groq) or when specs are corrected. Reminder issue opens Mondays via weekly-ai-hardware-check workflow."
     },
     "/agents": {
-      "last_reviewed": "2026-06-05",
+      "last_reviewed": "2026-07-13",
       "cadence": "biweekly",
       "notes": "Agent-only work directory and the ARB-backed agent surface. Refresh data/agents-directory.json when notable new agent products ship or when categories shift. Reminder issue opens every other Monday via biweekly-agents-directory-check workflow."
     },
     "/benchmarks": {
-      "last_reviewed": "2026-06-05",
+      "last_reviewed": "2026-07-13",
       "cadence": "weekly",
       "notes": "data/benchmarks.json. Add a row when a flagship lands or when benchmark rankings materially shift. Reminder issue opens Mondays via existing weekly-benchmarks-check workflow."
     },
     "/podcasts": {
-      "last_reviewed": "2026-05-21",
+      "last_reviewed": "2026-07-13",
       "cadence": "monthly",
       "notes": "Curated podcast list in the page itself. Monthly review to add new AI-focused podcasts and prune dormant ones."
     }

data/pricing.json

@@ -1,5 +1,5 @@
 {
-  "lastUpdated": "2026-07-05",
+  "lastUpdated": "2026-07-13",
   "providers": [
     {
       "id": "anthropic",
@@ -353,6 +353,22 @@
             "code"
           ],
           "tier": "flagship"
+        },
+        {
+          "id": "muse-spark-1-1",
+          "name": "Muse Spark 1.1",
+          "inputPrice": 1.25,
+          "outputPrice": 4.25,
+          "contextWindow": 1000000,
+          "released": "2026-07",
+          "capabilities": [
+            "text",
+            "vision",
+            "tool-use",
+            "code",
+            "reasoning"
+          ],
+          "tier": "flagship"
         }
       ]
     },
@@ -513,6 +529,21 @@
             "code"
           ],
           "tier": "flagship"
+        },
+        {
+          "id": "grok-4-5",
+          "name": "Grok 4.5",
+          "inputPrice": 2,
+          "outputPrice": 6,
+          "contextWindow": 500000,
+          "released": "2026-07",
+          "capabilities": [
+            "text",
+            "vision",
+            "tool-use",
+            "code"
+          ],
+          "tier": "flagship"
         }
       ]
     },