From 850c38b20d575e113b51f1bf88869296a9efdebd Mon Sep 17 00:00:00 2001 From: tensorfeed-freshness-bot Date: Mon, 20 Jul 2026 12:02:11 +0000 Subject: [PATCH] chore(freshness): weekly curated-page review --- data/agents-directory.json | 12 +++++- data/ai-infrastructure-projects.json | 32 +++++++++++---- data/benchmarks.json | 6 +-- data/page-freshness.json | 16 ++++---- data/pricing.json | 28 ++++++++++++- data/timeline.json | 14 +++++++ worker/src/ai-hardware.ts | 61 +++++++++++++++++++++++++++- 7 files changed, 148 insertions(+), 21 deletions(-) diff --git a/data/agents-directory.json b/data/agents-directory.json index 2c901b8e..38c0955b 100644 --- a/data/agents-directory.json +++ b/data/agents-directory.json @@ -1,5 +1,5 @@ { - "lastUpdated": "2026-06-05", + "lastUpdated": "2026-07-20", "categories": [ { "id": "coding", @@ -208,6 +208,16 @@ "pricing": "Usage-based via OpenAI API", "launched": 2023 }, + { + "id": "amazon-bedrock-agentcore", + "name": "Amazon Bedrock AgentCore", + "provider": "Amazon Web Services", + "category": "frameworks", + "description": "A managed orchestration runtime on Amazon Bedrock that handles models, tools, instructions, memory, and error recovery for production agentic workflows. Reached general availability in July 2026 with MCP Tasks and Apps extensions, enabling developers to build multi-step AI agents without managing the orchestration infrastructure.", + "url": "https://aws.amazon.com/bedrock/", + "pricing": "Usage-based via AWS", + "launched": 2026 + }, { "id": "claude-mcp", "name": "Model Context Protocol (MCP)", diff --git a/data/ai-infrastructure-projects.json b/data/ai-infrastructure-projects.json index 85a2127c..123596be 100644 --- a/data/ai-infrastructure-projects.json +++ b/data/ai-infrastructure-projects.json @@ -1,6 +1,6 @@ { "version": 2, - "generated_at": "2026-06-05T00:00:00Z", + "generated_at": "2026-07-20T00:00:00Z", "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": { @@ -47,9 +47,9 @@ "capacity_mw_announced": 5000, "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.", + "target_operational": "2032", + "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 $27 billion joint venture with Blue Owl Capital (80% Blue Owl, 20% Meta). On July 13, 2026, Meta expanded the plan to a confirmed 5 GW, $50 billion build on roughly 2,250 acres (approximately 4 million sq ft), pushing the timeline to 2032 at full build. Meta committed over $1 billion in local infrastructure including roads, water, and wastewater. Entergy Louisiana is the serving utility and is building dedicated gas-fired 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/" @@ -150,13 +150,13 @@ "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", + "target_operational": "ongoing", "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. The first Fairwater facility went fully operational on June 23, 2026, after roughly two years of construction with nearly 10,000 workers. Approximately 550 full-time employees on-site. A second adjacent facility is under construction, scheduled for 2028. We Energies has separately filed for approval of new natural gas peaker plants attributed to the data center load.", "primary_sources": [ "https://blogs.microsoft.com/blog/2024/05/08/3-3b-microsoft-investment-in-mount-pleasant-to-spur-ai-innovation/" ] @@ -286,6 +286,24 @@ "https://www.cnbc.com/2026/06/01/stargate-project-michigan-live-updates.html" ] }, + { + "id": "microsoft-pecos-tx", + "name": "Microsoft Pecos Campus", + "operator": "Microsoft", + "partners": ["Chevron"], + "location": { "city": "Pecos", "state": "Texas", "country": "USA" }, + "status": "announced", + "capacity_mw_announced": 2000, + "power_source": "natural gas (dedicated behind-the-meter, Chevron 20-year supply agreement)", + "announced_date": "2026-06-22", + "target_operational": "2028", + "capex_usd_billion": null, + "context": "Microsoft's largest single capacity addition at announcement. A campus in Reeves County, West Texas targeting approximately 2 GW of IT capacity, scaling to 2.67 GW at full build. Power comes from a dedicated behind-the-meter natural gas plant through a 20-year supply agreement with Chevron, bypassing public grid interconnection at launch. First power targeted 2028. Over 6,000 peak construction jobs projected.", + "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.datacenterdynamics.com/en/news/microsoft-plans-2gw-data-center-campus-in-pecos-texas/" + ] + }, { "id": "anthropic-fluidstack-us", "name": "Anthropic AI Infrastructure (Fluidstack)", diff --git a/data/benchmarks.json b/data/benchmarks.json index add67cfa..d227ad70 100644 --- a/data/benchmarks.json +++ b/data/benchmarks.json @@ -1,5 +1,5 @@ { - "lastUpdated": "2026-07-05", + "lastUpdated": "2026-07-20", "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 }, @@ -30,13 +30,13 @@ "model": "Claude Fable 5", "provider": "Anthropic", "released": "2026-06", - "scores": { "swe_bench": 95.0 } + "scores": { "gpqa_diamond": 92.6, "swe_bench": 95.0 } }, { "model": "Claude Sonnet 5", "provider": "Anthropic", "released": "2026-06", - "scores": { "swe_bench": 85.2 } + "scores": { "gpqa_diamond": 91.1, "swe_bench": 85.2 } }, { "model": "Claude Opus 4.8", diff --git a/data/page-freshness.json b/data/page-freshness.json index 16bafe41..22fcfa34 100644 --- a/data/page-freshness.json +++ b/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": "2026-07-20", "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": "2026-07-20", "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": "2026-07-20", "cadence": "monthly", "notes": "Historical record of AI ecosystem milestones. Monthly review for new entries." }, "/models": { - "last_reviewed": "2026-06-05", + "last_reviewed": "2026-07-20", "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": "2026-07-20", "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": "2026-07-20", "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": "2026-07-20", "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": "2026-07-20", "cadence": "monthly", "notes": "Curated podcast list in the page itself. Monthly review to add new AI-focused podcasts and prune dormant ones." } diff --git a/data/pricing.json b/data/pricing.json index f374c46a..1d32b2db 100644 --- a/data/pricing.json +++ b/data/pricing.json @@ -1,5 +1,5 @@ { - "lastUpdated": "2026-07-12", + "lastUpdated": "2026-07-20", "providers": [ { "id": "anthropic", @@ -624,6 +624,32 @@ } ] }, + { + "id": "moonshot", + "name": "Moonshot AI", + "logo": "/images/providers/moonshot.png", + "url": "https://moonshot.ai", + "models": [ + { + "id": "kimi-k3", + "name": "Kimi K3", + "inputPrice": 3, + "outputPrice": 15, + "contextWindow": 1000000, + "released": "2026-07", + "openSource": true, + "license": "Open weights, license TBD", + "capabilities": [ + "text", + "vision", + "code", + "reasoning", + "tool-use" + ], + "tier": "flagship" + } + ] + }, { "id": "meituan", "name": "Meituan", diff --git a/data/timeline.json b/data/timeline.json index 567b5b8c..c5183c50 100644 --- a/data/timeline.json +++ b/data/timeline.json @@ -1,5 +1,19 @@ { "events": [ + { + "date": "2026-07-16", + "title": "Moonshot AI Releases Kimi K3, a 2.8T Open-Weight Flagship", + "provider": "Moonshot AI", + "category": "model-release", + "description": "Moonshot AI released Kimi K3 on July 16, 2026, a 2.8 trillion parameter mixture-of-experts model and the largest open-weight model released to date. The model uses 896 experts with 16 active per token (roughly 1.8% activation rate), supports a 1 million token context window with always-on thinking mode, and is multimodal. API access went live immediately at $3 per million input tokens and $15 per million output, with open weights promised by July 27. Independent benchmarks place Kimi K3 fourth among all frontier models, behind Claude Fable 5 and GPT-5.6 Sol but above Claude Opus 4.8 on several agentic coding tasks. The model is available on Kimi.com, Kimi Work, Kimi Code, and the Kimi API." + }, + { + "date": "2026-07-13", + "title": "Meta Expands Hyperion Campus to 5 GW and $50 Billion", + "provider": "Meta", + "category": "funding", + "description": "Meta announced on July 13, 2026 that its Hyperion campus in Richland Parish, Louisiana has been expanded from its original $27 billion joint-venture plan to a confirmed 5 GW, $50 billion build spanning roughly 2,250 acres (approximately 4 million square feet). The 2 GW phase is targeted for completion by 2030; full 5 GW by approximately 2032. Meta also committed over $1 billion in local infrastructure including roads, water, and wastewater systems. Since construction began in December 2024, local businesses have received $1.6 billion in contracts. Hyperion is now the largest announced single AI datacenter campus by committed capital." + }, { "date": "2026-07-09", "title": "OpenAI Makes GPT-5.6 Sol, Terra, and Luna Generally Available", diff --git a/worker/src/ai-hardware.ts b/worker/src/ai-hardware.ts index 56c93bf7..229418b2 100644 --- a/worker/src/ai-hardware.ts +++ b/worker/src/ai-hardware.ts @@ -198,7 +198,46 @@ export const AI_HARDWARE_CATALOG: AIHardware[] = [ url: 'https://www.nvidia.com/en-us/geforce/graphics-cards/50-series/rtx-5090/', }, + { + id: 'vera-rubin-r100', + name: 'NVIDIA Vera Rubin (R100)', + manufacturer: 'NVIDIA', + family: 'Rubin', + process: 'TSMC N3', + released: '2026', + memoryGB: 288, + memoryBandwidthTBs: 22.0, + fp16TFLOPS: 4000, + fp8TFLOPS: 17500, + fp4TFLOPS: 50000, + tdpWatts: null as unknown as number, + interconnect: 'NVLink + Vera CPU C2C (NVL72 rack: 260 TB/s scale-up)', + listPriceUSD: null, + availability: 'Cloud only (AWS, Azure, GCP, Oracle, CoreWeave, Lambda; deliveries begin fall 2026)', + notes: 'Rubin-generation flagship. 288 GB HBM4 at 22 TB/s. In full production since June 2026. FP4 and FP8 tensor core width doubled versus Blackwell; FP16 scales at 1.6x Blackwell. Ships as NVL72 (72 GPUs paired with 36 Vera CPUs). fp8TFLOPS derived from NVL72 system spec of 1,260 PFLOPS divided by 72 chips.', + url: 'https://www.nvidia.com/en-us/data-center/vera-rubin-nvl72/', + }, + // ── AMD ──────────────────────────────────────────────────── + { + id: 'mi350x', + name: 'AMD MI350X', + manufacturer: 'AMD', + family: 'Instinct', + process: 'TSMC N3P / N6 I/O', + released: '2025-Q3', + memoryGB: 288, + memoryBandwidthTBs: 8.0, + fp16TFLOPS: 2310, + fp8TFLOPS: 4610, + fp4TFLOPS: 9230, + tdpWatts: 1000, + interconnect: 'Infinity Fabric (CDNA 4)', + listPriceUSD: null, + availability: 'Cloud (TensorWave, Vultr, Oracle, others) and direct sale', + notes: 'CDNA 4 architecture. 288 GB HBM3e at 8 TB/s. First AMD Instinct with native FP4 and FP6 support. Roughly 4x generational AI compute improvement over MI300X. Shipping since Q3 2025.', + url: 'https://www.amd.com/en/products/accelerators/instinct/mi350/mi350x.html', + }, { id: 'mi325x', name: 'AMD MI325X', @@ -278,6 +317,26 @@ export const AI_HARDWARE_CATALOG: AIHardware[] = [ url: 'https://cloud.google.com/tpu/docs/v5e', }, + { + id: 'tpu-v7', + name: 'Google TPU v7 (Ironwood)', + manufacturer: 'Google', + family: 'TPU', + process: 'TSMC N3', + released: '2026-04', + memoryGB: 192, + memoryBandwidthTBs: 7.38, + fp16TFLOPS: 2307, + fp8TFLOPS: 4614, + fp4TFLOPS: null, + tdpWatts: null as unknown as number, + interconnect: 'ICI (Inter-Chip Interconnect); 9,216-chip superpod at 42.5 ExaFLOPS FP8', + listPriceUSD: null, + availability: 'Google Cloud only (GA April 2026, Vertex AI and GCE)', + notes: "Google's inference-era TPU. First generation with native FP8 support. 192 GB HBM at 7.38 TB/s. fp16/fp8 from Google Cloud official docs. Anthropic committed to up to one million Ironwood chips for Claude training and serving.", + url: 'https://cloud.google.com/tpu/docs/tpu7x', + }, + // ── AWS Trainium ────────────────────────────────────────── { id: 'trainium-2', @@ -401,4 +460,4 @@ export const AI_HARDWARE_CATALOG: AIHardware[] = [ }, ]; -export const AI_HARDWARE_LAST_UPDATED = '2026-06-05'; +export const AI_HARDWARE_LAST_UPDATED = '2026-07-20';