{
  "_meta": {
    "publication": "The AI Stack Weekly",
    "schemaVersion": "2026.05.02",
    "generatedAt": "2026-09-08T22:45:13.109Z",
    "canonicalUrl": "https://brianletort.ai/industry/weekly/2026-W25",
    "markdownUrl": "https://brianletort.ai/industry/weekly/2026-W25/llm.md",
    "pdfUrl": "https://brianletort.ai/downloads/ai-stack-weekly-2026-W25.pdf",
    "sourceFile": "src/data/industry/weekly/2026-W25.ts"
  },
  "issue": {
    "slug": "2026-W25",
    "isoYear": 2026,
    "isoWeek": 25,
    "issueNumber": 9,
    "publishedAt": "2026-06-20",
    "executiveSummary": {
      "keyTakeaways": [
        "FERC issued six simultaneous Section 206 show-cause orders telling PJM, MISO, SPP, CAISO, ISO-NE, and NYISO their tariffs 'appear unjust and unreasonable' for large data-center loads — national interconnection rules are being rewritten on a 60-day clock.",
        "Z.ai's GLM-5.2 shipped under a genuine MIT license, and independent testing says it beats GPT-5.5 on several long-horizon coding benchmarks at roughly one-sixth the cost — while Claude Fable 5 stayed government-suspended the entire week and Gemini 3.5 Pro slipped to July.",
        "Developers kept routing around the interconnection queue entirely (Cummins-Circe's 2GW behind-the-meter gas) while Amazon ($10B Missouri) and Google ($1.5B Alabama) added grid-connected capacity explicitly paying 100% of interconnection cost.",
        "Capital flow: CoreWeave's backlog ticked to ~$100B with a Cantor estimate of ~$131B by end-Q2; Meta-Crusoe's reported ~1.6GW deal stayed unconfirmed with both parties declining comment.",
        "Signal-vs-noise: GPT-5.6 and 'Grok V9' imminence is rumor with no primary artifact; treat the Meta-Crusoe deal as reported, not closed.",
        "Watch PJM's 2028/29 capacity auction results (~Jul 7) and the RTO/ISO compliance filings due by Aug 17 — the quarter's most important power-cost signals."
      ],
      "byTheNumbers": [
        {
          "value": "6",
          "label": "Simultaneous FERC Section 206 show-cause orders",
          "context": "Every major US RTO/ISO must answer within 60 days"
        },
        {
          "value": "~1/6",
          "label": "GLM-5.2's cost versus comparable frontier models",
          "context": "MIT-licensed; reportedly beats GPT-5.5 on long-horizon coding"
        },
        {
          "value": "2GW",
          "label": "Cummins behind-the-meter gas for Circe's West Texas campuses",
          "context": "Bypassing the ERCOT interconnection queue entirely"
        },
        {
          "value": "$10B",
          "label": "Amazon's Montgomery County, MO data-center campus",
          "context": "Paying 100% of interconnection cost amid FERC cost-shift scrutiny"
        },
        {
          "value": "~$100B",
          "label": "CoreWeave backlog as of mid-June",
          "context": "Cantor Fitzgerald models ~$131B by end-Q2 — analyst-estimated"
        },
        {
          "value": "$60-70B",
          "label": "J.P. Morgan's 2026 custom-ASIC market estimate",
          "context": "Broadcom at 80-85% share, Marvell 10-12%"
        }
      ]
    },
    "art": {
      "hero": {
        "src": "/images/industry/weekly/2026-W25/hero.png",
        "alt": "Abstract editorial hero: three interlocking rings of cyan light — software, silicon, and network — turning as one flywheel on a dark field."
      }
    },
    "bigStory": {
      "headline": "Power policy and open weights became the week's leverage while the closed frontier stalled.",
      "body": "W25 moved at the two ends of the stack that the AI factory actually depends on — the grid and the open model layer — while the closed frontier marked time. The single most consequential event was regulatory: on Jun 18 FERC issued six simultaneous Section 206 show-cause orders telling PJM, MISO, SPP, CAISO, ISO-NE, and NYISO their tariffs 'appear unjust and unreasonable' for large data-center loads, forcing co-location/behind-the-meter rules and cost-shift transparency within 60 days. Developers kept routing around the interconnection queue entirely (Cummins–Circe's 2GW behind-the-meter gas) while hyperscalers added grid-connected capacity explicitly paying 100% of interconnection cost (Amazon's $10B Missouri campus, Google's $1.5B Alabama expansion). At the model layer the story was openness and stasis: Z.ai shipped GLM-5.2 under a genuine MIT license, which independent testing says beats GPT-5.5 on several long-horizon coding benchmarks at roughly one-sixth the cost; MiniMax-M3's sparse-attention weights matured; and Artificial Analysis rebased its Intelligence Index to v4.1 around agentic tasks — all while Anthropic's Claude Fable 5 stayed government-suspended the entire week (Opus 4.8 remained the working leader) and Gemini 3.5 Pro slipped to July. Hardware and networking were quiet (Supermicro opened Vera Rubin NVL72 order availability; Coherent expanded indium-phosphide laser capacity). Net/net: boards should treat power policy as a board-level siting and cost risk now being repriced by FERC; investors should watch the open-weight cost curve collapsing frontier-adjacent capability toward commodity inference; architects should pilot MIT-licensed GLM-5.2 for sovereign and self-host coding while keeping multi-model fallbacks given the closed frontier's demonstrated fragility; operators should lock generation and long-lead transformers before GPUs.",
      "arc": "all-three",
      "keyPoints": [
        "The single most consequential event was regulatory: FERC's six simultaneous Section 206 show-cause orders told PJM, MISO, SPP, CAISO, ISO-NE, and NYISO their tariffs 'appear unjust and unreasonable' for large data-center loads, forcing co-location/behind-the-meter rules and cost-shift transparency within 60 days.",
        "Developers kept routing around the interconnection queue entirely (Cummins-Circe's 2GW behind-the-meter gas) while hyperscalers added grid-connected capacity explicitly paying 100% of interconnection cost (Amazon's $10B Missouri campus, Google's $1.5B Alabama expansion).",
        "The model layer's story was openness and stasis: MIT-licensed GLM-5.2 reportedly beats GPT-5.5 on several long-horizon coding benchmarks at roughly one-sixth the cost, while Claude Fable 5 stayed government-suspended all week and Gemini 3.5 Pro slipped to July.",
        "Net/net: pilot MIT-licensed GLM-5.2 for sovereign and self-host coding, keep multi-model fallbacks given the closed frontier's demonstrated fragility, and lock generation and long-lead transformers before GPUs."
      ],
      "pullQuote": "W25 moved at the two ends of the stack that the AI factory actually depends on — the grid and the open model layer — while the closed frontier marked time."
    },
    "lenses": {
      "software": {
        "events": [
          {
            "date": "Jun 16",
            "title": "Z.ai released GLM-5.2 under an MIT license (~744B / ~40B-active sparse-attention MoE, 1M context); independent testing reports it beats GPT-5.5 on several long-horizon coding benchmarks at ~1/6 the cost, and Artificial Analysis cites it as the leading open-weight model",
            "source": "Z.ai blog; VentureBeat; Hugging Face",
            "sourceUrl": "https://z.ai/blog/glm-5.2"
          },
          {
            "date": "Jun 15",
            "title": "Artificial Analysis rebased its Intelligence Index to v4.1, re-weighting the industry's headline benchmark around agentic tasks (GDPval-AA v2, Terminal-Bench, banking agents); scores are not back-comparable to v4.0",
            "source": "Artificial Analysis",
            "sourceUrl": "https://artificialanalysis.ai/articles/artificial-analysis-intelligence-index-v4-1"
          },
          {
            "date": "Jun 15-21",
            "title": "Anthropic's Claude Fable 5 and Mythos 5 remained government-suspended for the full week with no restoration; Opus 4.8 stayed the working closed-frontier leader as queries continued to fall back to it",
            "source": "Anthropic",
            "sourceUrl": "https://www.anthropic.com/news/claude-fable-5-mythos-5"
          },
          {
            "date": "Jun 18",
            "title": "Gemini 3.5 Pro slipped its GA from June to July: still a limited Vertex preview with no public model card, pricing, or independent benchmark vs Fable 5/Opus 4.8",
            "source": "Business Insider; Google",
            "sourceUrl": "https://www.businessinsider.com/google-3-5-pro-july-release-tokens-ai-agents-model-2026-6"
          }
        ],
        "takeaways": [
          "The closed frontier paused — no GA from OpenAI, Google, or a restored Anthropic — and the momentum shifted to open weights and to how 'best' is measured.",
          "Pilot MIT-licensed GLM-5.2 for self-host/sovereign coding now and re-baseline on the agentic AA v4.1 index."
        ],
        "meaning": "The closed frontier paused — no GA from OpenAI, Google, or a restored Anthropic — and the momentum shifted to open weights and to how 'best' is measured. Architects should pilot MIT-licensed GLM-5.2 for self-host/sovereign coding now and re-baseline on the agentic AA v4.1 index; see The Model Pulse for the full architecture read."
      },
      "hardware": {
        "events": [
          {
            "date": "Jun 17",
            "title": "Supermicro opened customer engagement / order availability for Vera Rubin NVL72 and HGX Rubin NVL8 reference designs (1,152-GPU scalable unit, 331TB HBM4), though deployments remain H2 2026 at GA — order availability, not shipments",
            "source": "The Data Center Engineer (Supermicro DCBBS)",
            "sourceUrl": "https://thedatacenterengineer.com/news/supermicro-dcbbs-blueprints-scale-nvidia-vera-rubin-ai-factories-from-5mw-to-1gw/"
          },
          {
            "date": "Jun 16",
            "title": "HPE Discover expanded Private Cloud AI with NVIDIA Vera-CPU servers (ProLiant DL394) and the NVIDIA Agent Toolkit — on-prem agentic-AI enablement rather than new silicon or shipments",
            "source": "SiliconANGLE",
            "sourceUrl": "https://siliconangle.com/2026/06/16/hpe-expands-private-cloud-ai-factory-portfolio-support-next-gen-autonomous-agents/"
          },
          {
            "date": "Jun 18",
            "title": "A J.P. Morgan note pegged the 2026 custom-ASIC market at ~$60-70B with Broadcom at 80-85% and Marvell 10-12% share, reinforcing the ASIC-overtakes-merchant-GPU-units thesis for 2027",
            "source": "J.P. Morgan note (Finvaulta summary)",
            "sourceUrl": "https://finvaulta.com/research/jp-morgan/ai-drives-resurgence-in-custom-chips-2026-06-18"
          }
        ],
        "takeaways": [
          "A follow-through week: the marquee catalysts (Micron earnings, SK hynix HBM4, NVIDIA ISC, Groq's raise) all landed Jun 22-24, just outside the window.",
          "The in-window signal was OEM/system enablement — Supermicro order availability, HPE Vera CPU — and the custom-silicon thesis hardening.",
          "Treat Vera Rubin as orderable but not shippable until H2; keep diversifying toward the Broadcom/Marvell ASIC duopoly."
        ],
        "meaning": "Hardware was a follow-through week: the marquee catalysts (Micron earnings, SK hynix HBM4 dynamics, NVIDIA ISC, Groq's raise) all landed Jun 22-24, just outside the window. In-window the signal was OEM/system enablement (Supermicro order availability, HPE Vera CPU) and the custom-silicon thesis hardening. Operators should treat Vera Rubin as orderable but not shippable until H2; investors should keep diversifying toward the Broadcom/Marvell ASIC duopoly."
      },
      "networking": {
        "events": [
          {
            "date": "Jun 16",
            "title": "Coherent broke ground on a Sherman, TX indium-phosphide fab expansion and signed a $50M CHIPS LOI to roughly quadruple InP wafer output — the lasers feeding 800G-to-1.6T transceivers and NVIDIA CPO external laser sources",
            "source": "Coherent; NVIDIA blog; The Register",
            "sourceUrl": "https://www.coherent.com/news/press-releases/a-chip-letter-of-intent-for-50m-to-expand-world-leading-manufacturing-facility-for-ai-infrastructure"
          },
          {
            "date": "Jun 17",
            "title": "HPE Juniper began shipping the QFX5250-64OE-L, an industry-first 1.6T, fully liquid-cooled 102.4T switch (64x 1.6T ports, ORV3-compliant) built on Broadcom-class silicon",
            "source": "Juniper community blog",
            "sourceUrl": "https://community.juniper.net/blogs/riti-sharma/2026/06/17/industry-first-16t-liquid-cooled-sw-qfx5250-64oe-l"
          },
          {
            "date": "Jun 17",
            "title": "Marvell published a plasmonics optical-roadmap (with Polariton/ETH Zurich) citing a 1.1THz modulator lab record and 400G/lane SiPho devices — a forward R&D signal, not a commercial design win",
            "source": "Marvell blog",
            "sourceUrl": "https://www.marvell.com/blogs/plasmonics-higher-bandwidth-optics-ai-era.html"
          }
        ],
        "takeaways": [
          "The week's signal was supply-chain capacity — Coherent's InP expansion addressing the laser chokepoint — plus a liquid-cooled 1.6T system, not a new chip design win.",
          "No second non-Broadcom vendor (Marvell or Credo) cited a fresh 1.6T/CPO production win; architects pressing for a second silicon source still have to wait."
        ],
        "meaning": "Networking was quiet between the March (OFC) and June-1 (earnings) news clusters: the week's signal was supply-chain capacity (Coherent's InP expansion addressing the laser chokepoint) plus a liquid-cooled 1.6T system, not a new chip design win. Critically, no second non-Broadcom vendor (Marvell or Credo) cited a fresh 1.6T/CPO production win — architects pressing for a second silicon source still have to wait."
      }
    },
    "capitalFlow": [
      {
        "category": "Frontier Labs",
        "examples": "OpenAI, Anthropic, Google DeepMind, xAI",
        "capitalIn": "~$95B",
        "capitalInPrior": "~$95B",
        "capitalInDirection": "flat",
        "revenueOut": "~$21B",
        "revenueOutPrior": "~$21B",
        "revenueOutDirection": "flat",
        "burnToRevenue": "~1.3x",
        "movement": "No new frontier-lab round closed; the action moved to open weights (GLM-5.2 MIT) and to Fable 5 staying government-suspended, not to lab balance sheets.",
        "capitalInValue": 95,
        "revenueOutValue": 21,
        "narrative": "Frontier-lab capital was quiet in-window. No new mega-round priced, and both OpenAI (Jun 8) and Anthropic (Jun 1) remain at the confidential-draft-S-1 stage with nothing publicly visible on EDGAR. The competitive pressure this week came from the open-weight side — GLM-5.2's MIT release at ~1/6 the cost of comparable frontier models — rather than from new financing. Treat this row as capital already committed; the next regime change is a public S-1.",
        "transactions": [
          {
            "date": "Jun 15-21",
            "label": "No new frontier-lab round; OpenAI and Anthropic S-1s remain confidential drafts",
            "amount": "No public S-1",
            "source": "CNBC; OpenAI; Anthropic",
            "sourceUrl": "https://www.cnbc.com/2026/06/08/openai-confidentially-files-for-ipo-prepping-wall-street-for-ai-debut.html"
          }
        ]
      },
      {
        "category": "Hyperscaler-Hosted",
        "examples": "Azure-OpenAI, AWS-Anthropic, Google Cloud-Gemini, Oracle-OCI",
        "capitalIn": "~$187B",
        "capitalInPrior": "~$185B",
        "capitalInDirection": "up",
        "revenueOut": "~$62B",
        "revenueOutPrior": "~$62B",
        "revenueOutDirection": "flat",
        "burnToRevenue": "~0.3x",
        "movement": "Amazon ($10B Missouri) and Google ($1.5B Alabama) added grid-connected capacity, both explicitly paying 100% of interconnection cost amid FERC cost-shift scrutiny.",
        "capitalInValue": 187,
        "revenueOutValue": 62,
        "narrative": "Hyperscaler build-out continued with two incremental campus commitments — Amazon's $10B Montgomery County, MO site and Google's $1.5B Jackson County, AL expansion — both framed around paying full interconnection cost so ratepayers are not burdened. That framing is now standard messaging under FERC's cost-shift scrutiny. The aggregate ~$725-805B 2026 capex guide is carried flat (no new top-4 print in-window); these are demand-led capacity adds, not a strategy change.",
        "transactions": [
          {
            "date": "Jun 15",
            "label": "Amazon $10B data-center campus, Montgomery County, MO (pays 100% interconnection)",
            "amount": "$10B",
            "source": "Missouri DED",
            "sourceUrl": "https://ded.mo.gov/press-room/amazon-investing-10-billion-montgomery-county"
          },
          {
            "date": "Jun 16",
            "label": "Google $1.5B Jackson County, AL expansion (>300MW contracted, Kairos SMR partner)",
            "amount": "$1.5B",
            "source": "Alabama Reporter",
            "sourceUrl": "https://www.alreporter.com/2026/06/16/google-plans-1-5-billion-jackson-county-data-center-expansion/"
          }
        ]
      },
      {
        "category": "Neoclouds",
        "examples": "CoreWeave, Nscale, Crusoe, Lambda, Fluidstack, IREN",
        "capitalIn": "~$12B",
        "capitalInPrior": "~$12B",
        "capitalInDirection": "flat",
        "revenueOut": "~$5B",
        "revenueOutPrior": "~$5B",
        "revenueOutDirection": "flat",
        "burnToRevenue": "~3x",
        "movement": "CoreWeave's backlog ticked to ~$100B with a Cantor estimate of ~$131B by end-Q2; Meta–Crusoe's reported ~1.6GW deal stayed unconfirmed.",
        "capitalInValue": 12,
        "revenueOutValue": 5,
        "narrative": "The neocloud row held flat on fresh capital but the backlog signal firmed: company-adjacent reporting puts CoreWeave's backlog at ~$100B as of mid-June (vs the $99.4B Q1 figure), with Cantor Fitzgerald modeling ~$131B by end-Q2 — analyst-estimated, not company-guided. Meta's reported ~1.6GW Crusoe deal (Childress TX + Warrenton MO) remained unconfirmed with both parties declining comment. Operators should keep weighting conversion velocity over headline backlog.",
        "transactions": [
          {
            "date": "Jun 15",
            "label": "CoreWeave backlog ~$100B (Cantor estimate ~$131B by end-Q2)",
            "amount": "~$100B (est. ~$131B)",
            "source": "Inc. / Barron's (Cantor estimate)",
            "sourceUrl": "https://www.inc.com/georgia-fearn/core-weave-is-quietly-stacking-131-billion-backlog-behind-the-scenes/91361642"
          },
          {
            "date": "Jun 18",
            "label": "Meta–Crusoe ~1.6GW (reported, unconfirmed; both declined comment)",
            "amount": "~1.6GW (reported)",
            "source": "Bloomberg",
            "sourceUrl": "https://www.bloomberg.com/news/articles/2026-06-18/meta-strikes-new-ai-computing-deals-with-data-centers"
          }
        ]
      },
      {
        "category": "On-Prem / Hybrid",
        "examples": "Enterprise GPU clusters, sovereign and national programs, Cisco / Dell / HPE",
        "capitalIn": "~$94B",
        "capitalInPrior": "~$93B",
        "capitalInDirection": "up",
        "revenueOut": "~$36B",
        "revenueOutPrior": "~$36B",
        "revenueOutDirection": "flat",
        "burnToRevenue": "~2x",
        "movement": "FERC's six show-cause orders put national interconnection rules in play; Cummins–Circe committed 2GW of behind-the-meter gas, and TensorX/Solstice lined up up-to-$1B of EU sovereign-AI financing.",
        "capitalInValue": 94,
        "revenueOutValue": 36,
        "narrative": "The on-prem/sovereign row is increasingly a power-and-permitting story. FERC's Jun 18 orders force every major RTO/ISO to rewrite large-load interconnection within 60 days, while developers keep building their own generation — Cummins will supply 2GW of behind-the-meter gas to Circe's West Texas campuses, bypassing the ERCOT queue. In Europe, TensorX and Solstice lined up an up-to-$1B GPU/data-center financing facility (capacity, not a drawn commitment). Sovereign and on-prem buyers should assemble firm power and permitting before announcing GPU counts.",
        "transactions": [
          {
            "date": "Jun 18",
            "label": "FERC issues six Section 206 show-cause orders rewriting large-load interconnection",
            "amount": "All US RTOs/ISOs (60-day clock)",
            "source": "FERC; Day Pitney",
            "sourceUrl": "https://www.ferc.gov/news-events/news/ferc-launches-aggressive-targeted-action-speed-large-load-integration"
          },
          {
            "date": "Jun 16",
            "label": "Cummins to supply 2GW behind-the-meter gas to Circe Energy (West Texas)",
            "amount": "2GW BTM",
            "source": "mgrid",
            "sourceUrl": "https://mgrid.org/2026/06/16/cummins-to-power-circe-energys-west-texas-ai-data-centers-with-2-gw-of-behind-the-meter-gas-generation/"
          }
        ]
      }
    ],
    "signalVsNoise": [
      {
        "score": 5,
        "claim": "FERC issued six simultaneous Section 206 show-cause orders rewriting large-load/data-center interconnection across all US RTOs/ISOs.",
        "sources": "FERC press release and orders; Day Pitney and Akin/JDSupra legal analyses. Primary regulatory action, multi-source.",
        "read": "SIGNAL. The rules for how AI campuses connect and who pays are being rewritten nationally on a 60-day clock. This is a board-level siting and cost variable — pro-speed medium-term, but it injects near-term regulatory uncertainty into every US data-center plan."
      },
      {
        "score": 4,
        "claim": "Z.ai's GLM-5.2 shipped MIT open weights that beat GPT-5.5 on several long-horizon coding benchmarks at ~1/6 the cost and lead the open-weight field.",
        "sources": "Z.ai release and Hugging Face card (primary); VentureBeat independent testing; Artificial Analysis placement. Caveat: SWE-Bench/Aider numbers not yet fully settled.",
        "read": "SIGNAL. A genuinely permissive (MIT, no regional limits) frontier-adjacent open model is now self-hostable at a fraction of closed-API cost. Architects should pilot it for sovereign/self-host coding; it pressures closed-flagship pricing."
      },
      {
        "score": 4,
        "claim": "Anthropic's Claude Fable 5 and Mythos 5 remained globally suspended for the entire week following the Jun 12 government order.",
        "sources": "Anthropic news page (primary) plus secondary trackers; no restoration date announced.",
        "read": "SIGNAL. The sovereign/regulatory single-point-of-failure on a top-tier closed model is not a one-day outage — it persisted a full week. Keep Opus 4.8/Sonnet fallbacks wired and do not single-source the frontier for production-critical paths."
      },
      {
        "score": 2,
        "claim": "GPT-5.6 (OpenAI) and Grok V9 (xAI) are launching imminently and will reset the frontier.",
        "sources": "Backend codenames, transient routing strings, and prediction-market odds only; no system card or API contract. GPT-5.5 remains the documented flagship; 'Grok V9' does not exist.",
        "read": "NOISE. Rumor with no primary artifact. Keep current baselines and do not delay procurement on an unreleased SKU; any GPT-5.6 was tracking to land after this window."
      },
      {
        "score": 2,
        "claim": "Meta has signed a ~1.6GW compute deal with Crusoe.",
        "sources": "Bloomberg-sourced reporting (Jun 18); both Meta and Crusoe declined to comment, terms undisclosed.",
        "read": "NOISE / unconfirmed. Treat as reported, not closed. The structural pattern (Meta adding external behind-the-meter compute) is real, but the specific deal is not yet verifiable for a procurement or investment decision."
      }
    ],
    "levers": [
      {
        "metric": "Frontier lab cash position (avg months runway, top 3)",
        "current": "~34-37 mo (flat; no new in-window round)",
        "prior": "~34-37 mo (xAI now public via SpaceX IPO)",
        "direction": "flat",
        "threshold": "<18 mo triggers re-rating risk",
        "detail": "Top 3 frontier labs (OpenAI, Anthropic, Google DeepMind) by disclosed runway, with xAI now public inside SpaceX. No new financing event in-window; both OpenAI and Anthropic remain at the confidential-draft-S-1 stage. Capital access stays wide; boards should not assume funding pressure forces near-term commercial concessions."
      },
      {
        "metric": "Hyperscaler capex / AI revenue ratio (top 4 weighted)",
        "current": "~5.0-5.3 (Amazon $10B + Google $1.5B added; top-4 guides flat)",
        "prior": "~5.0-5.3 (Oracle FY27 ~$70B guide; top-4 flat)",
        "direction": "flat",
        "threshold": ">6.0 invites investor pushback at next earnings",
        "detail": "Top 4 hyperscalers (MSFT, GOOG, META, AMZN) weighted aggregate of capex divided by AI-attributable revenue. No new top-4 earnings print in-window; the incremental Amazon and Google campus commitments fit prior ~$725-805B 2026 capex guides. Investors should keep the bubble hypothesis on funding/conversion and now on FERC-driven siting cost, not demand."
      },
      {
        "metric": "CoreWeave revenue backlog",
        "current": "~$100B (Jun 15); Cantor estimate ~$131B by end-Q2",
        "prior": "$99.4B (next print Q2, early Aug)",
        "direction": "up",
        "threshold": "Conversion velocity matters more than gross figure",
        "detail": "Booked but unrecognized revenue. Reporting puts backlog at ~$100B as of mid-June (vs the $99.4B Q1 figure), with Cantor Fitzgerald modeling ~$131B by end-Q2 — analyst-estimated, not company-guided. The official next print is Q2 in early August. Operators should keep watching conversion velocity over the headline figure."
      },
      {
        "metric": "NVIDIA Q-over-Q data center revenue",
        "current": "$75.2B (Q1 FY27); Q2 guide $91B, reports Aug 26",
        "prior": "$75.2B (Q1 FY27); Q2 guide $91B, reports Aug 26",
        "direction": "flat",
        "threshold": "Q2 FY27 guide $91B implies further +21% QoQ",
        "detail": "No within-window NVIDIA event; the next earnings print is Aug 26. The Q2 guide is $91B. In-window context (Supermicro Vera Rubin order availability, all three HBM makers volume-shipping HBM4 12-Hi) supports the ramp; packaging and power remain the binding constraints, not demand."
      },
      {
        "metric": "Open vs closed gap on coding (SWE-Bench / agentic)",
        "current": "Open closing fast: GLM-5.2 (MIT) reportedly beats GPT-5.5 on long-horizon coding at ~1/6 cost; AA rebased to v4.1",
        "prior": "Closed lead widened on paper (Fable 5 80.3% vendor scaffold) vs open ~58.6%; contested",
        "direction": "down",
        "threshold": "Sustained open lead reshapes enterprise procurement",
        "detail": "The gap narrowed sharply in-window: GLM-5.2's MIT weights reportedly beat GPT-5.5 on several long-horizon coding benchmarks at ~1/6 the cost, and Artificial Analysis rebased its Intelligence Index to v4.1 (agentic), where open leaders sit ~44 and GLM-5.2 took the open lead. With Fable 5 suspended, the available closed leader is Opus 4.8 (AA v4.1 56). Architects should treat open self-host as a live procurement option, not a hedge."
      },
      {
        "metric": "Sovereign AI commitments (count / aggregate $)",
        "current": "~14 / ~$180B+ (flat; TensorX/Solstice up-to-$1B EU facility is capacity, not drawn)",
        "prior": "~14 / ~$180B+ (NAVER+NVIDIA 1GW added)",
        "direction": "flat",
        "detail": "Analyst-curated count of sovereign/national AI-compute commitments. No major new drawn commitment in-window; the only new item is TensorX/Solstice's up-to-$1B EU GPU/data-center financing facility (capacity, not a drawn commitment). Operators with EU workloads should track the facility but price in multi-year build timelines."
      },
      {
        "metric": "PJM 2026/27 capacity auction price ($/MW-day)",
        "current": "$329.17; 2028/29 BRA results expected ~July 7 (pending)",
        "prior": "$329.17 (2028/29 BRA clears Jun 30-Jul 7)",
        "direction": "flat",
        "threshold": "11x in 24 months — power is the new binding constraint",
        "detail": "The 2026/27 BRA cleared at the FERC cap ($329.17); the 2027/28 BRA cleared at $333.44. The 2028/29 auction is still pending, with results expected around July 7, 2026, under a collar floor of $175 and a cap near $325. Architects should not assume near-term price relief; budget capacity at-cap through 2028."
      },
      {
        "metric": "Time-to-power, busiest US markets (months)",
        "current": "60-84; FERC Jun 18 show-cause may compress large-load study timelines",
        "prior": "60-84 (new PJM); 2027/28 auction cleared short of target",
        "direction": "flat",
        "detail": "Months from new-load interconnection request to energization. FERC's Jun 18 show-cause orders aim to speed large-load studies and clarify cost allocation within 60 days — potentially pro-speed medium-term, but no near-term change. Large-power-transformer lead times remain ~128 weeks. Architects should pre-commit power and long-lead grid equipment before GPU SKUs."
      },
      {
        "metric": "Cost-per-task, frontier reasoning model",
        "current": "~$0.10-$0.15 (effective); open weights (GLM-5.2) push commodity capability to ~1/6 frontier cost",
        "prior": "~$0.10-$0.15 (effective); Fable 5 sets a 2x-Opus top tier ($10/$50 per MTok)",
        "direction": "down",
        "note": "GLM-5.2 API ~$1.40/$4.40 per MTok; Grok 4.3 on Bedrock $1.25/$2.50",
        "detail": "Median cost across frontier-tier reasoning models for a benchmark complex task. Open weights drove the ceiling down: GLM-5.2 lists at ~$1.40/$4.40 per MTok (~1/6 of comparable frontier) and Grok 4.3 went GA on Bedrock at $1.25/$2.50. Operators running agents at scale should re-benchmark on cost-per-task and pilot open self-host for routine work."
      },
      {
        "metric": "Custom silicon share of incremental AI compute",
        "current": "~33-36%; J.P. Morgan pegs 2026 custom-ASIC TAM ~$60-70B (Broadcom 80-85%)",
        "prior": "~33-36%; d-Matrix Corsair inference ASIC in volume production",
        "direction": "up",
        "threshold": ">35% materially compresses merchant GPU pricing",
        "detail": "A J.P. Morgan note put the 2026 custom-ASIC market at ~$60-70B with Broadcom at 80-85% and Marvell 10-12%, reinforcing the thesis that ASIC units overtake merchant-GPU units by 2027. Investors with concentrated NVIDIA exposure should keep diversifying into the Broadcom/Marvell co-design duopoly and advanced packaging / power."
      }
    ],
    "predictions": [
      {
        "id": "p43-open-weight-top5",
        "text": "An MIT- or Apache-licensed open-weight model (e.g., GLM-5.2) enters the overall top 5 of the Artificial Analysis Intelligence Index v4.1 — not just the open-weight subset — by August 31, 2026.",
        "confidencePct": 58,
        "deadline": "By August 31, 2026",
        "trigger": "Artificial Analysis Intelligence Index v4.1 leaderboard update.",
        "lens": "software"
      },
      {
        "id": "p44-hbm4-allocation-2027",
        "text": "By August 31, 2026, all three HBM makers (SK hynix, Samsung, Micron) confirm HBM fully allocated for 2026 and/or 2027 price increases.",
        "confidencePct": 75,
        "deadline": "By August 31, 2026",
        "trigger": "Earnings calls or supply-chain reporting (TrendForce, Bloomberg/Reuters) from the three memory vendors.",
        "lens": "hardware"
      },
      {
        "id": "p45-second-1-6t-design-win",
        "text": "A second non-Broadcom vendor (Marvell or Credo) cites a 1.6T or co-packaged-optics production design win by September 30, 2026.",
        "confidencePct": 55,
        "deadline": "By September 30, 2026",
        "trigger": "Earnings call, product release, or customer design-win disclosure.",
        "lens": "networking"
      },
      {
        "id": "p46-ferc-rto-compliance",
        "text": "At least one RTO/ISO files a large-load interconnection compliance proposal answering FERC's Jun 18 show-cause orders by the August 17, 2026 deadline.",
        "confidencePct": 80,
        "deadline": "By August 17, 2026",
        "trigger": "FERC docket filings from PJM, MISO, SPP, CAISO, ISO-NE, or NYISO.",
        "lens": "power"
      },
      {
        "id": "p47-hyperscaler-1gw-btm",
        "text": "A named hyperscaler announces a >1GW behind-the-meter or off-grid generation deal for AI data centers by August 31, 2026.",
        "confidencePct": 68,
        "deadline": "By August 31, 2026",
        "trigger": "Hyperscaler energy/data-center announcement; utility or developer disclosure.",
        "lens": "power"
      },
      {
        "id": "p48-closed-price-response",
        "text": "At least one major closed lab cuts flagship API prices or ships a cheaper tier by August 31, 2026, in response to open-weight cost pressure.",
        "confidencePct": 55,
        "deadline": "By August 31, 2026",
        "trigger": "Lab pricing page or API changelog (OpenAI, Anthropic, Google).",
        "lens": "capital"
      }
    ],
    "predictionsPrior": [
      {
        "id": "p37-gemini-3-5-pro-below-fable5",
        "text": "Gemini 3.5 Pro reaches public GA by June 30, 2026 but debuts below Claude Fable 5 on the Artificial Analysis Intelligence Index in its first independent pass.",
        "confidencePct": 58,
        "deadline": "By June 30, 2026",
        "trigger": "Google AI Studio / Vertex GA announcement plus Artificial Analysis leaderboard update.",
        "outcome": "pending",
        "notes": "Tracking toward a miss on the GA leg: as of W25 close, Pro slipped from June to July, still a limited Vertex preview with no public benchmark. Deadline June 30 not yet passed but unlikely to be met.",
        "lens": "software"
      },
      {
        "id": "p38-fable5-access-restored",
        "text": "Anthropic restores public (non-government) access to a Fable-5-class model — with geo-gating or KYC controls — by July 31, 2026.",
        "confidencePct": 60,
        "deadline": "By July 31, 2026",
        "trigger": "Anthropic status page, model documentation, or press confirming restored availability.",
        "outcome": "pending",
        "notes": "No restoration in-window — Fable 5 and Mythos 5 stayed government-suspended the full week, with Anthropic saying only that it is 'working to restore access.' Deadline July 31 open.",
        "lens": "software"
      },
      {
        "id": "p39-second-inference-asic-milestone",
        "text": "At least one more merchant inference-ASIC vendor (Groq, Cerebras, Tenstorrent, or d-Matrix) announces a volume-production or named-hyperscaler milestone before August 31, 2026.",
        "confidencePct": 65,
        "deadline": "By August 31, 2026",
        "trigger": "Vendor press release, earnings disclosure, or customer design-win announcement.",
        "outcome": "pending",
        "notes": "In-window the only item was a Qualcomm-Tenstorrent acquisition rumor (Jun 15). Strong out-of-window evidence followed Jun 22-24 (Cerebras' AWS/OpenAI confirmations, Groq's $650M raise), so this is tracking to hit. Deadline Aug 31 open.",
        "lens": "hardware"
      },
      {
        "id": "p40-second-1-6t-design-win",
        "text": "A second of (Marvell, Credo) cites a 1.6T or co-packaged-optics production design win by August 31, 2026, joining Broadcom's Tomahawk 6.",
        "confidencePct": 60,
        "deadline": "By August 31, 2026",
        "trigger": "Earnings call, product release, or customer design-win disclosure.",
        "outcome": "pending",
        "notes": "No new non-Broadcom design win in-window; Marvell's only output was a plasmonics research blog and Coherent's move was laser capacity, not a design win. Deadline Aug 31 open.",
        "lens": "networking"
      },
      {
        "id": "p41-no-public-s1",
        "text": "Neither OpenAI nor Anthropic converts its confidential draft to a publicly visible S-1 on SEC EDGAR before August 31, 2026.",
        "confidencePct": 62,
        "deadline": "By August 31, 2026",
        "trigger": "SEC EDGAR public filings; Reuters / Bloomberg / The Information confirmation of public S-1 vs confidential DRS.",
        "outcome": "pending",
        "notes": "Holding and on track: both remain confidential drafts with no public EDGAR S-1 in-window; a public filing is expected only days before a roadshow (late Q3/Q4). Deadline Aug 31 open.",
        "lens": "capital"
      },
      {
        "id": "p42-hyperscaler-power-first",
        "text": "A hyperscaler announces a >500MW power-first AI campus or behind-the-meter generation deal by September 30, 2026.",
        "confidencePct": 60,
        "deadline": "By September 30, 2026",
        "trigger": "Hyperscaler energy/data-center announcement; utility or developer disclosure.",
        "outcome": "pending",
        "notes": "Strong momentum: in-window power-first activity was developer-led (Cummins-Circe 2GW BTM) with a reported-but-unconfirmed Meta-Crusoe ~1.6GW deal. A qualifying hyperscaler deal (Microsoft-Chevron Project Kilby, 2.67GW) landed Jun 22, just after this window. Deadline Sep 30 open; tracking to hit.",
        "lens": "power"
      }
    ],
    "watchlist": [
      {
        "window": "Jun 22-Jul 7",
        "title": "PJM 2028/29 base residual capacity auction results",
        "why": "After two near-cap clears and a 2027/28 reliability shortfall, the 2028/29 results (collar near $325/MW-day) are the single most important power-cost signal of the quarter and will reprice US data-center economics."
      },
      {
        "window": "By Aug 17",
        "title": "RTO/ISO responses to FERC's Section 206 show-cause orders",
        "why": "FERC gave six grid operators 60 days to fix large-load interconnection rules. The compliance filings will define how AI campuses connect and who pays — a board-level siting variable for every US deployment."
      },
      {
        "window": "Jun 22-24 (W26 catalysts)",
        "title": "Project Kilby, Micron/SK hynix HBM4, Cerebras/Groq",
        "why": "A cluster of marquee items landed just after this window: Microsoft-Chevron's 2.67GW off-grid gas deal, Micron's record HBM-allocated quarter, SK hynix's HBM4-vs-DDR5 pivot, and Cerebras/Groq milestones. They will anchor next week's read."
      },
      {
        "window": "July",
        "title": "Gemini 3.5 Pro GA and Fable 5 restoration",
        "why": "Both slipped: Pro moved to July and Fable 5 stayed suspended. Their resolution will decide whether the closed frontier re-takes the lead from the surging open-weight field."
      },
      {
        "window": "Jun-Aug",
        "title": "Open-weight enterprise adoption (GLM-5.2)",
        "why": "Downloads, integrations, and independent SWE-Bench replication for GLM-5.2 and MiniMax-M3 will show whether MIT/permissive open weights become production substrate and force closed-flagship price cuts."
      }
    ],
    "changelog": [
      "Reframed W25 around power policy (FERC's six Section 206 show-cause orders) and the open-weight surge (GLM-5.2 MIT) as the week's leverage points while the closed frontier stalled (Fable 5 suspended, Gemini slipped to July)."
    ]
  }
}