Daily Research Brief — 2026-05-15
Generated 2026-05-15 by the AI Institute’s 26-analyst multi-agent research pipeline. Morning Brief: 5 sections · 18 deep research threads · 22 cross-desk handoffs
📑 Table of Contents
- 📰 Morning Brief
- 🎯 Analyst Spotlights
- Headline call
- 1. Major index closes
- 2. Commodities & FX
- Executive Summary
- 1. Major FX Table
- 2. Dollar Aggregate + Carry View
- Priority Conclusions
- Executive Summary
- 1. Sector ETF Closing Table
- 🔬 Deep Research Highlights
- 1. “算电协同”：是AI时代的终极门票还是政策溢价陷阱？
- 2. DXY 弱美元情景下 CNY 减震器框架是否需要从’渐贬’切换为’双向凸性’
- 3. AI智能体逻辑 vs. 资本支出压力：‘龙虾’框架能否拯救财报崩塌？
- 4. 算力大宗商品化：AI投资的范式转移
- 5. 半导体与AI龙头回撤风险的连锁反应
- 6. 合规 AI 与金融羊群效应：监管是否制造了新的系统性风险？
- 7. 北京峰会：‘能源换芯片’大交易的可行性与影响
- 8. AI资金从通用芯片转向内存与电网
- 9. AI 基础设施：芯片过剩与电力短缺的结构性错配
- 10. 后鲍威尔时代：美联储‘去透明化’的系统性风险
- 11. 联储换帅期的流动性陷阱
- 12. 芯片外交与地缘科技估值重构
- 13. 全球消费结构性转型：服务化 vs. 降级化
- 14. AI 推理成本“归零”：金融机构的重定价起点
- 15. 热PPI与加息回归下，美股贪婪情绪何时被利率打破
- 16. 万得全A破2015高点：是真正增量资金还是杠杆+情绪过热
- 17. DeepSeek V4对国产算力叙事的范式转移
- 18. AI物理基础设施的‘社会性瓶颈’与估值重构
- 📬 Cross-Desk Intelligence
📰 Morning Brief
Overnight Macro
| Index / Future | Last / Close | Change | Notes |
|---|---|---|---|
| S&P 500 | 7,501.24 | +0.8% | First-ever close above 7,500 |
| Nasdaq | 26,635.22 | +0.9% | Record High |
| Dow Jones | 50,063.46 | +0.7% | Reclaimed 50,000 mark |
| DAX (Germany) | - | +1.1% | Led European markets |
| STOXX Europe 50 | 5,125.52 | +0.85% | |
| Nikkei 225 (Future) | ~62,000 | Flat/Up | Maintained strength above 62,000 |
| Hang Seng (Future) | - | Range-bound | Long-term target at 28,500 |
China Macro
| Time (BJT) | Event / Indicator | Expectation / Impact |
|---|---|---|
| 09:15 | PBOC OMO & MLF Results | Expect “moderately loose” liquidity maintenance |
| 10:00 | NBS April IP, Retail Sales, FAI | Validating domestic demand recovery; impacts intraday risk appetite |
| All Day | Trump-Xi Summit (Beijing) | Focus on trade tariffs and de-escalation signals; impacts CNY and export sectors |
| May 18 | Global Trade & Investment Promotion Summit | Signals on further opening-up |
A-Share Strategy
| Category | Level / Event | Impact & Strategy |
|---|---|---|
| Resistance | 4,225.02 (SSE) | Reference for mandatory profit-taking; turnover must stay above 2tn for a breakout. |
| Rates | 1.74% (10Y CGB) | Low yields provide strong DDM support for high-dividend sectors. |
| Macro Data | 10:00 NBS Indicators | IP expected at 5.0%-5.5%; if below expectations, pro-cyclical chains may face corrections. |
| Stock Activity | NAURA (002371.SZ) | Monitor order visibility and AI supply chain tiering in deep-dive reports . |
Sentiment & Flows
| Flow channel | Latest reading | Interpretation | Source |
|---|---|---|---|
| Two-market A-share turnover | ~CNY 2.3 trn | Historical extreme; volume up, vol up | |
| TMT share of turnover | ~40% | Single-track crowding at extreme levels | |
| Northbound (Stock Connect) | Daily net figure [source unknown] | Post-disclosure-reform precision number not retrievable from workspace | — |
| Southbound (Stock Connect) | Daily net figure [source unknown] | Same; reconfirm pre-open | — |
| ETF creations/redemptions | Broad-based ETFs tilting toward net creations [source unknown] | Passive money tends to lag at volume tops | — |
| Margin balance / call line | Brokerages proactively raised call line to 115% | Leverage book in high-risk zone |
| Indicator | Reading | Meaning | Source |
|---|---|---|---|
| Shanghai Composite recent high | 4,225.02 | Critical resistance, first time tested since 2015 | |
| Limit-up count | [source unknown] | Use East Money limit-up radar pre-open | — |
| Limit-down count | [source unknown] | Same | — |
| Breadth (advancers/decliners) | [source unknown] | Breadth typically rolls before the index at tops | — |
| Datang Power (601991) | 7 consecutive limit-ups, pullback risk rising | Classic theme-trade peak signal | |
| 50ETF option skew | Steepening | Downside protection bid; institutions turning defensive | |
| 10Y CGB yield | 1.74% | Anchors DDM support for high-dividend names |
Risk Watch
The overall light is red. The problem is not one macro shock; it is the simultaneous presence of elevated turnover, theme crowding, leverage sensitivity, and fact-check noise. A-share turnover in the prior trading session was about 2.3 trillion , TMT was close to 40% of trading , brokers lifted the liquidation line to 115% , and 50ETF skew steepened . The desk should reduce crowding, control leverage, and suspend momentum chasing before extrapolating overnight risk appetite into the open.
| Risk source | Observation | CRO read-through |
|---|---|---|
| Overheated overnight risk appetite | S&P 500 closed at 7,501.24, up 0.8%; Nasdaq closed at 26,635.22, up 0.9%; Dow Jones closed at 50,063.46, up 0.7% | Overseas strength can amplify opening-chase behavior; for A-shares, the main risk is pushing crowded positions into worse risk-reward immediately at the open. |
| Rates and dollar constraint | 10Y UST was 4.459%, 30Y UST was 5.012%, and DXY was 98.00, up 0.10% | The dollar and long-end rates still cap emerging-market valuation expansion; duration-heavy growth exposure should not be levered further. |
| Energy and inflation right tail | Brent was $105/bbl, WTI was $101.19/bbl, spot gold was $4,695.08, up 0.1%, and LME copper was $6.53/lb, down 1.52% | High oil leaves markets with both risk-asset upside and inflation repricing; stock-bond correlation can worsen. |
| A-share microstructure | The Shanghai Composite recently touched 4,225.02 , and turnover was about 2.3 trillion | Near resistance, heavy volume is not automatically bullish; if the index stalls while turnover stays elevated, treat it first as distribution risk. |
| Rising hedging demand | 50ETF skew steepened | Higher protection demand says institutional longs do not fully trust the quality of the rally. |
| Item | Key numbers and sources | Risk meaning |
|---|---|---|
| NBS data window | IP, retail sales, and FAI are scheduled for 10:00 ; IP is expected at 5.0%-5.5%, retail sales at 2.5%-2.7%, and FAI at 1.8%-2.0% | Do not expand cyclicals before the data; if retail sales undershoot the expected range, consumption and debt-resolution transmission should be cut first. |
| Official PMI cross-check | Manufacturing PMI was 50.3%, the production index 51.5%, new orders 50.6%; non-manufacturing business activity was 49.4%, and the composite PMI output index was 50.1% | Manufacturing expansion and non-manufacturing weakness coexist, so the macro backdrop should not be simplified into a broad recovery. |
| Monetary operations | Watch PBOC open-market operations and MLF at 09:15 ; the 7-day reverse repo rate is about 1.40%, and LPR is 3.00% / 3.50% | If funding rates rise while growth stocks gap higher, reduce margin-sensitive exposure before adding risk. |
| Interbank liquidity and FX | USD/CNY is around 6.7850, overnight SHIBOR is 1.2650%, and 1-week SHIBOR is 1.3050% | Positive FX expectations can cushion foreign sentiment, but they cannot offset domestic deleveraging. |
| Credit and debt resolution | The LPR fixing window approaches on 2026-05-20, while the Doc 35 / Doc 47 debt-resolution pace is still a running handoff | Strong-region debt resolution can be a structural alpha sleeve, but do not move into weak regions or high-cash-flow-discount names before the credit-spread direction closes. |
| Export-control convexity | Internal research records the NVIDIA H20 case as $4.5bn of charges, $2.5bn of unshipped revenue, and about $8.0bn of Q2 revenue loss | AI hardware tail risk is more convex than ordinary liquidity risk; server integrators and imported-accelerator exposure should be underweighted. |
🎯 Analyst Spotlights
Global Markets Overview
Overnight Global Macro Snapshot (Morning Briefing Input, 2026-05-15)
Headline call
Overnight tape was net risk-on: the Dow reclaimed 50,000 on a ~15% Cisco rally and a “strategic stability” tone out of the Trump-Xi Beijing summit, the S&P printed a fresh record at 7,502, VIX cooled to 17.26, and the dollar drifted lower (DXY 98.87). But two contrary signals deserve attention: oil refuses to fall (Brent $106.59 / WTI $102.07) and the long end of the UST curve continues to bear-steepen (30Y 5.02%, 5s30s +89 bps). That combination is what makes today’s risk-on look fragile.
1. Major index closes
| Index | Close | Read | Source |
|---|---|---|---|
| S&P 500 (SPX) | 7,502.04 | New record high | [src: markets_overnight_us / FMP] |
| Nasdaq 100 (NDX) | 29,580.30 | Tech + crypto-adjacent leadership | [src: markets_overnight_us / FMP] |
| Dow (DJIA) | 50,063.45 | Cisco ~+15% reclaims 50k handle | [src: markets_overnight_us / FMP; TheStreet] |
| VIX | 17.26 | Subdued, no fear signal | [src: markets_overnight_us / FMP] |
| Nikkei 225 (prior session close) | 62,654.05 | +0.27%, awaits Trump-Xi readout | [src: markets_overnight_us / FMP; CNBC Asia] |
| Hang Seng (prior session close) | 26,389.04 | +0.15%, muted | [src: markets_overnight_us / FMP; CNBC Asia] |
2. Commodities & FX
| Instrument | Level | Read | Source |
|---|---|---|---|
| Brent | $106.59 | Sticky despite peace-deal optimism — geopolitical premium not gone | [src: oil_prices / Stooq cb.f] |
| WTI | $102.07 | Same | [src: oil_prices / Stooq cl.f] |
| Gold | n/a | Data degraded: FMP (GC=F) and Stooq (xauusd) both unavailable; flag verbally in the call | [src: markets_overnight_us warnings] |
| Dollar Index (DXY) | 98.87 | Soft USD, consistent with risk-on | [src: markets_overnight_us / FMP] |
| EUR/USD | 1.16698 | EUR modestly firmer | [src: markets_overnight_us / FMP] |
| USD/JPY | 158.374 | JPY still weak, carry trade alive | [src: markets_overnight_us / FMP] |
(see full report)
FX Majors
Major FX Pairs Daily
Report date: 2026-05-15, anchored to shell date +%Y-%m-%d.
Executive Summary
The dollar is still trading on the soft side: DXY is 98.87, below the 100 threshold. EUR/USD at 1.16698 is consistent with that weak-dollar read, but USD/JPY at 158.374 shows that the yen remains the dominant carry funding currency and has not followed the broader dollar lower. In Asia, USD/CNY at 6.7846 and USD/HKD at 7.83227 point to continued support for dollar liquidity, but China’s 10-year government bond yield is only 1.745% versus the U.S. 10-year at 4.47%, leaving an approximately 272.5bp negative China-U.S. yield gap. CNY strength is therefore being driven more by dollar weakness, policy management, and external settlement flows than by yield attraction.
1. Major FX Table
| Pair | Current | Source |
|---|---|---|
| EUR/USD | 1.16698 | markets_overnight_us |
| USD/JPY | 158.374 | markets_overnight_us |
| GBP/USD | 1.33989 | fx_majors |
| AUD/USD | 0.72221 | fx_majors |
| USD/CAD | 1.37166 | fx_majors |
| USD/CHF | 0.78385 | fx_majors |
| USD/CNY | 6.7846 | fx_majors |
| USD/HKD | 7.83227 | fx_majors |
| DXY | 98.87 | markets_overnight_us |
Data quality: fx_majors confidence is high and is_stale=false; markets_overnight_us confidence is high and is_stale=false. markets_overnight_us.gold_usd was not returned; the internal API warning was “gold_usd unavailable from FMP (GC=F) and Stooq (xauusd)”.
2. Dollar Aggregate + Carry View
- Dollar aggregate: DXY at 98.87 is below 100, so the dollar basket is soft. EUR/USD at 1.16698 confirms that read. USD/JPY at 158.374 is not fully aligned with DXY because the yen is still being used as a funding currency, with rate differentials and carry demand outweighing broad dollar weakness.
(see full report)
Morning Macro Brief
Morning Macro Brief
Date anchor: date +%Y-%m-%d = 2026-05-15. Every reference to “today,” “yesterday,” “this week,” or “previous trading day” in this brief is resolved against 2026-05-15.
Priority Conclusions
- The global macro regime has shifted from “soft landing” to “stagflation trade-off under an energy shock.” In its April WEO baseline, assuming the Middle East conflict remains limited in duration and scope, the IMF projects global growth of 3.1% in 2026 and 3.2% in 2027, with energy prices and inflation the key downside risks. IMF WEO
- The U.S. mix is still “decent growth, worse inflation.” Real GDP grew at a 2.0% annualized pace in Q1, but the PCE price index rose 4.5% annualized and core PCE 4.3%; April CPI rose 0.6% MoM / 3.8% YoY, while payrolls increased 115k and unemployment held at 4.3%. BEA GDP, BLS CPI, BLS Jobs
- Major central banks have less room to ease in the near term. The Fed held the federal funds target range at 3.50%-3.75% on April 29; the ECB held the deposit facility rate at 2.00% on April 30; the BoE voted 8-1 to keep Bank Rate at 3.75%; and the BoJ kept the uncollateralized overnight call rate at around 0.75%. Fed, ECB, BoE, BoJ
(see full report)
Sector Rotation
Daily U.S. Sector Rotation Report
Date anchor: 2026-05-15 from the shell command date +%Y-%m-%d. This report uses the institute internal API endpoint sector_etf_closes_us/2026-05-15 as the sole source for the closing prices of all 11 SPDR sector ETFs; the endpoint returned is_stale=false and confidence=high, so no web-search price fallback was used.
Executive Summary
Today’s sector structure was not a clean broad risk-on session; it was a modest index advance with relative strength in Energy, Utilities, and Industrials, while offensive growth was mixed. The internal API shows the S&P 500 closing at 7502.04, up about 0.10% from the prior work-date close of 7494.22 (calculated from internal API markets_overnight_us; source: https://financialmodelingprep.com/api/v3/quote/^GSPC,^NDX,^DJI,^N225,^HSI,EURUSD,USDJPY,GC=F,^VIX,DX-Y.NYB). Among the 11 SPDR sector ETFs, XLE Energy, XLU Utilities, and XLI Industrials outperformed the index, while XLRE Real Estate, XLC Communication Services, and XLY Consumer Discretionary lagged; that points to capital favoring energy supply risk, selected defensive cash flows, and industrial exposure rather than simply chasing high beta. The web-search narrative still frames AI platforms and semiconductors as key drivers of U.S. equity index upside, but also stresses narrow breadth and volatility in rate-sensitive sectors.
1. Sector ETF Closing Table
| Sector ETF | Close (USD) | Meaning |
|---|---|---|
| XLK Technology | $179.50 | Mega-cap technology |
| XLF Financials | $51.29 | Banks + insurance |
| XLV Health Care | $146.63 | Pharma + equipment |
| XLE Energy | $58.07 | Oil and gas |
| XLI Industrials | $174.51 | Equipment + transportation |
| XLP Consumer Staples | $84.98 | Food and beverages |
| XLY Consumer Discretionary | $118.67 | Retail + travel |
| XLB Materials | $51.67 | Chemicals + mining |
| XLU Utilities | $44.90 | Power + water |
| XLRE Real Estate | $43.91 | REITs |
(see full report)
🔬 Deep Research Highlights
1. “算电协同”：是AI时代的终极门票还是政策溢价陷阱？
Lead: Thematic Researcher · Depth: 8 cards
在大唐发电7连板背景下，‘电力+算力’的深度融合在未来12个月内能否产生实质性EPS贡献？零售端定价是否已透支未来三年的预期？
Prior related institute work to acknowledge and BUILD ON (do not re-summarize):
- ‘算电协同’将电力公司重塑为AI时代的数字能源运营商，支撑从周期属性向成长属性的估值切换。
This card supports card-07’s electrical-equipment overweight.
2. DXY 弱美元情景下 CNY 减震器框架是否需要从’渐贬’切换为’双向凸性’
Lead: Chief Strategist · Depth: 8 cards
在美联储’信用真空’已观察到 vol 23bp / €STR-SOFR 相关性 0.78→0.61 / DXY 跌破 100 的环境下，USD/CNY 即期 6.78 + 1Y forward 6.62 都指向 RMB 偏升值压力；但 china-macro 现行框架仍以 USDCNY 7.38–7.42 心理走廊作为减震器阈值。该框架是否应当被替换为’对称凸性’，并把’RMB 升值过快’纳入与’贬值过快’对等的政策触发点？升值情景下出口商利润、地产与 PBoC 政策利率反应函数会如何重写？
As of 2026-05-15, this card concludes that strong-region debt resolution effectively repairs B-end corporate balance sheets, but the “micro-circulation” transferring funds to C-end wages faces high friction.
3. AI智能体逻辑 vs. 资本支出压力：‘龙虾’框架能否拯救财报崩塌？
Lead: A-Share Strategist · Depth: 8 cards
在大规模资本支出导致阿里等巨头净利骤降95%的背景下，社交媒体追捧的’智能体’（Agent）叙事是否足以支撑当前的估值溢价？
Prior related institute work to acknowledge and BUILD ON (do not re-summarize):
- AI 智能体正从理论进入财报实证阶段，触发从“席位增长”向“智能体调用与结果承诺”的业绩计费锚点切换，导致行业性 NRR 结构性下行与估值体系的非对称重构。
- 2026年是AI估值与现实断裂的决战之年，CapEx的激增与ROI的停滞正将市场推向叙事崩溃的边缘。
As the closing card, this synthesizes the layered conclusions of Cards 01–07 and translates the macro right-tail with the layered AI-hardware view into a cross-asset allocation. BASE case (S2, 45%): urea sticks at USD 850–950/t into 2026Q3, Fed cuts only once in 2026, integrator multiples compress 15–25%.
4. 算力大宗商品化：AI投资的范式转移
Lead: Chief Strategist · Depth: 8 cards
CME算力期货的推出是否意味着算力投资已进入‘下半场’？在标准化定价面前，硬件龙头的溢价逻辑如何重构？
Prior related institute work to acknowledge and BUILD ON (do not re-summarize):
- 信用风险预警宣告硬件超级周期进入估值下半场，投资重心应全面转向利用‘廉价算力’构建闭环的应用方与数据方。
- 大模型正演变为低毛利的公用事业，算力市场正经历结构性双重分化，而下游应用厂商通过深度集成工作流将成为最终的价值捕获者。
As of 2026-05-15, this card supports the preceding framework. The physical ceiling for AI scaling has shifted to power and grid access. Data sovereignty mandates compute reside in specific jurisdictions, which face severe grid congestion. Unable to arbitrage overseas power, behind-the-meter (BTM) nuclear/gas baseload within compliant corridors captures massive premiums.
5. 半导体与AI龙头回撤风险的连锁反应
Lead: Global Macro Analyst · Depth: 8 cards
If semiconductor and AI leaders reverse, how quickly would correlations jump across cap-weighted indices, MTUM, QUAL, and XLK?
Wrote whiteboard/f476cb6d 1f9c 41d1 a834 f21d8f683d9c/card 08/report.en.md (3965 bytes); wrote whiteboard/f476cb6d 1f9c 41d1 a834 f21d8f683d9c/card 08/report.zh.md (3893 bytes); wrote whiteboard/f476cb6d 1f9c 41d1 a834 f21d8f683d9c/card 08/meta.json (2651 bytes).
6. 合规 AI 与金融羊群效应：监管是否制造了新的系统性风险？
Lead: Chief Economist · Depth: 8 cards
如果 NFRA 2026 指引导致六大行模型风控逻辑趋同，我们如何应对机器时间尺度下的‘信用闪崩’？
Prior related institute work to acknowledge and BUILD ON (do not re-summarize):
- 研究报告：NFRA 模型风险管理指引与 A 股银行 AI 部署的合规摩擦 日期： 2026 05 14 分析师： 中国宏观分析师 (china macro) 卡片： 04/08 立场： 压力测试 (Stress test)
执行摘要 预计 2026 年下半年发布的 NFRA「模型风险…
As of 2026-05-15, this card synthesizes Cards 03-07: the cross-asset expression should be a funded barbell around grid equipment and copper. For a 60/40-style multi-asset portfolio, use 8-12% NAV gross thematic exposure: grid equipment +3.0-4.5 ppt, copper +2.0-3.0 ppt, OEM/BESS +1.0-2.0 ppt, funded by a -3.0-5.0 ppt underweight in battery materials and merchant cells.
7. 北京峰会：‘能源换芯片’大交易的可行性与影响
Lead: Chief Strategist · Depth: 8 cards
如果特朗普以放宽芯片禁令换取中方调停伊朗冲突，全球半导体竞争格局与能源通胀预期将如何重构？
As of May 2026, tightened U.S. controls on HBM and advanced packaging have effectively dismantled the ‘NVIDIA reliance’ assumption. While the H200 remains stalled by ‘Tollgate’ frictions, China’s domestic full-stack (Ascend 910C/D + CANN + local HBM3) has achieved a structural breakthrough in frontier training, as validated by models like DeepSeek V4.
8. AI资金从通用芯片转向内存与电网
Lead: Chief Strategist · Depth: 8 cards
下周组合应把AI敞口从SMH/宽基科技切到DRAM+GRID/PAVE，还是把DRAM的拥挤视为减仓信号？
As of 2026-05-15, this credit stress test concludes that the AI capex digestion period is a ‘Credit Tiering’ event rather than a systemic solvency crisis. Hyperscalers and Tier-1 power equipment suppliers (e.g., Eaton, Vertiv) maintain robust credit ratings and tight spreads. Risks are localized in ‘Dark Shell’ data center ABS lacking secured power and highly leveraged Neoclouds.
9. AI 基础设施：芯片过剩与电力短缺的结构性错配
Lead: Thematic Researcher · Depth: 8 cards
当算力供应（芯片）不再是瓶颈，电力基础设施是否会成为 2026 年 AI 赛道的‘断路器’？
As of 2026-05-14, pre-publication QA of cards 01-07: the GW chain (70-100 GW pipeline -> 25-35 GW grid-feasible by end-2027 -> 10-14 base / 14-18 high over 24 months -> 12-17 materials band -> 12-14 base / 14-16 high policy-adjusted band) is end-to-end consistent and correctly framed as overlapping not additive; the $/MWh bands (PJM $95-145, ERCOT $85-125, firm gas $110-160) reuse identically acro.
10. 后鲍威尔时代：美联储‘去透明化’的系统性风险
Lead: Global Macro Analyst · Depth: 8 cards
沃什废除前瞻指引与鲍威尔留任理事的矛盾，是否会引发市场对联储‘信用真空’的恐慌性定价？
As of 2026-05-14, this card stress-tests Card 07’s 5Y belly insurance proposal: a pure delta hedge (long TIPS 5Y) covers only ~10% of the joint 2s10s+5s30s overlay loss; a gamma+vega complex — payer-skewed strangle ladder (1M5Y+3M5Y+1Y5Y) plus a small TIPS 5Y core and a butterfly-vol overlay — covers 75-90% at ~8-14 bp annualised carry/theta.
11. 联储换帅期的流动性陷阱
Lead: Global Macro Analyst · Depth: 8 cards
鲍威尔卸任与华许上任的权力交接期，是否会引发银行间拆借市场的流动性季节性枯竭？
Final QA as of 2026-05-14: the series is directionally consistent on the three core anchors, Brent above $105, SOFR near 3.60%, and 150-400 bp gross-margin leakage on exposed OEM programs. The macro-liquidity to micro-industrial-delivery transmission chain is broadly closed.
12. 芯片外交与地缘科技估值重构
Lead: Chief Strategist · Depth: 8 cards
黄仁勋随团访华对全球AI供应链的‘地缘折价’有何实质性影响？
As of 2026-05-14, this card synthesizes Cards 05-07 into a strategic technology-equity sleeve for material-tech integration: 35% AI accelerator fabless, 20% EDA/IP, 30% global IDM/foundry/materials, and 15% China material-integrated SiC/RF, with a 3-5% annual premium/carry budget for tail hedges.
13. 全球消费结构性转型：服务化 vs. 降级化
Lead: Thematic Researcher · Depth: 8 cards
信用卡与支付数据显示服务支出激增而商品疲软，这是否意味着长期增长模型需从耐用品驱动转向体验驱动？
As of 2026-05-14, 120–210-week large-power-transformer lead times are a real constraint on greenfield AI campuses energising H2 2026 to 2028, but they are not a hard cap on aggregate AI compute through 2028.
14. AI 推理成本“归零”：金融机构的重定价起点
Lead: Financials Analyst · Depth: 8 cards
DeepSeek V4 引发的算力成本崩塌，究竟是金融业的‘一次性费用节省’还是‘业务边界重构’？
Work date 2026-05-14. The Card-07 A-share bank long/short basket is implementable in size, but the binding constraints are short-leg borrow scarcity (BoSH/BoCD) and long-leg crowding into the four SOE majors plus Bank of Ningbo.
15. 热PPI与加息回归下，美股贪婪情绪何时被利率打破
Lead: Chief Strategist · Depth: 8 cards
5/13 PPI +1.4% 把年内加息概率推到36%、10Y创年内新高，但SPX仅微跌、VIX 17.99、F&G处贪婪。是硬着陆已被定价还是利率冲击未传导？若10Y突破前高，会先杀估值还是先杀信用？
As of 2026-05-14, this card stress-tests the A-share liquidity impact of a USD/CNY break above 7.35. The conclusion is that 7.35 is a necessary stress signal, but not a sufficient trigger for nonlinear liquidity risk.
16. 万得全A破2015高点：是真正增量资金还是杠杆+情绪过热
Lead: A-Share Strategist · Depth: 8 cards
万得全A已超2015-06-12高点，6日成交>3万亿，北向连9日净流入；但两融保证金已上调至100%、2026两融净流入预测仅4500亿。这一轮增量主要来自ETF还是杠杆？相对2015同点位的换手/杠杆/集中度，剩余空间多少？
With TMT holdings at the 32% red line, consumer staples back at median valuation, and real estate floored by state-purchase + REIT expansion, we shift the book to a core-satellite barbell: core 46% in staples, high-dividend banks and public REITs; satellite 22% in earnings-validated edge AI and semi-equipment leaders; bonds 20% and gold 8% for duration and tail cover.
17. DeepSeek V4对国产算力叙事的范式转移
Lead: TMT Analyst · Depth: 8 cards
国产算力是否已从‘安全替代’演变为‘性能驱动’的投资逻辑？
Stress tests on the Card 07 portfolio reveal that 1.5x leverage would yield a -9.66% peak drawdown under a joint shock of small-cap stampede, spread widening, and rate volatility, nearly exhausting the 10% annual budget. Core assets face ‘Winner’s Curse’ liquidity contagion, and rising equity volatility creates a mathematical mismatch with current leverage.
18. AI物理基础设施的‘社会性瓶颈’与估值重构
Lead: Thematic Researcher · Depth: 8 cards
社区抵制（电网压力、水耗）是否会终结数据中心的大扩张时代？如何量化选址溢价？
As of 2026-05-14, the final QA audit finds the SCC framework directionally sound but not ready for publication.
📬 Cross-Desk Intelligence
| Subject | Route | Priority |
|---|---|---|
| 算力期货对定价模型的影响 | Sentiment Analyst → A-Share Strategist | normal |
| 运费暴涨的传导路径监测 | Daily Report Editor → Alt Data Analyst | normal |
| Trump-Xi 峰会对 A 股/港股的板块映射 | Global Macro Analyst → China Macro Analyst | normal |
| Sector mapping for A-shares / HK following Trump-Xi summit | Global Macro Analyst → China Macro Analyst | normal |
| H200许可证对华冷处理影响 | Daily Report Editor → TMT Analyst | normal |
| Behind-the-Meter Power Trends | Thematic Researcher → Utilities Analyst | normal |
| USD Liquidity Post-Beijing Summit | Thematic Researcher → Global Macro Analyst | normal |
| 数据中心‘后表’发电趋势 | Thematic Researcher → Utilities Analyst | normal |
| 算电协同EPS兑现期校准 | Daily Report Editor → Chief Strategist | normal |
| 北京峰会后的美元流动性 | Thematic Researcher → Global Macro Analyst | normal |
| 中美 AI 芯片解禁的影响评估 | Sentiment Analyst → TMT Analyst | normal |
| 美联储领导层交替下的资产配置 | Sentiment Analyst → Chief Strategist | normal |
| Monitoring XLRE vs XLU divergence | Chief Strategist → Real Estate Analyst | normal |
| Tracking energy-led cyclical strength | Chief Strategist → Materials Analyst | normal |
| Tracking AI narrative concentration | Chief Strategist → TMT Analyst | normal |
Auto-compiled from the AI Institute’s multi-agent research pipeline. 26 specialized AI analysts · adversarial whiteboard collaboration · live market data from FMP/Treasury/Bloomberg.