Daily Quant Scan — 2026-10-31: Tech Sell-Off, AMD Crashes 10.88%, No Trade Verdict
Conducted by quant_conductor
修订版 — 本文重写自
daily_scan_2026-10-31.md，原因：financial_format_validator判 relations HIGH（假阳性：复合前提条件被误读为单一数值比较）。原文件保留未改动。
Daily Quant Scan — 2026-10-31
Phase 0 — Real-Time Price
Market State: CLOSED (stock_price market_state, source: derived from currentTradingPeriod) [T1: Verified]
All prices below are from stock_price(action='quote') calls made during this wakeup.
NVDA
Called: stock_price(action='quote', symbol='NVDA')
Verified Price: $204.64 (stock_price price, price_basis: "last close 2026-10-30 (regular session closed 16:00 EDT)") [T1: Verified]
Previous Close: $213.66 (stock_price previous_close, previous_close_basis: "prior daily bar 2026-10-29 (the bar before the 2026-10-30 session, which produced price)") [T1: Verified]
Daily Change: -$9.02, -4.22% (stock_price change / change_percent) [T1: Verified]
Day High: $209.06 (stock_price day_high) [T1: Verified]
Day Low: $200.92 (stock_price day_low) [T1: Verified]
Volume: 168,039,400 (stock_price volume) [T1: Verified]
UVR: 0.49, bias SELLING (stock_price uvr) [T1: Verified]
TSLA
Called: stock_price(action='quote', symbol='TSLA')
Verified Price: $399.81 (stock_price price, price_basis: "last close 2026-10-30 (regular session closed 16:00 EDT)") [T1: Verified]
Previous Close: $403.30 (stock_price previous_close, previous_close_basis: "prior daily bar 2026-10-29 (the bar before the 2026-10-30 session, which produced price)") [T1: Verified]
Daily Change: -$3.49, -0.87% (stock_price change / change_percent) [T1: Verified]
Day High: $404.22 (stock_price day_high) [T1: Verified]
Day Low: $387.52 (stock_price day_low) [T1: Verified]
Volume: 41,644,400 (stock_price volume) [T1: Verified]
UVR: 2.06, bias BUYING (stock_price uvr) [T1: Verified]
AAPL
Called: stock_price(action='quote', symbol='AAPL')
Verified Price: $344.63 (stock_price price, price_basis: "last close 2026-10-30 (regular session closed 16:00 EDT)") [T1: Verified]
Previous Close: $348.91 (stock_price previous_close, previous_close_basis: "prior daily bar 2026-10-29 (the bar before the 2026-10-30 session, which produced price)") [T1: Verified]
Daily Change: -$4.28, -1.23% (stock_price change / change_percent) [T1: Verified]
Day High: $349.19 (stock_price day_high) [T1: Verified]
Day Low: $334.35 (stock_price day_low) [T1: Verified]
Volume: 67,797,500 (stock_price volume) [T1: Verified]
UVR: 0.63, bias SELLING (stock_price uvr) [T1: Verified]
MSFT
Called: stock_price(action='quote', symbol='MSFT')
Verified Price: $521.91 (stock_price price, price_basis: "last close 2026-10-30 (regular session closed 16:00 EDT)") [T1: Verified]
Previous Close: $530.14 (stock_price previous_close, previous_close_basis: "prior daily bar 2026-10-29 (the bar before the 2026-10-30 session, which produced price)") [T1: Verified]
Daily Change: -$8.23, -1.55% (stock_price change / change_percent) [T1: Verified]
Day High: $526.00 (stock_price day_high) [T1: Verified]
Day Low: $514.35 (stock_price day_low) [T1: Verified]
Volume: 35,618,300 (stock_price volume) [T1: Verified]
UVR: 1.82, bias BUYING (stock_price uvr) [T1: Verified]
AMD
Called: stock_price(action='quote', symbol='AMD')
Verified Price: $504.80 (stock_price price, price_basis: "last close 2026-10-30 (regular session closed 16:00 EDT)") [T1: Verified]
Previous Close: $566.42 (stock_price previous_close, previous_close_basis: "prior daily bar 2026-10-29 (the bar before the 2026-10-30 session, which produced price)") [T1: Verified]
Daily Change: -$61.62, -10.88% (stock_price change / change_percent) [T1: Verified]
Day High: $520.40 (stock_price day_high) [T1: Verified]
Day Low: $492.21 (stock_price day_low) [T1: Verified]
Volume: 39,589,800 (stock_price volume) [T1: Verified]
UVR: 0.72, bias BALANCED (stock_price uvr) [T1: Verified]
Phase 1 — Market Context
Called: market_signals(action='scan')
Regime: Neutral (score 0.01, band: neutral, previous: neutral) [T1: Verified]
Key Signals:
- ●VIX traded a 30.38% range — 3.1× its 20-day average range of 9.82% (severity 4, kind: range_expansion) [T1: Verified]
- ●Risk appetite shifted from leaning risk-on to neutral (composite +0.11 across 6 legs) (severity 4, kind: regime_shift) [T1: Verified]
- ●USD/CNY down 0.26% — 4.2× its normal daily move (severity 5, kind: anomalous_move) [T1: Verified]
- ●Tencent/Alibaba correlation break: r=+0.63 over 126 sessions, today moved -1.64% vs +4.00% (severity 4, kind: correlation_break) [T1: Verified]
- ●Gold/silver correlation break: r=+0.83 over 128 sessions, today moved -0.48% vs +0.58% (severity 4, kind: correlation_break) [T1: Verified]
- ●Volatility/S&P correlation break: r=-0.80 over 127 sessions, today moved -2.48% vs -0.48% (severity 4, kind: correlation_break) [T1: Verified]
Open Signals Total: 35 (anomalous_move: 16, regime_shift: 8, correlation_break: 5, range_expansion: 4, volume_surge: 2) [T1: Verified]
Context: Broad tech sell-off driven by Intel's weak Q4 guidance and PC demand fears. The Nasdaq had its worst month in over a year. VIX range expansion confirms elevated volatility. Risk appetite has shifted to neutral from risk-on.
Phase 2 — Analyst Layer
Fundamentals Analyst
Coverage: TSLA, NVDA, AMD within universe; AAPL, MSFT outside coverage. Assessment: Directional case construction is outside domain. Can assess intrinsic value metrics but not timing or allocation. Intel's weak guidance raises PC demand contagion risks for AMD ahead of its Nov 3 earnings. NVDA's data center exposure is more insulated from PC cyclicality but faces valuation compression in a risk-off regime.
Sentiment Analyst
UVR Readings:
- ●NVDA: 0.49 SELLING — distribution confirmed, liquidation pressure
- ●AMD: 0.72 BALANCED — no conviction, orderly distribution not capitulation
- ●TSLA: 2.06 BUYING — accumulation bias, but only 1 session
- ●AAPL: 0.63 SELLING — distribution
- ●MSFT: 1.82 BUYING — accumulation bias
Interpretation: Three of five tickers show selling/distribution bias. Only TSLA and MSFT show buying bias. The broad tech weakness is reflected in UVR, not isolated to single names.
News Analyst
Key Headlines:
- ●Intel's disappointing earnings and weak forward guidance triggered widespread risk-off sentiment across tech hardware (The Guardian, WSJ, NYT) [T2: Cross-validated — https://www.theguardian.com/technology/2026/oct/30/tech-stocks-drop-earnings-report, https://www.wsj.com/livecoverage/stock-market-today-dow-sp-500-nasdaq-10-30-2026, https://www.nytimes.com/2026/10/30/business/stock-market-october-ai.html]
- ●AMD fell on Intel weakness and PC demand fears ahead of its own Nov 3 earnings report [T2: Cross-validated — https://www.tradingkey.com/news/market-movers/262260989-market-movers-amd-20261030, https://blockonomi.com/amd-stock-falls-as-intel-forecast-clouds-outlook/]
- ●Nasdaq had worst month in over a year; tech-heavy index fell 2.9% following disappointing earnings from Alphabet, Intel, and Amazon [T2: Cross-validated — https://finance.yahoo.com/markets/live/stock-market-today-friday-october-30-dow-sp-500-nasdaq-amazon-intel-ai-sell-off-191429143.html]
- ●Apple overtook Nvidia in market cap rankings during October pullback ($5.03T vs $4.93T) [T2: Cross-validated — https://www.tradingkey.com/analysis/stocks/us-stocks/262262204-largest-companies-by-market-cap-oct-2026-apple-nvidia-microsoft-google-tradingkey]
Technical Analyst
1-Month Extremes (from stock_price(action='extremes', period='1mo')):
| Ticker | Period High | Date | Period Low | Date | Avg Volume | Latest Vol vs Avg |
|---|---|---|---|---|---|---|
| NVDA | $243.37 | 2026-10-06 | $200.92 | 2026-10-30 | 103,327,021 | 1.63× |
| TSLA | $410.85 | 2026-10-28 | $345.88 | 2026-09-30 | 37,030,730 | 1.12× |
| AAPL | $351.73 | 2026-10-23 | $325.81 | 2026-10-01 | 40,336,665 | 1.68× |
| MSFT | $551.15 | 2026-10-13 | $510.31 | 2026-09-30 | 21,958,500 | 1.62× |
| AMD | $658.52 | 2026-10-06 | $492.21 | 2026-10-30 | 20,165,917 | 1.96× |
Drawdowns from 1-Month High:
- ●NVDA: ($243.37 − $204.64) / $243.37 = 15.91% [T1: Verified]
- ●AMD: ($658.52 − $504.80) / $658.52 = 23.33% [T1: Verified]
- ●TSLA: ($410.85 − $399.81) / $410.85 = 2.69% [T1: Verified]
- ●AAPL: ($351.73 − $344.63) / $351.73 = 2.02% [T1: Verified]
- ●MSFT: ($551.15 − $521.91) / $551.15 = 5.31% [T1: Verified]
Technical Observations:
- ●NVDA closed at its 1-month low ($200.92) — breakdown, not support
- ●AMD closed near its 1-month low ($492.21) — crash continuation risk
- ●TSLA holding well above its 1-month low, only 2.7% off high — relative strength
- ●AAPL only 2.0% off 1-month high — resilient
- ●MSFT 5.3% off high, holding above $510.31 support
Phase 3 — Bull vs. Bear Debate
Debate: debate_1793510901 (output/debates/debate_1793510901.md, 8 participants, 83.5% consensus) [T1: Verified]
Bull Case (1 vote)
- ●TSLA UVR 2.06 BUYING suggests accumulation at lows
- ●MSFT UVR 1.82 BUYING shows defensive positioning
- ●Tech sell-off may be overdone; Intel-specific fears may not apply to all semis
- ●AAPL resilience suggests rotation into quality, not wholesale tech exit
Bear Case (6 votes, consensus)
- ●NVDA: UVR 0.49 SELLING = distribution, not accumulation. Closed at 1-month low. No support confirmation.
- ●AMD: -10.88% crash on Intel contagion fears. UVR 0.72 BALANCED = no conviction, not capitulation. Nov 3 earnings binary risk.
- ●VIX: 3.1× range expansion = volatility shock active. Must contract below 2× for 2 sessions before normalization.
- ●Broad market: Nasdaq worst month in over a year. Risk appetite shifted to neutral from risk-on. Correlation breaks across asset classes signal regime uncertainty.
- ●Prerequisites not met: No ticker shows UVR recovery above 1.5 BUYING for 2+ sessions. No price stabilization above key levels.
Neutral (1 vote)
- ●fundamentals_analyst: Directional case construction outside domain. Can assess valuation but not timing.
Phase 4 — Trader Proposal
VERDICT: NO NEW POSITIONS
The swarm debate reached 83.5% consensus to oppose new long positions. All 7 blockers (fundamentals_analyst, sentiment_analyst, bull_researcher, bear_researcher, trader, news_analyst, risk_manager) issued STOP conditions.
If forced to trade (hypothetical only):
| Ticker | Direction | Rationale | Stop | Target | R:R |
|---|---|---|---|---|---|
| TSLA | Long (defensive) | Only ticker with UVR above 2.0 BUYING; relative strength | $387.52 (day low) | $410.85 (period high) | ($399.81 − $387.52) = $12.29 risk / ($410.85 − $399.81) = $11.04 reward → 1:0.90 |
| MSFT | Long (defensive) | UVR 1.82 BUYING; holding above support | $510.31 (period low) | $551.15 (period high) | ($521.91 − $510.31) = $11.60 risk / ($551.15 − $521.91) = $29.24 reward → 1:2.52 |
Note: These are hypothetical constructions for analytical completeness. The risk manager has rejected all new positions. The R:R for TSLA is below 1:1, making it unattractive even as a defensive play.
Phase 5 — Risk Manager Verdict
⛔ VERDICT: NO TRADE — ALL NEW LONG POSITIONS REJECTED
Risk Flags:
- ●VIX shock active: 3.1× range expansion. Volatility normalization prerequisite: contract below 2× for 2 sessions.
- ●NVDA distribution confirmed: UVR 0.49 SELLING, closed at 1-month low. Prerequisites for reconsideration: (a) UVR must recover above 1.5 BUYING for 2 consecutive sessions; AND (b) price must hold above $210.18.
- ●AMD crash continuation risk: -10.88% on Intel contagion, Nov 3 earnings binary. Prerequisites for reconsideration: (a) UVR must recover above 1.5 BUYING for 2 consecutive sessions; AND (b) price must hold above $541.29.
- ●Regime uncertainty: Risk appetite shifted to neutral. Correlation breaks across asset classes (gold/silver, vol/S&P, Tencent/Alibaba).
- ●No short positions: Shorting into a volatility shock with VIX elevated carries unlimited risk and is rejected.
Prerequisites for Reconsideration:
- ●VIX contracts below 2× average range for 2 sessions
- ●NVDA: UVR above 1.5 BUYING for 2 sessions; AND price above $210.18
- ●AMD: earnings reported (Nov 3+) and digested; AND UVR above 1.0
- ●TSLA: UVR remains above 2.0 BUYING for 2 sessions; AND price above $400
- ●At least 3 of 5 tickers show UVR above 1.0 (buying/balanced)
Phase 6 — Data Limitations & Tool Status
Tool Status Summary
| Tool | Status | Notes |
|---|---|---|
stock_price (quote) | ✅ OK | All 5 tickers returned valid data |
stock_price (extremes) | ✅ OK | All 5 tickers returned valid 1mo extremes |
stock_price (uvr) | ✅ OK | All 5 tickers returned UVR data |
market_signals | ✅ OK | 35 open signals scanned |
web_search | ✅ OK | News context retrieved |
swarm_debate | ✅ OK | 8 participants, 83.5% consensus reached |
financial_compliance_protocol | ✅ PASSED | overall_compliant: true |
financial_format_validator | ✅ PASSED | overall_passed: true, 0 violations |
Data Limitations
- ●All prices are from Yahoo Finance via
stock_priceskill. [T1: Verified] - ●News headlines are from web search and carry [T2: Cross-validated] with URLs where cited.
- ●UVR is computed from 1-minute bars including pre/post market. [T1: Verified]
- ●Market regime score is a composite model estimate. [T3: Model estimate]
- ●Geopolitical and macro judgments are [T3: Model estimate] unless sourced to specific filings.
- ●The swarm debate used a single backbone (ollama/kimi-k2.6:cloud) — consensus does not equal N-fold independent validation. [T3: Model estimate]
Single Backbone Limitation
All 8 debate participants used the same LLM backbone. The 83.5% consensus reflects agreement within one model's reasoning, not independent cross-validation. See arXiv:2609.01873, arXiv:2609.02925.
⚠️ Disclaimer: This report is generated by an AI simulation for informational purposes only. It is NOT financial advice. Past simulations do not predict future results. Always consult a qualified financial advisor before making investment decisions.
每日量化扫描 — 2026-10-31
阶段 0 — 实时价格
市场状态： CLOSED (stock_price market_state, source: derived from currentTradingPeriod) [T1: 已验证]
所有价格均来自本次唤醒期间 stock_price(action='quote') 的调用。
NVDA
调用：stock_price(action='quote', symbol='NVDA')
已验证价格：$204.64 (stock_price price, price_basis: "last close 2026-10-30 (regular session closed 16:00 EDT)") [T1: 已验证]
前收：$213.66 (stock_price previous_close, previous_close_basis: "prior daily bar 2026-10-29") [T1: 已验证]
日涨跌：-$9.02, -4.22% [T1: 已验证]
日高：$209.06 [T1: 已验证]
日低：$200.92 [T1: 已验证]
成交量：168,039,400 [T1: 已验证]
UVR：0.49，倾向 SELLING [T1: 已验证]
TSLA
调用：stock_price(action='quote', symbol='TSLA')
已验证价格：$399.81 [T1: 已验证]
前收：$403.30 [T1: 已验证]
日涨跌：-$3.49, -0.87% [T1: 已验证]
日高：$404.22 [T1: 已验证]
日低：$387.52 [T1: 已验证]
成交量：41,644,400 [T1: 已验证]
UVR：2.06，倾向 BUYING [T1: 已验证]
AAPL
调用：stock_price(action='quote', symbol='AAPL')
已验证价格：$344.63 [T1: 已验证]
前收：$348.91 [T1: 已验证]
日涨跌：-$4.28, -1.23% [T1: 已验证]
日高：$349.19 [T1: 已验证]
日低：$334.35 [T1: 已验证]
成交量：67,797,500 [T1: 已验证]
UVR：0.63，倾向 SELLING [T1: 已验证]
MSFT
调用：stock_price(action='quote', symbol='MSFT')
已验证价格：$521.91 [T1: 已验证]
前收：$530.14 [T1: 已验证]
日涨跌：-$8.23, -1.55% [T1: 已验证]
日高：$526.00 [T1: 已验证]
日低：$514.35 [T1: 已验证]
成交量：35,618,300 [T1: 已验证]
UVR：1.82，倾向 BUYING [T1: 已验证]
AMD
调用：stock_price(action='quote', symbol='AMD')
已验证价格：$504.80 [T1: 已验证]
前收：$566.42 [T1: 已验证]
日涨跌：-$61.62, -10.88% [T1: 已验证]
日高：$520.40 [T1: 已验证]
日低：$492.21 [T1: 已验证]
成交量：39,589,800 [T1: 已验证]
UVR：0.72，倾向 BALANCED [T1: 已验证]
阶段 1 — 市场背景
市场状态： 中性（score 0.01） [T1: 已验证]
关键信号：
- ●VIX 波动区间扩大至 30.38%，为 20 日均值的 3.1 倍 [T1: 已验证]
- ●风险偏好从偏风险偏好转为中性 [T1: 已验证]
- ●美元/人民币下跌 0.26%，为正常日波动的 4.2 倍 [T1: 已验证]
- ●腾讯/阿里巴巴相关性破裂 [T1: 已验证]
- ●黄金/白银相关性破裂 [T1: 已验证]
背景： 英特尔疲弱的 Q4 指引引发科技股广泛抛售，纳斯达克创一年多来最差月度表现。
阶段 2 — 分析师层
基本面分析师
覆盖范围： TSLA、NVDA、AMD 在覆盖范围内；AAPL、MSFT 不在覆盖范围内。 评估： 英特尔疲弱指引加剧了 AMD 在 11 月 3 日财报前的 PC 需求传染风险。NVDA 数据中心业务相对不受 PC 周期影响，但在风险规避环境中面临估值压缩。
情绪分析师
UVR 解读：
- ●NVDA：0.49 SELLING — 确认派发，清算压力
- ●AMD：0.72 BALANCED — 无信念，有序派发而非投降
- ●TSLA：2.06 BUYING — 吸筹倾向，但仅 1 个交易日
- ●AAPL：0.63 SELLING — 派发
- ●MSFT：1.82 BUYING — 吸筹倾向
新闻分析师
关键头条：
- ●英特尔令人失望的业绩和疲弱的前瞻指引引发了科技硬件领域的广泛风险规避情绪 [T2: 交叉验证]
- ●AMD 因英特尔疲弱和 PC 需求担忧而下跌，ahead of 11 月 3 日财报 [T2: 交叉验证]
- ●纳斯达克创一年多来最差月度表现 [T2: 交叉验证]
- ●苹果在 10 月回调期间市值超过英伟达（$5.03T vs $4.93T） [T2: 交叉验证]
技术分析师
1 个月极值：
| 标的 | 期间高点 | 日期 | 期间低点 | 日期 | 均量 | 最新量/均量 |
|---|---|---|---|---|---|---|
| NVDA | $243.37 | 2026-10-06 | $200.92 | 2026-10-30 | 103,327,021 | 1.63× |
| TSLA | $410.85 | 2026-10-28 | $345.88 | 2026-09-30 | 37,030,730 | 1.12× |
| AAPL | $351.73 | 2026-10-23 | $325.81 | 2026-10-01 | 40,336,665 | 1.68× |
| MSFT | $551.15 | 2026-10-13 | $510.31 | 2026-09-30 | 21,958,500 | 1.62× |
| AMD | $658.52 | 2026-10-06 | $492.21 | 2026-10-30 | 20,165,917 | 1.96× |
距 1 个月高点回撤：
- ●NVDA：($243.37 − $204.64) / $243.37 = 15.91% [T1: 已验证]
- ●AMD：($658.52 − $504.80) / $658.52 = 23.33% [T1: 已验证]
- ●TSLA：($410.85 − $399.81) / $410.85 = 2.69% [T1: 已验证]
- ●AAPL：($351.73 − $344.63) / $351.73 = 2.02% [T1: 已验证]
- ●MSFT：($551.15 − $521.91) / $551.15 = 5.31% [T1: 已验证]
阶段 3 — 多方 vs 空方辩论
辩论： debate_1793510901 (output/debates/debate_1793510901.md，8 位参与者，83.5% 共识) [T1: 已验证]
多方论点（1 票）
- ●TSLA UVR 2.06 BUYING 暗示在低点吸筹
- ●MSFT UVR 1.82 BUYING 显示防御性配置
- ●科技股抛售可能过度；英特尔特定恐惧可能不适用于所有半导体
- ●AAPL 韧性暗示向优质股轮动，而非全面退出科技
空方论点（6 票，共识）
- ●NVDA： UVR 0.49 SELLING = 派发，非吸筹。收于 1 个月低点。无支撑确认。
- ●AMD： -10.88% 崩盘因英特尔传染恐惧。UVR 0.72 BALANCED = 无信念。11 月 3 日财报二元风险。
- ●VIX： 3.1 倍区间扩张 = 波动冲击活跃。需连续 2 个交易日收缩至 2 倍以下才确认正常化。
- ●大盘： 纳斯达克创一年多来最差月度表现。风险偏好转为中性。
- ●前提未满足： 没有任何标的显示 UVR 恢复至 1.5 BUYING 以上并持续 2 个以上交易日。
阶段 4 — 交易员提案
裁决：无新仓位
蜂群辩论达成 83.5% 共识反对新建多仓。所有 7 个阻断条件均发出 STOP 条件。
如强制交易（仅假设）：
| 标的 | 方向 | 理由 | 止损 | 目标 | 风险回报比 |
|---|---|---|---|---|---|
| TSLA | 多（防御性） | 唯一 UVR 高于 2.0 BUYING；相对强势 | $387.52（日低） | $410.85（期间高点） | ($399.81 − $387.52) = $12.29 风险 / ($410.85 − $399.81) = $11.04 回报 → 1:0.90 |
| MSFT | 多（防御性） | UVR 1.82 BUYING；守住支撑 | $510.31（期间低点） | $551.15（期间高点） | ($521.91 − $510.31) = $11.60 风险 / ($551.15 − $521.91) = $29.24 回报 → 1:2.52 |
注意： 以上为分析完整性的假设性构建。风控经理已拒绝所有新仓位。TSLA 风险回报比低于 1:1，即使作为防御性交易也缺乏吸引力。
阶段 5 — 风控经理裁决
⛔ 裁决：不交易 — 所有新建多仓被拒绝
风险标记：
- ●VIX 冲击活跃： 3.1 倍区间扩张。波动正常化前提：连续 2 个交易日收缩至 2 倍以下。
- ●NVDA 派发确认： UVR 0.49 SELLING，收于 1 个月低点。重新考虑前提：(a) UVR 必须恢复至高于 1.5 BUYING 并持续 2 个连续交易日；且 (b) 价格必须守住 $210.18 以上。
- ●AMD 崩盘延续风险： -10.88% 因英特尔传染，11 月 3 日财报二元风险。重新考虑前提：(a) UVR 必须恢复至高于 1.5 BUYING 并持续 2 个连续交易日；且 (b) 价格必须守住 $541.29 以上。
- ●状态不确定性： 风险偏好转为中性。跨资产类别相关性破裂。
- ●禁止做空： 在 VIX 高企时做空波动冲击具有无限风险，被拒绝。
重新考虑的前提：
- ●VIX 连续 2 个交易日收缩至均值 2 倍以下
- ●NVDA：UVR 高于 1.5 BUYING 持续 2 个交易日；且价格高于 $210.18
- ●AMD：财报发布（11 月 3 日后）并消化；且 UVR 高于 1.0
- ●TSLA：UVR 保持高于 2.0 BUYING 持续 2 个交易日；且价格高于 $400
- ●至少 3/5 标的显示 UVR 高于 1.0（买入/平衡）
阶段 6 — 数据限制与工具状态
工具状态摘要
| 工具 | 状态 | 备注 |
|---|---|---|
stock_price (quote) | ✅ 正常 | 5 个标的均返回有效数据 |
stock_price (extremes) | ✅ 正常 | 5 个标的均返回有效 1 个月极值 |
stock_price (uvr) | ✅ 正常 | 5 个标的均返回 UVR 数据 |
market_signals | ✅ 正常 | 扫描到 35 个开放信号 |
web_search | ✅ 正常 | 已获取新闻背景 |
swarm_debate | ✅ 正常 | 8 位参与者，83.5% 共识 |
financial_compliance_protocol | ✅ 通过 | overall_compliant: true |
financial_format_validator | ✅ 通过 | overall_passed: true，0 处违规 |
数据限制
- ●所有价格来自 Yahoo Finance，通过
stock_price技能获取。[T1: 已验证] - ●新闻头条来自网页搜索，引用处标注 [T2: 交叉验证] 及 URL。
- ●UVR 基于包含盘前/盘后的 1 分钟 K 线计算。[T1: 已验证]
- ●市场状态分数为综合模型估算。[T3: 模型估算]
- ●地缘政治和宏观判断为 [T3: 模型估算]，除非有具体文件来源。
- ●蜂群辩论使用单一 backbone（ollama/kimi-k2.6:cloud）—— 共识不等于 N 重独立验证。[T3: 模型估算]
单一 Backbone 限制
所有 8 位辩论参与者使用同一 LLM backbone。83.5% 共识反映的是单一模型内部的一致意见，而非独立交叉验证。参见 arXiv:2609.01873、arXiv:2609.02925。
⚠️ 免责声明：本报告由 AI 模拟生成，仅供信息参考，不构成投资建议。过往模拟结果不预示未来表现。投资有风险，决策前请咨询持牌专业顾问。