StockGenius让 AI 帮你做研究
不替你冲动下单
Let AI Help You Research, Not Trade Impulsively
一场用 KOPI StockGenius 拆解美股的实战聚会
不是喊单会，是减少信息盲区的研习工坊
这不是一场"喊单会"
This is NOT a stock-picking hype event.
这是一场让大家亲手体验 AI 如何完成股票研究的小型实战聚会。我们用 KOPI StockGenius 从 SEC 财务、技术走势、新闻情绪、机构持仓、宏观与期权出发，建立一套可复核的研究框架。
📌 我们不承诺涨跌，只展示如何减少信息盲区、提升研究效率。
We make no price predictions. We show you how to reduce blind spots and improve research efficiency.
Two-Hour Deep Dive
两小时深入交流
Built for Serious Researchers
为认真做研究的人设计
Active Traders
活跃交易者
Want systematic research beyond gut feeling and Reddit tips.
Founders
创业者
Building AI-driven tools and exploring market intelligence.
AI-Finance Curious
AI 金融爱好者
Interested in how AI transforms traditional equity research.
💡 每人带一个想研究的股票代码，老师教你分析。
Bring one ticker — we'll analyze it together, live.
Clarke Quay, Singapore
克拉码头 · 新加坡
SOHO 1, #05-15
Singapore 059817
克拉码头站出口
咖啡茶点
Small & Focused
小而精的深度交流
每个人都会带着自己研究的股票代码参与讨论，现场拆解。
2024–2026
美股市场全景分析
US Stock Market Analysis: 2024–2026
从大盘走势到板块轮动，从 AI 狂潮到利率博弈 — 我们先看清楚整体格局。
AI Boom Drives the Rally
AI 狂潮推动大盘上涨
🔑 Key Themes / ���键主题
- • GenAI infrastructure spending explosion ($200B+)
- • Fed pivots: 3 rate cuts, -100bps total
- • Magnificent 7 = 40%+ of S&P gains
- • Bitcoin smashes $100K milestone
⚠️ What Surprised Us / 意外
- • Concentration risk at 50-year highs
- • AMD lagged NVDA by 190 percentage points
- • Small caps (Russell 2000) barely moved
- • AppLovin (APP) quietly returned +735%
Winners of the AI Era
AI 时代的赢家
| Ticker | Company | 2024 Return | Driver / 驱动因素 |
|---|---|---|---|
| APP | AppLovin | +735% | AI ad optimization engine |
| SOUN | SoundHound AI | +854% | Voice AI speculation |
| PLTR | Palantir | +356% | Government + commercial AI |
| VST | Vistra Energy | +262% | Data center power demand |
| NVDA | NVIDIA | +179% | AI chip monopoly |
| NFLX | Netflix | +90% | Ad tier + password crackdown |
Source: Yahoo Finance · S&P 500 +24.0% · Nasdaq +30.8% · 数据来源：Yahoo Finance
SanDisk Shocked the World
闪迪暴动 — 2025 年最大惊喜
| Ticker | 2024 | 2025 | 2026 YTD | Theme / 主题 |
|---|---|---|---|---|
| SNDK | — | +559% | +392% | NAND flash supercycle |
| PLTR | +356% | +136% | -21% | AI gov + commercial |
| APP | +735% | +97% | -31% | AI ad tech |
| NVDA | +179% | +35% | +7% | AI chip monopoly |
| AMD | -13% | +78% | +122% | AI chip challenger |
| GOOGL | +37% | +65% | +10% | Search + Gemini AI |
Source: Yahoo Finance · 数据截至 2026-07-18
SanDisk: 37× Return
闪迪 — 37 倍回报实战复盘 · 2025.02 → 2026.07
How KOPI Caught It Early / 我们如何提前发现
Breakout above $40 resistance with 3× average volume. MA golden cross confirmed.
NAND flash shortage headlines. Supply agreements with Tier-1 smartphone makers.
Hedge fund 13F filings showed aggressive accumulation. Insider buying signals.
⚠️ Source: Yahoo Finance weekly data, Feb 2025 – Jul 2026. Past performance does not guarantee future results. / 数据来源：Yahoo Finance，历史业绩不代表未来收益。
Rotation Has Begun
板块轮动已经开始 — 2026 YTD (截至 Jul 18)
New Leaders
- AMD +122% — AI chip challenger surges
- SNDK +392% — NAND supercycle continues
- AAPL +23% — Services + AI integration
- GOOGL +10% — Gemini AI monetization
Cooling Off
- APP -31% — Valuation compression
- NFLX -24% — Growth concerns
- PLTR -21% — Profit-taking after 356%+
- MSFT -17% — Capex worries
2026 Focus
- 📌 Validation Year — AI revenue must materialize
- 📌 Memory supercycle — NAND + HBM
- 📌 Challenger rise — AMD vs NVDA
- 📌 Valuation reset — High-flyers deflating
🎯 2026 关键词：验证年 — 2024-25 涨上天的 AI 故事必须兑现为真金白银，否则就是泡沫。
2026 keyword: Validation — AI stories from 2024-25 must convert to real cash flow, or the bubble pops.
预测框架
Prediction Framework
Seven-Dimensional Stock Analysis
不是拍脑袋预测涨跌，而是建立一套可量化、可复核的七维信号体系。
Seven Dimensions of Analysis
七维分析体系
Technical
MA, RSI, MACD, volume
技术走势
News
Headlines, earnings calls
新闻情绪
Social
Reddit, X, StockTwits
社媒情绪
Financials
SEC EDGAR, revenue, EPS
财务数据
Institutional
13F filings, hedge funds
机构持仓
Macro
Fed, inflation, geopolitics
宏观因素
Options
Put/call ratio, IV, gamma
期权信息
Technical Analysis
技术走势分析 — 数据驱动，非主观判断
Deterministic Calculations
确定性计算 — 100% 准确
- MA 5/10/20/50/200 day moving averages
- RSI Relative Strength Index (14)
- MACD 12/26/9 signal crossovers
- BB Bollinger Bands (20, 2σ)
- S/R Support & resistance levels
Core Principle
核心原则
"数据源负责事实
LLM 负责分析"
Data sources handle facts.
LLMs handle analysis.
Never let AI compute numbers.
News + Social Sentiment
新闻与社媒情绪分析
Real-Time News
实时新闻聚合
- • Yahoo Finance headlines
- • SEC 8-K filings (material events)
- • Earnings call transcripts
- • Analyst upgrades/downgrades
Retail Sentiment
散户情绪追踪
- • Reddit (r/wallstreetbets)
- • X/Twitter ticker mentions
- • StockTwits sentiment flow
- • Contrarian signal detection
⚠️ 社媒极度看多时往往见顶，极度看空时往往见底 — 情绪是反向指标。
Extreme sentiment is often a contrarian signal.
Follow the Smart Money
跟随聪明的钱 + 宏观背景
Institutional Holdings / 机构持仓
- • SEC 13F quarterly filings
- • Hedge fund position changes
- • Insider buying (Form 4)
- • ETF fund flows
Macro Context / 宏观背景
- • Fed funds rate trajectory
- • CPI & PCE inflation data
- • Employment reports (NFP)
- • Geopolitical risk premium
SEC Financials / SEC 财报
- • XBRL company facts API
- • Revenue, net income, EPS trends
- • Balance sheet health
- • Cash flow analysis
Options Intelligence / 期权情报
- • Put/Call ratio analysis
- • Implied volatility skew
- • Gamma exposure (GEX)
- • Unusual options activity
From Signals to Score
从信号到评分 — 三层分析架构
Layer 1
Deterministic Math
Python: MA, RSI, MACD
100% accurate · $0 cost
Layer 2
Narrative Generation
4 parallel agents: Bull/Bear/Tech/Macro
Fast · low cost
Layer 3
Final Verdict
KOPI reasoning model synthesizes
Clear BUY/HOLD/SELL
Why Three Layers?
LLMs are bad at math. Layer 1 handles all calculations deterministically.
Parallel agents avoid single-model bias — multiple perspectives converge.
One final reasoning pass cross-checks all data — no hallucinated numbers.
KOPI 分析与指导
Analysis & Guidance
Live Demo + Product Reveal
现场用 KOPI StockGenius 拆解你带来的股票 — 从输入代码到七维报告，只需 30 秒。
30-Second Deep Analysis
输入代码 → 30 秒生成完整报告
❌ Traditional Research
- Manual SEC filings reading: 2-3 hours
- Chart analysis across multiple tools
- Scanning news from 5+ sources
- Checking 13F filings manually
- Options chain analysis: complex
- Cross-referencing macro data
- Total: 4-6 hours per stock
✓ KOPI StockGenius
- Enter ticker symbol
- Auto-fetched SEC financials
- Real-time technical indicators
- Aggregated news + sentiment
- Institutional holdings (13F)
- Options intelligence summary
- Total: 30 seconds per stock
Data Pipeline, Not Magic
数据管道，不是魔法
Deterministic
Python calculations
Yahoo Finance API
SEC EDGAR XBRL
Real-time quotes
Narrative
4 parallel AI agents
Bull · Bear · Tech · Macro
Receives Layer 1 JSON
No number generation
Verdict
KOPI reasoning model
Cross-checks all layers
Clear verdict + targets
Risk assessment
Data Sources: SEC EDGAR, Yahoo Finance, News APIs, Social Media, Options Chains, FRED Macro Data
Output: Structured JSON — verdict, confidence %, price targets, bull/bear cases, key levels, catalysts, risks
KOPI StockGenius
AI 驱动的美股研究平台
今日参会者享内测优先名额 · Workshop attendees get priority beta access
StockGenius发现赚钱潜力股
Discover Stocks with Real Profit Potential
Scan to Join Beta
扫码加入内测
Questions & Discussion
问答与分组讨论
Share your stock ticker for live analysis.
带来你的股票代码
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☕ 感谢参加今日的小聚 — 让 AI 帮你做更好的研究决策。
Thank you for joining — let AI make you a better researcher.
KOPI StockGenius · kopiaiagent.com · Singapore 🇸🇬
⚠️ Disclaimer: This tool is for research and education only. Not investment advice. All investments carry risk.