---
title: "📈 AI Stock Chat, 2026-07-21 | Foreign short positions cast a dark cloud; beware of opening-high, closing-low fake-outs in Taiwan stocks on Wednesday, July 22"
description: "Hello everyone, welcome to \"AI Stock Chat\", I'm your content editor. Today is Tuesday, July 21, 2026. Today, we are going to analyze the next trading day in advance—Wednesday, July 22, 2026—focusing on the Taiwan stock market index and key stock trends. After the previous sharp decline in the broader market, although the rise in night-session futures offers a brief breathing room, the dark cloud of foreign investors' record 78,000 short contracts still looms overhead. How should we view Wednesday's market trend? Let's dive in and chat about it."
canonical_url: "https://blog.markkulab.net/en/ai-stock-chat/ai-stock-chat-2026-07-21"
author: "Mark Ku"
author_url: "https://blog.markkulab.net/en/author/mark-ku"
site: "Mark Ku's Tech Notes"
date_published: "2026-07-21 10:00:00 +0800"
category: "AI Stock Market Chit-Chat"
tags: ["ai-stock", "podcast", "台股預測", "台股", "AI預測", "外資空單", "台積電", "聯發科", "除息行情"]
language: "en"
license: "CC BY 4.0"
license_url: "https://creativecommons.org/licenses/by/4.0/"
attribution: "when reusing or quoting, credit the author and link back to the original"
---

# 📈 AI Stock Chat, 2026-07-21 | Foreign short positions cast a dark cloud; beware of opening-high, closing-low fake-outs in Taiwan stocks on Wednesday, July 22

## Intro
Hello everyone, and welcome to "AI Stock Chat." I'm your content editor. Today is Tuesday, July 21, 2026. Today, we're going to give you an early analysis of the next trading day—Wednesday, July 22, 2026—focusing on the TAIEX and key individual stocks. After the recent major sell-off, the market has found some breathing room with the overnight futures trading higher. However, the dark cloud of foreign institutional investors' record-high 78,000 short positions still looms large. How should we read Wednesday's market? Let's dive in.

## Today's Market Forecast

<figure class="stock-chart" style="margin:1.25rem 0"><svg role="img" aria-label="TAIEX AI Forecast Range (Next-Day / Short-Term)" viewBox="0 0 612 130" width="100%" style="height:auto;max-width:612px;min-width:480px;font-family:ui-sans-serif,system-ui,sans-serif;font-size:12px"><line x1="335.3" y1="20" x2="335.3" y2="122" stroke="currentColor" stroke-width="1" stroke-dasharray="3 3" opacity=".45"/><text x="335.31034482758616" y="14" fill="currentColor" text-anchor="middle" opacity=".7">Current Price 42449.70</text><text x="48" y="57" fill="currentColor" text-anchor="end" font-weight="600">Next-Day</text><line x1="56" y1="53" x2="356" y2="53" stroke="currentColor" stroke-width="1" opacity=".18"/><rect x="219.7" y="44" width="92.5" height="18" rx="4" fill="#ef4444" fill-opacity=".22" stroke="#ef4444" stroke-width="1.5"/><text x="366" y="57" fill="currentColor">Bearish · 41218.09~42203.38 · Confidence 60%</text><text x="48" y="103" fill="currentColor" text-anchor="end" font-weight="600">Short-Term</text><line x1="56" y1="99" x2="356" y2="99" stroke="currentColor" stroke-width="1" opacity=".18"/><rect x="76.7" y="90" width="206.9" height="18" rx="4" fill="#ef4444" fill-opacity=".22" stroke="#ef4444" stroke-width="1.5"/><text x="366" y="103" fill="currentColor">Bearish · 39695.74~41898.91 · Confidence 65%</text></svg><figcaption style="font-size:12px;opacity:.6;margin-top:.25rem">TAIEX AI Forecast Range (Next-Day / Short-Term)</figcaption></figure>

We provide "next-day" and "short-term" forecast perspectives for the TAIEX (Taiwan Capitalization Weighted Stock Index) on Wednesday, July 22, 2026:

| Perspective | Current Price | Forecast Direction | Target Range | Confidence |
| --- | --- | --- | --- | --- |
| Next-Day (7/22) | 42449.7 | Bearish | 41218.09~42203.38 | 60.0% |
| Short-Term (1 Week) | 42449.7 | Bearish | 39695.74~41898.91 | 65.0% |

For Wednesday, July 22, our overall outlook is bearish, with a confidence level of around 60%. Although overnight futures ticked up, suggesting a potential slight gap-up at Wednesday's open, investors must remain highly vigilant. The massive pressure from foreign institutional investors' extreme 78,000 short positions, combined with risk-off sentiment from US airstrikes in Iran and index point drops due to large ETF ex-dividend dates, makes this highly likely to be a "bull trap" (open high, close low) scenario. We advise beginners to stay on the sidelines and avoid catching a falling knife.

## Global Market Overview
Below is the current global market status. This section provides data only and does not include directional forecasts:

| Index | Close | % Change |
| --- | --- | --- |
| TAIEX Futures Night Session (TXF) | 42979 | 0.74% |
| Dow Jones Industrial Average (DJI) | 51839.26 | -0.59% |
| S&P 500 Index (GSPC) | 7443.28 | -0.19% |
| Nasdaq Composite (IXIC) | 25508.07 | -0.05% |
| Philadelphia Semiconductor Index (SOX) | 11743.85 | 0.6% |

## AI Forecasts for Key Assets

<figure class="stock-chart" style="margin:1.25rem 0"><svg role="img" aria-label="Target Ranges for Key Assets (Vertical Line = Current Price, Colored Band = Target Range)" viewBox="0 0 568 302" width="100%" style="height:auto;max-width:568px;min-width:480px;font-family:ui-sans-serif,system-ui,sans-serif;font-size:12px"><text x="140" y="38" fill="currentColor" text-anchor="end" font-weight="600">Fubon Vietnam (00885)</text><line x1="148" y1="34" x2="448" y2="34" stroke="currentColor" stroke-width="1" opacity=".18"/><rect x="177.0" y="26" width="241.9" height="16" rx="4" fill="#f59e0b" fill-opacity=".22" stroke="#f59e0b" stroke-width="1.5"/><line x1="298.0" y1="23" x2="298.0" y2="45" stroke="currentColor" stroke-width="2"/><text x="458" y="38" fill="currentColor">Neutral · Conf. 57%</text><text x="140" y="78" fill="currentColor" text-anchor="end" font-weight="600">Cathay TW-KR Tech (00735)</text><line x1="148" y1="74" x2="448" y2="74" stroke="currentColor" stroke-width="1" opacity=".18"/><rect x="177.0" y="66" width="241.9" height="16" rx="4" fill="#f59e0b" fill-opacity=".22" stroke="#f59e0b" stroke-width="1.5"/><line x1="298.0" y1="63" x2="298.0" y2="85" stroke="currentColor" stroke-width="2"/><text x="458" y="78" fill="currentColor">Neutral · Conf. 63%</text><text x="140" y="118" fill="currentColor" text-anchor="end" font-weight="600">TSMC (2330)</text><line x1="148" y1="114" x2="448" y2="114" stroke="currentColor" stroke-width="1" opacity=".18"/><rect x="177.0" y="106" width="241.9" height="16" rx="4" fill="#f59e0b" fill-opacity=".22" stroke="#f59e0b" stroke-width="1.5"/><line x1="298.0" y1="103" x2="298.0" y2="125" stroke="currentColor" stroke-width="2"/><text x="458" y="118" fill="currentColor">Neutral · Conf. 50%</text><text x="140" y="158" fill="currentColor" text-anchor="end" font-weight="600">Yuanta Taiwan 50 (0050)</text><line x1="148" y1="154" x2="448" y2="154" stroke="currentColor" stroke-width="1" opacity=".18"/><rect x="177.0" y="146" width="241.9" height="16" rx="4" fill="#f59e0b" fill-opacity=".22" stroke="#f59e0b" stroke-width="1.5"/><line x1="298.0" y1="143" x2="298.0" y2="165" stroke="currentColor" stroke-width="2"/><text x="458" y="158" fill="currentColor">Neutral · Conf. 63%</text><text x="140" y="198" fill="currentColor" text-anchor="end" font-weight="600">MediaTek (2454)</text><line x1="148" y1="194" x2="448" y2="194" stroke="currentColor" stroke-width="1" opacity=".18"/><rect x="225.4" y="186" width="193.5" height="16" rx="4" fill="#22c55e" fill-opacity=".22" stroke="#22c55e" stroke-width="1.5"/><line x1="177.0" y1="183" x2="177.0" y2="205" stroke="currentColor" stroke-width="2"/><text x="458" y="198" fill="currentColor">Bullish · Conf. 56%</text><text x="140" y="238" fill="currentColor" text-anchor="end" font-weight="600">Foxconn (2317)</text><line x1="148" y1="234" x2="448" y2="234" stroke="currentColor" stroke-width="1" opacity=".18"/><rect x="177.0" y="226" width="241.9" height="16" rx="4" fill="#f59e0b" fill-opacity=".22" stroke="#f59e0b" stroke-width="1.5"/><line x1="298.0" y1="223" x2="298.0" y2="245" stroke="currentColor" stroke-width="2"/><text x="458" y="238" fill="currentColor">Neutral · Conf. 55%</text><text x="140" y="278" fill="currentColor" text-anchor="end" font-weight="600">Chunghwa Telecom (2412)</text><line x1="148" y1="274" x2="448" y2="274" stroke="currentColor" stroke-width="1" opacity=".18"/><rect x="177.0" y="266" width="241.9" height="16" rx="4" fill="#f59e0b" fill-opacity=".22" stroke="#f59e0b" stroke-width="1.5"/><line x1="298.0" y1="263" x2="298.0" y2="285" stroke="currentColor" stroke-width="2"/><text x="458" y="278" fill="currentColor">Neutral · Conf. 69%</text></svg><figcaption style="font-size:12px;opacity:.6;margin-top:.25rem">Target Ranges for Key Assets (Vertical Line = Current Price, Colored Band = Target Range)</figcaption></figure>

Below are the AI forecasts for key stocks and ETFs over the next 5 trading days (starting July 22):

| Stock / ETF | Direction | Target Range | Confidence | Technical Signals |
| --- | --- | --- | --- | --- |
| Fubon FTSE Vietnam (00885) | Neutral | 17.6~18.22 | 57.0% | KD=BUY / MA=SELL / MACD=SELL |
| Cathay Taiwan-Korea Tech (00735) | Neutral | 88.17~99.13 | 63.0% | KD=BUY / MA=SELL / RSI=SELL |
| TSMC (2330) | Neutral | 2230.45~2409.55 | 50.0% | KD=SELL / MA=SELL / RSI=SELL |
| Yuanta Taiwan 50 (0050) | Neutral | 95.62~102.78 | 63.0% | KD=SELL / MA=SELL / RSI=SELL |
| MediaTek (2454) | Bullish | 4585.48~5087.38 | 56.0% | KD=BUY / MA=SELL / RSI=SELL |
| Foxconn (2317) | Neutral | 259.16~284.84 | 55.0% | KD=BUY / MA=SELL / RSI=SELL |
| Chunghwa Telecom (2412) | Neutral | 144.12~148.88 | 69.0% | KD=BUY / RSI=BUY / MACD=SELL |

*   **Fubon FTSE Vietnam (00885)**: The trend for the next 5 trading days leans toward "consolidation," with a target range of NT$17.6 to NT$18.22.
*   **Cathay Taiwan-Korea Tech (00735)**: Short-term outlook is range-bound. Monitor whether panic in the Korean market subsides first; do not rush to catch a falling knife.
*   **TSMC (2330)**: Short-term outlook leans toward sideways consolidation, with an estimated target range of NT$2230.45 to NT$2409.55.
*   **Yuanta Taiwan 50 (0050)**: Short-term low-level volatility. The key factors to watch are the post-dividend gap-filling momentum after the July 21 ex-dividend date and the pressure from foreign short positions.
*   **MediaTek (2454)**: Relatively strong among mega-caps. The outlook for the next 5 days is bullish, with an estimated range of NT$4585.48 to NT$5087.38.
*   **Foxconn (2317)**: High-volatility consolidation, likely to shake out weak hands like a roller coaster. Beginners should watch out for pressure from heavy foreign short-selling.
*   **Chunghwa Telecom (2412)**: Short-term flat consolidation. However, technical indicators are already overbought, so avoid chasing highs here.

## Strategy Stock Screener
Below are the results of our algorithmic screening (not individual buy/sell recommendations):

| Stock | Overall Score | Flow Score | P/E Ratio | Valuation |
| --- | --- | --- | --- | --- |
| Hung Poo (2536) | 84 | 100 | 6.53 | Fair |
| Leshih Green Energy (1529) | 79 | 100 | 20.31 | Cheap |
| Farglory Land (5522) | 79 | 100 | 8.69 | Cheap |
| Globe Union (9934) | 78 | 100 | N/A | N/A |
| Hon Chuan (9939) | 76 | 100 | 14.69 | Fair |

## Recent Forecast Accuracy Review

<figure class="stock-chart" style="margin:1.25rem 0"><svg role="img" aria-label="Recent Directional Accuracy (Higher is better; includes settled sample size)" viewBox="0 0 490 158" width="100%" style="height:auto;max-width:490px;min-width:480px;font-family:ui-sans-serif,system-ui,sans-serif;font-size:12px"><text x="66" y="35" fill="currentColor" text-anchor="end" font-weight="600">TAIEX·Next-Day</text><rect x="74" y="22" width="320" height="18" rx="4" fill="currentColor" opacity=".12"/><rect x="74" y="22" width="144.0" height="18" rx="4" fill="#f59e0b"/><text x="404" y="35" fill="currentColor">45% (2/20)</text><text x="66" y="69" fill="currentColor" text-anchor="end" font-weight="600">TAIEX·Short-Term</text><rect x="74" y="56" width="320" height="18" rx="4" fill="currentColor" opacity=".12"/><rect x="74" y="56" width="150.6" height="18" rx="4" fill="#f59e0b"/><text x="404" y="69" fill="currentColor">47% (1/17)</text><text x="66" y="103" fill="currentColor" text-anchor="end" font-weight="600">Stocks·Short-Term</text><rect x="74" y="90" width="320" height="18" rx="4" fill="currentColor" opacity=".12"/><rect x="74" y="90" width="71.1" height="18" rx="4" fill="#ef4444"/><text x="404" y="103" fill="currentColor">22% (5/36)</text><text x="66" y="137" fill="currentColor" text-anchor="end" font-weight="600">Stocks·20-Day</text><rect x="74" y="124" width="320" height="18" rx="4" fill="currentColor" opacity=".12"/><rect x="74" y="124" width="80.0" height="18" rx="4" fill="#ef4444"/><text x="404" y="137" fill="currentColor">25% (4/16)</text></svg><figcaption style="font-size:12px;opacity:.6;margin-top:.25rem">Recent Directional Accuracy (Higher is better; includes settled sample size)</figcaption></figure>

In the spirit of transparency, we directly publish our recent directional accuracy. Currently, our TAIEX next-day directional accuracy stands at 45.0% (average error of 1.69%), while our TAIEX short-term directional accuracy is 47.1% (average error of 3.21%). The short-term directional accuracy for individual stocks is 22.2% (average error of 5.18%).

Below is a review of our settled historical forecasts:
*   **Fubon FTSE Vietnam (00885)** (Forecast on 7/13): Predicted Neutral, actual return -2.77%, result: MISS.
*   **TSMC (2330)** (Forecast on 7/13): Predicted Neutral, actual return -4.92%, result: MISS.
*   **Cathay Taiwan-Korea Tech (00735)** (Forecast on 7/13): Predicted Bearish, actual return -9.08%, result: PARTIAL.
*   **Yuanta Taiwan 50 (0050)** (Forecast on 7/13): Predicted Bullish, actual return -6.42%, result: MISS.

## Disclaimer
This content is automatically generated by an AI model based on quantitative data and is for research reference only. It does not constitute investment advice. Investing involves risk; please make your own judgments and assume all responsibility.

---

## About this article and its author

Originally published on [Mark Ku's Tech Notes](https://blog.markkulab.net/en/ai-stock-chat/ai-stock-chat-2026-07-21)

License: [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) — when reusing or quoting, credit the author and link back to the original

### About the author

**[Mark Ku](https://blog.markkulab.net/en/author/mark-ku)** — Software Solution Provider

- 10+ years senior software engineer, now an AI Builder
- Focused on large-platform architecture — North-American e-commerce, AI SaaS subscription billing
- Combining AI Agents and automation to build evolvable product foundations

### Free tools built by the author

All of these are free to use:

- [Free PDF Sign Tool](https://blog.markkulab.net/en/tools/pdf-sign): Online PDF sign tool — draw, type, or upload a signature, then drag, resize, and download. Everything runs in your browser; nothing is uploaded.
- [VS Code Refactory](https://blog.markkulab.net/en/tools/refactory): Refactory is a VS Code refactoring extension: 34 actions plus a 37-rule code-smell inspection layer with a Code Health dashboard, across 18 languages, backed by 534 tests. It learns your repo's conventions: where interfaces live, where DI is registered, whether 'use client' belongs. It ranks files by git churn × complexity so you know what to fix first, and hands any smell to the Claude Code already on your machine. Free to use, and your source never leaves your computer.
- [DB-Kit Database Manager](https://blog.markkulab.net/en/tools/db-kit): DB-Kit is a lightweight, cross-platform database manager built with Tauri + Rust + React. Manage MySQL, MariaDB, PostgreSQL, SQL Server, Oracle, SQLite, MongoDB, Redis, Kafka, Elasticsearch and RabbitMQ from one consistent interface: passwords encrypted in the OS keychain, SSH tunnels, full CRUD, a visual query builder, stacked multi-statement result sets, cross-connection data transfer and compare/sync, Excel / CSV import & export, visualized execution plans, ER diagrams, scheduled backups, SQL stress testing with p50–p99 latency percentiles, a 15-rule SQL review engine, Kafka message browsing with monitoring & alerts, a bilingual UI (Traditional Chinese / English), a built-in AI assistant (natural-language SQL, AI review and tuning advice) and the dbk CLI. Free and open source (MIT), with installers for Windows, macOS and Linux.
- [VS Code Super Mermaid](https://blog.markkulab.net/en/tools/super-mermaid): Super Mermaid is a VS Code extension for beautiful Mermaid diagrams out of the box: auto-colored live preview, mouse pan & zoom, high-res PNG / SVG export, 21 templates and multiple themes. Free and open source (MIT).
- [React Super Mermaid](https://blog.markkulab.net/en/tools/react-super-mermaid): react-super-mermaid is an open-source React component library: render beautiful Mermaid diagrams with a single <MermaidViewer>, with built-in colorful / sketch themes, pan & zoom, in-diagram search, and high-res SVG / PNG export. Lightweight, SSR-safe, fully typed. Free and open source (MIT).
- [Jira / Confluence Super Mermaid](https://blog.markkulab.net/en/tools/jira-super-mermaid): An Atlassian Forge app: write Mermaid syntax directly inside a Jira issue or a Confluence page and get flowcharts, sequence diagrams, state machines and Gantt charts. 11 diagram types, SVG / PNG export, light and dark themes, full CJK support. Runs on Atlassian: your diagrams live in your own site and the app calls no third-party service. Free, coming soon to the Atlassian Marketplace.
- [Mermaid Live Preview](https://blog.markkulab.net/en/tools/mermaid-preview): Write Mermaid in your browser, see it render instantly, and share the whole diagram as a single link. No sign-up, nothing uploaded to a server, and mermaid.live share links work as-is.
- [React Intl Phone Number](https://blog.markkulab.net/en/tools/react-intl-phone-number): react-intl-phone-number is an open-source React component: framework-agnostic and antd-free, with E.164 in/out, a searchable flag / country-code dropdown, configurable validation levels (strict / mobile-strict / loose), themeable CSS, and i18n — phone logic powered by google-libphonenumber. Lightweight and fully typed. Free and open source (MIT).
- [Uptime Kuma Cluster](https://blog.markkulab.net/en/tools/uptime-kuma-cluster): Turn single-node Uptime Kuma into a highly available cluster: OpenResty + Lua smart load balancing, shared MariaDB state, health checks and automatic failover, plus cluster-management REST APIs. One Docker Compose command to start. Free and open source (MIT).
- [Special Education](https://blog.markkulab.net/en/education): Learning materials crafted for special education students

### Daily podcasts

- [Tech News](https://blog.markkulab.net/en/category/tech-news): Daily curated AI and tech trends. Catch the latest developments via audio summaries — covering AI applications, software architecture, DevOps, and engineering practice. — RSS: https://blog.markkulab.net/feed.xml
- [AI Stock Chat](https://blog.markkulab.net/en/category/ai-stock-chat): Every trading day, an AI-analyzed take on the Taiwan stock market, delivered as a two-host conversation covering the session and the next-day outlook. — RSS: https://blog.markkulab.net/ai-stock-chat/feed.xml

### Newsletter

[Subscribe to the newsletter](https://blog.markkulab.net/en/subscribe) — Be the first to know about new posts. No spam, unsubscribe anytime.
