ClearBridge USALL Final Build

ClearBridge USALL Final Build

This is the final competition build of ClearBridge for the USAII Global AI Hackathon 2026.

ClearBridge helps multilingual students and community users turn complicated notices, on-screen text, and live captions into clear, source-backed next steps.

Included

• Multilingual ClearBridge text analysis
• English, Simplified Chinese, and Arabic interface
• Local screen-region OCR
• Optional cloud vision OCR with user confirmation
• OCR Translate, Summarize, and ClearBridge actions
• Manual caption analysis
• Rolling Summary overlay
• Source Evidence
• Unclear Items
• Human confirmation before saving
• Memory-only temporary Rolling Summary context
• History for confirmed results

Downloads

Recommended

ClearBridge-USALL-Final-win-x64.zip

Extract the entire ZIP before running LiveCaptionsTranslator.exe.

Single-file build

ClearBridge-USALL-Final-SingleFile.exe

This standalone build is provided for easier testing on Windows computers.

User guide

ClearBridge-Quick-Start-Guide-CN-EN.pdf

Chinese-English bilingual quick-start guide.

Platform

Windows 10/11, 64-bit only.

This Windows desktop build cannot run directly on macOS, iPadOS, Android, or iOS.

Important

This release does not include any user API keys or setting.json.

AI output may be inaccurate. Review the original source evidence and confirm important information before taking action.

Responsible AI

AI-generated content may contain omissions or errors. Users should review the original source evidence and confirm important information before taking action.

ClearBridge does not automatically perform external actions for the user. Cloud OCR requires user confirmation, and temporary Rolling Summary context is stored in memory only by default.

Open-Source Attribution

ClearBridge is based on the open-source LiveCaptions Translator project: https://github.com/SakiRinn/LiveCaptions-Translator.

The original project and applicable upstream components are licensed under the Apache License 2.0. ClearBridge preserves the applicable license and upstream attribution notices.

ClearBridge is an independent derivative project and is not officially affiliated with or endorsed by the original upstream authors.

Multilingual Output Reliability Fix

ClearBridge now validates whether user-visible AI output follows the selected target language. If the model returns the wrong language, the application performs one strict correction retry. A second mismatch is rejected instead of being displayed or saved as a successful result.

Source evidence remains in the original input language.

Known limitations

• Some long result areas work better with the right-side scrollbar than the mouse wheel.
• Not all DPI and multi-monitor combinations have been fully tested.
• Network and AI provider quality may affect response speed.
• Arabic output may trigger one strict JSON retry with some providers.