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v2.0.0

koala73/worldmonitorv2.0.0Feb 14, 2026by koala73

AI Summary

Major architecture upgrade introducing hardware-accelerated WebGL mapping and client-side AI intelligence analysis.

Key Highlights

  • deck.gl WebGL map with hardware acceleration and clustering
  • Client-side ML analysis using ONNX Runtime and Flan-T5
  • Focal Point Detection for AI-powered signal correlation
  • Resizable panels and expanded news search index

New Features

  • deck.gl WebGL Map with MapLibre GL
  • Focal Point Detection AI layer
  • Client-side ML (ONNX Runtime) for text analysis
  • Country Intelligence Index (CII) integration
  • Resizable panels
  • Datacenter clustering at low zoom levels
  • Expanded news search index (200 → 500 items)

Full Release Notes

## World Monitor v2.0.0

Major release introducing AI-powered intelligence analysis and hardware-accelerated map visualization.

### deck.gl WebGL Map
- Hardware-accelerated map with deck.gl + MapLibre GL
- Clustering for Tech HQs, Events, Protests, Datacenters
- APT Groups and Critical Minerals layers
- Distinct marker shapes via IconLayer
- Hotspot popup and pulsating animation

### AI Intelligence
- **Focal Point Detection**: AI-powered intelligence synthesis layer correlating signals across sources
- **Client-side ML**: ONNX Runtime with Flan-T5 for browser-based text analysis
- **AI Insights Panel**: Redesigned with prioritization and click-to-summarize
- **Groq/OpenRouter fallback chain**: Server-side AI summaries with Redis caching
- Parallel ML analysis system with multi-perspective scoring

### Country Intelligence Index (CII)
- Focal point intelligence integrated into CII scoring
- News urgency boost when Information score is high
- Backend caching for CII and Strategic Risk scores
- Fixed timing, circular dependencies, and score consistency

### UI Improvements
- Resizable panels
- Datacenter clustering at low zoom levels
- Increased news search index (200 → 500 items)
- Panel summarize buttons on news headers
- Loading status messages for AI Insights

### Bug Fixes
- Fix RSS proxy corrupting gzip-compressed responses
- Fix repetitive AI summary openings
- Fix dark overlay in DeckGLMap (WebGL alpha context)
- Fix coordinate bugs and popup positioning
- Fix Al Arabiya and Arab News RSS feed URLs

**Full Changelog**: https://github.com/koala73/worldmonitor/compare/v1...v2.0.0