skew202
Stefan Wiest — AI Research & Engineering
HuggingFace
Spaces
- nerfstatus-hf-monitor — HF Inference Quality Monitor
Live LLM quality testing with 6 scientific probes: Math, JSON, Code, Fact, Repeat, Negation. Detects degradation, hallucination, and model collapse in real-time.
Portfolio
Research & Tools
| Project | Description | Link |
|---|---|---|
| HCT | Harmonic Coordination Theory for multi-agent systems | stefanwiest/hct-spec |
| NerfStatus | Scientific LLM degradation detection | nerfstatus.com |
| AntiSlop | Linter for AI-generated code slop | GitHub |
| EnvCheck | Environment file linting | GitHub |
| SpeakOps | Real-time AI speech coaching | GitHub |
Writing
- SeekingSota — Essays on AI × Human identity crisis
Organizations
stefanwiest — Research collections and HCT specification
- 6 curated collections on multi-agent systems
- HCT protocol reference implementation
Connect
- 🌐 stefanwiest.de
- 🐦 X/Twitter
- 📦 GitHub
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