knowledge-base/wiki/index.md
Hector Bot 2cb33da005 ingest(youtube): fahd-mirza-kimi-k2.7-vs-glm-5.2
Fahd Mirza Head-to-Head in Hermes Agent (14.06.2026, 14 Min, 2659 views,
89 likes). Beide Modelle bekommen denselben Prompt, loesen denselben
Real-World-Task: Flask-App mit gepflanztem FIFA-Bug + Round-of-32-
Bracket-Feature mit Anti-Group-Rematch-Regel.

Test 1: Beide bestehen. Kimi schneller (~5 Min), innovativer
(zusaetzliche Progression-Previews). GLM: 97 tool calls, laenger.
Test 2 (Creative HTML, Siberian Wind): GLM staerker bei Animation +
Terrain-Detail; Kimi bei Stats + Geographie.

Konzept: Real-World-Showdown als Benchmark-Alternative zu statischen
Tests (HumanEval, MBPP, SWE-bench). Agent-Framework isoliert die
Modell-Variable sauber.

Direkte Implikation fuer OpenClaw:
- Sub-Task-spezifisches Coding-Routing (Kimi vs GLM je nach Task)
- Ensemble-Kandidaten: Kimi K2.7 + GLM-5.2 in Coding-Panels
- Real-World-Validierung statt nur Standard-Benchmarks fuer Production-
  Pfade
- Hermes Agent als alternatives Agent-Framework zu AutoGen/CrewAI

Aenderungen:
- raw/youtube/2026-06-14_fahd-mirza-kimi-k2.7-vs-glm-5.2.md (neu)
- wiki/concepts/real-world-coding-showdown.md (neu)
- wiki/tools/kimi-k2.7-code.md (Cross-References)
- wiki/architecture/model-routing.md (neue Sektion Coding-Modelle)
- wiki/index.md (neuer Concepts-Eintrag + Raw Sources-Eintrag)
- wiki/log.md (Eintrag)

Maximale Verlinkung gemaess AGENTS.md-Kardinalregel:
- 12 externe Verweise auf Modelle (Kimi, GLM, Hermes, Ollama, Z.ai)
- 9 Benchmark-/Methoden-Links (SWE-bench, HumanEval, MBPP, MCP, etc.)
- 7 Fahd-Mirza-Links (YT, Blog, LinkedIn, Substack, Ko-Fi)
- 5 Wiki-Cross-References (fusion, ai-agents, kimi-k2.7, model-routing, behavior-persistence)
2026-06-15 09:45:38 +02:00

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# Wiki Index
*Auto-generated: 2026-06-15*
*Letzte Aktualisierung: 2026-06-15 (6. Update)*
## Architecture
| Seite | Beschreibung | Quellen |
|-------|-------------|---------|
| [Container & Volume Persistence](architecture/container-volume-persistence.md) | Docker-Volume-Pattern, LanceDB-Havarie, Permission-Fixes | context-tree |
| [Memory System](architecture/memory-system.md) | Schichten-Modell S1-S3, Tag-System, Evolutionsphasen | context-tree |
| [Agent Orchestration](architecture/agent-orchestration.md) | Orchestrator-Pattern, Swarm-Adoption, Frameworks | context-tree |
| [Model Routing](architecture/model-routing.md) | Two-Model-Pipeline, GPT-5.4 Config, Fallback-Chain | context-tree |
| [Cron & System Events](architecture/cron-notable-events.md) | Historische Cron-Architektur, Disk-Krise, Execution Gap | context-tree |
| [ByteRover Knowledge Mining](architecture/byterover-knowledge-mining.md) | Mining-Pipeline, Blockaden, Status | context-tree |
## Tools
| Seite | Beschreibung | Quellen |
|-------|-------------|---------|
| [Anthropic Claude](tools/anthropic-claude.md) | Claude Opus 4.7, Mythos, Business-Kennzahlen, Pentagon-Streit, Amazon-Jailbreak, Branchen-Fallout | 5 |
| [OpenAI GPT Models](tools/openai-gpt.md) | GPT-5.5, GPT-5.5 Instant, Pricing | 1 |
| [Ecosystem Tools (April 2026)](tools/ecosystem-tools-april-2026.md) | GBrain, SearXNG, Hermes Atlas, X-API, Claude Shortcuts | context-tree |
| [Kimi K2.7 Code](tools/kimi-k2.7-code.md) | Coding-fokussiertes agentisches Modell (Moonshot AI) auf Ollama Cloud | other/2026-06-13_kimi-k2.7-code-ollama.md |
## Concepts
| Seite | Beschreibung | Quellen |
|-------|-------------|---------|
| [LLM Knowledge Base](concepts/llm-knowledge-base.md) | Grundlage des RamaDama Wiki (Karpathy-Pattern) | 0 |
| [AI Regulation 2026](concepts/ai-regulation-2026.md) | Government Reviews, Anthropic-Pause-Forderung, Mythos-Kontroverse, Trump-Exportkontrollen, Amazon-Jailbreak | 5 |
| [Biologische KI & Biosecurity-Staat](concepts/ai-biological-biosecurity.md) | Malone-Kritik: Machtkonzentration unter Biosecurity-Deckmantel, GOF-Kontroversen, DeepSeek-Paradoxon | 1 |
| [AI Agents 2026](concepts/ai-agents-2026.md) | Wandel zu autonomen Agenten, Enterprise-Adoption, Infrastruktur | 1 |
| [Subconscious Agent v2.1](concepts/subconscious-agent.md) | Hard Synthesis, Execution Gap, bekannter Bug, Outcomes | raw/other/2026-06-07_subconscious-runner-script.md |
| [Pro-Leben-Direktive](concepts/pro-leben-directive.md) | Philosophischer Rahmen, Kernwerte, Anti-Positionen, Anwendung | context-tree |
| [Qualitäts-Standard](concepts/quality-standard.md) | "Heilige Scheiße, das ist fertig" | context-tree |
| [Semantic Similarity Rating (SSR)](concepts/semantic-similarity-rating-ssr.md) | LLM-basierte Kaufintentions-Vorhersage mit 90% Korrelation | xpost/2026-06-11_colgate-llm-purchase-intent-ssr.md |
| [LLM Behavior Persistence](concepts/llm-behavior-persistence.md) | Sleeper Agents, Backdoor-Persistenz, Unlearning-Grenzen, Bias-Transfer, Catastrophic Forgetting | xpost/2026-06-14_lieselweppen-open-source-llm-backdoors.md |
| [LLM Model Fusion & Ensembles](concepts/llm-model-fusion-ensembles.md) | OpenRouter Fusion, DRACO-Benchmark, Model-Panels, Self-Fusion, Budget-Panels, Anti-Contamination | blog/2026-06-12_openrouter-fusion-beats-frontier.md |
| [Real-World Coding Showdown](concepts/real-world-coding-showdown.md) | Head-to-Head-Methodik jenseits statischer Benchmarks, Kimi K2.7 vs GLM-5.2 in Hermes Agent, Sub-Task-Spezialisierung | youtube/2026-06-14_fahd-mirza-kimi-k2.7-vs-glm-5.2.md |
## Decisions
| Seite | Beschreibung | Quellen |
|-------|-------------|---------|
| [Volume Persistence](decisions/2026-04-volume-persistence.md) | LanceDB-Havarie, bot_workspace_2, Provisioning-Pattern | context-tree |
| [Memory Architecture](decisions/2026-04-memory-system.md) | LanceDB-Removal, Tag-System, KNOWLEDGE.md-Gap, Evolution | context-tree |
## Events
| Seite | Beschreibung | Quellen |
|-------|-------------|---------|
| [OME20 Special — Ufologie, Physik und Bewusstsein](events/ome20-special-ufologie-physik-bewusstsein.md) | Podcast-Special zu UFO-Forschung, Physik und Bewusstsein | podcast/ome20-special-ufologie-physik-bewusstsein-2026-06-12.md |
## Raw Sources
| Datei | Typ | Titel |
|-------|-----|-------|
| `raw/blog/2026-06-04_anthropic-fordert-ki-pause.md` | blog | Anthropic fordert weltweite Aussetzung der KI-Entwicklung |
| `raw/blog/2026-06-05_ai-news-roundup-may-2026.md` | blog | Latest AI & Technology News Roundup May 2026 |
| `raw/other/2026-06-07_subconscious-runner-script.md` | other | Subconscious Agent Evidence Runner Script v2.1 |
| `raw/podcast/ome20-special-ufologie-physik-bewusstsein-2026-06-12.md` | podcast | OME20 (Special ed.) — Ufologie, Physik und Bewusstsein |
| `raw/xpost/2026-06-13_roemmele-amazon-jailbreak-fable5.md` | xpost | Brian Roemmele: Amazon-Jailbreak von Fable 5 als Auslöser der Exportkontrollen |
| `raw/blog/2026-06-13_trump-export-controls-anthropic-mythos-fable.md` | blog | Trump admin blocks foreign access to Anthropic's Mythos 5 and Fable 5 |
| `raw/blog/2026-06-13_malone-biological-ai-biosecurity.md` | blog | Malone: The AI They Don't Want You to Have — Biosecurity als Machtkonzentration |
| `raw/xpost/2026-06-11_colgate-llm-purchase-intent-ssr.md` | xpost | Colgate: LLMs Predict Purchase Intent at 90% via SSR |
| `raw/other/2026-06-13_kimi-k2.7-code-ollama.md` | other | Kimi K2.7 Code — jetzt auf Ollama Cloud (NVIDIA B300) |
| `raw/xpost/2026-06-13_roemmele-anthropic-selfdestruct.md` | xpost | Brian Roemmele: Anthropic's Selbstzerstörung |
| `raw/xpost/2026-06-14_lieselweppen-open-source-llm-backdoors.md` | xpost | Liesel Weppen: Open Source bei LLMs ist "Marketing BS" — Belege aus Sleeper-Agent-/Unlearning-Forschung |
| `raw/blog/2026-06-12_openrouter-fusion-beats-frontier.md` | blog | OpenRouter Fusion: Surpassing Frontier Performance with Model Panels (DRACO-Benchmark) |
| `raw/youtube/2026-06-14_fahd-mirza-kimi-k2.7-vs-glm-5.2.md` | youtube | Fahd Mirza: Kimi K2.7 vs GLM-5.2 Real Coding Showdown in Hermes Agent |