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Author SHA1 Message Date
Hector Bot
ce85f0e7ce ingest(blog): openrouter-fusion-beats-frontier 
OpenRouter launcht Fusion (12.06.2026) - parallele Model-Panels mit
Judge-Synthese. DRACO-Validierung (Perplexity AI) zeigt:

- Fable 5 + GPT-5.5 (synth. Opus 4.8) = 69.0% > Fable 5 solo 65.3%
- Budget-Panel (Gemini 3 Flash + Kimi K2.6 + DeepSeek V4 Pro) = 64.7%
  bei 50% der Kosten vs. Fable 5 (65.3%)
- Self-Fusion (Opus 4.8 + Opus 4.8) = +6.7 Punkte ueber Solo-Opus
- Anti-Contamination: excluded_domains in Server Tools

Konzeptseite wiki/concepts/llm-model-fusion-ensembles.md mit:
- Architektur + API-Beispiele
- Vollstaendige DRACO-Result-Tabelle mit Verlinkung
- Methodische Lessons (Excluded-Domains, Judge-Wahl)
- Pro-Leben-Perspektive (gegen Frontier-Skalierungs-Mangelnarrativ)
- Cross-Refs zu llm-behavior-persistence, model-routing, ai-agents
- Externe Ressourcen: OpenRouter, DRACO arXiv+HF, Ensemble-Literatur
- Open Questions fuer OpenClaw (Self-Fusion in Routing, Excluded-Domains)

Maximale Verlinkung gemaess neuer AGENTS.md-Kardinalregel:
- 7 OpenRouter-Links
- 5 DRACO-Links (arXiv Abstract/PDF/HTML, HF Dataset, Perplexity)
- 6 Ensemble-Konzept-Links (Self-Consistency, MoE, Tsinghua-Studie)
- 4 Multi-Agent-Framework-Links (AutoGen, CrewAI, LangGraph, DSPy)
- 3 Wiki-Cross-References
 2026-06-15 09:18:25 +02:00
Hector Bot
0b3ecd3c1d wiki-update(llm-behavior-persistence): maximale Verlinkung 
Feedback @k9ert: Schlüssel-Autoren und Papiere muessen verlinkt sein.

- Hubinger 2024 (Sleeper Agents): arXiv + HTML + Semantic Scholar + HF + Wolfe
- Kurmanji 2023 (Towards Unbounded Unlearning): arXiv + PDF + OpenReview
- Goel 2024 (Corrective Machine Unlearning): arXiv + HTML v2 + Semantic Scholar
- Lin 2024 (Rethinking Machine Unlearning for LLMs): arXiv + Nature MI
- McCloskey & Cohen 1989 (Catastrophic Interference): Semantic Scholar + PubMed + Wikipedia + IBM
- Webster 2020 (Gendered Correlations): Semantic Scholar
- Gonen & Lazaridou (MATCH/Storytelling): arXiv
- Maschinelle Unlearning Surveys: arXiv
- Externe Ressourcen: Anthropic/DeepMind/CAIS/NIST/AI Incident DB/LessWrong/Papers With Code

Neue Kardinalregel in AGENTS.md: 'Maximale Verlinkung'.
Faustregel: lieber ein Link zu viel als einer zu wenig.
 2026-06-15 09:07:47 +02:00
Hector Bot
7aace389c1 ingest(xpost): lieselweppen-llm-behavior-persistence 
Konzeptseite zu Persistenz gelernter Verhaltensweisen in LLMs.
Basiert auf Liesel Weppens 8 Suchbegriffen (Sleeper Agents, Backdoor
safety training, machine unlearning bias, bias persistence, bias
transfer, persistent backdoors, catastrophic forgetting, limits of
debiasing). Drei Achsen: versteckte Verhaltensmuster überleben
Safety-Training, Machine Unlearning entfernt Bias unvollstaendig,
catastrophic forgetting als Daempfer.

Kernthese: Open Weights != Open Model — Pro-Leben-Perspektive mit
realistischen Handlungsspielraumen (Open + Audit, selektive
Offenlegung, verteilte Sicherheit, Engineering-Realismus).

Subagent-Initial-Versuch scheiterte (xai billing error); manuell
finalisiert im Main-Loop.
 2026-06-15 06:55:43 +02:00
Hector Bot
2328b1c8ff ingest(xpost): Brian Roemmele Amazon-Jailbreak Fable 5 als Auslöser der Exportkontrollen 2026-06-13 18:46:06 +02:00
Hector Bot
f863d48d64 ingest(raw): malone-biological-ai-biosecurity 
- raw: blog/2026-06-13_malone-biological-ai-biosecurity.md (created)
- wiki: concepts/ai-biological-biosecurity.md (created — neue Konzeptseite)
- wiki: concepts/ai-regulation-2026.md (updated — cross-ref + source)
- index: updated (neuer Concepts-Eintrag + Raw Source)
- log: updated
 2026-06-13 16:28:32 +02:00
Hector Bot
c67183df65 ingest(blog): Trump export controls block foreign access to Anthropic Mythos 5 / Fable 5 
- raw: raw/blog/2026-06-13_trump-export-controls-anthropic-mythos-fable.md (created)
- wiki: concepts/ai-regulation-2026.md (updated — export controls, conflict timeline, NSA connection)
- wiki: tools/anthropic-claude.md (updated — Mythos 5 / Fable 5 details, Opus 4.8)
- index: updated with new raw + concept updates
- log: updated
 2026-06-13 13:03:50 +02:00
Hector Bot
1c801c5a39 ingest(xpost): colgate-llm-purchase-intent-ssr 
- raw: raw/xpost/2026-06-11_colgate-llm-purchase-intent-ssr.md (created)
- wiki: wiki/concepts/semantic-similarity-rating-ssr.md (created)
- index: updated
- log: updated
 2026-06-12 10:38:30 +02:00
hector-bot
8c504c9fe2 wiki-update(concepts): add plur1bus evidence gap and execution gap reality 2026-06-07 12:19:38 +02:00
hector-bot
77f979ccde wiki-update(concepts): add script source reference and current status 2026-06-07 12:17:35 +02:00
Hector
7e99ca9af0 feat: migrate ByteRover context-tree (April 2026) into knowledge base wiki 2026-06-07 11:47:41 +02:00
Hector the Butler
8761ff8230 ingest(raw): anthropic fordert ki-pause + ai news roundup may 2026 
Ingests two blog articles, creates wiki pages for Anthropic Claude,
OpenAI GPT, AI Regulation, AI Agents, and the Karpathy concept page.
Updates index.md and log.md.
 2026-06-05 13:51:23 +02:00
Hector the Butler
87e079fa45 chore: add raw/ and wiki/ directory skeletons with .gitkeep 2026-06-05 13:30:00 +02:00