Log

Wiki Activity Log

Reverse chronological record of all wiki operations.

[2026-04-10] ingest | Foundations Batch (7 papers) + Recent Research (4 papers)

Batch ingest of 11 sources. Foundational papers: Created Source - Attention Is All You Need, Source - Language Models Are Few-Shot Learners, Source - Denoising Diffusion Probabilistic Models, Source - An Image is Worth 16x16 Words, Source - Chain-of-Thought Prompting Elicits Reasoning in LLMs, Source - Training Language Models to Follow Instructions with Human Feedback, Source - Training Compute-Optimal Large Language Models. Recent research: Created Source - DeepSeek-R1, Source - MSA Memory Sparse Attention, Source - ShinkaEvolve, Source - Text-to-LoRA. Created concept pages: Transformer Architecture, In-Context Learning, Scaling Laws, Chain-of-Thought Prompting, Reinforcement Learning from Human Feedback, Diffusion Models, Vision Transformers, Long-Context Models, Parameter-Efficient Fine-Tuning. Created entity pages: GPT-3, Chinchilla, InstructGPT, DeepSeek-R1, ShinkaEvolve, Text-to-LoRA. Updated AI Agents with reasoning and evolutionary design sections (now 5 sources). Updated Autonomous Code Optimization with ShinkaEvolve (now 2 sources). Updated LLM Inference Optimization with long-context and scaling law connections (now 2 sources). Updated Glossary with 20+ new terms. Updated Index.

[2026-04-10] ingest | AGENTS.md Outperforms Skills in Agent Evals

Ingested Vercel blog post on passive context vs skills for coding agent documentation. Created Source - AGENTS.md Outperforms Skills in Agent Evals. Created concept page: Agent Context Strategies. Updated AI Agents with context strategies section (now 3 sources). Updated Glossary with terms: agent skills, passive context, pre-training-led reasoning. Updated Index.

[2026-04-10] ingest | AXI Agent eXperience Interface

Ingested AXI paper on agent-ergonomic CLI design principles. Created Source - AXI Agent eXperience Interface. Created concept page: Agent-Tool Interfaces. Created entity pages: AXI, Model Context Protocol. Updated AI Agents with agent-tool interfaces section (now 2 sources). Updated Glossary with terms: MCP, token budget, TOON. Updated Index.

[2026-04-10] ingest | Research-Driven Agents

Ingested blog post on literature-guided coding agents optimizing llama.cpp CPU inference. Created Source - Research-Driven Agents. Created concept pages: AI Agents, Autonomous Code Optimization, LLM Inference Optimization, Operator Fusion. Created entity pages: llama.cpp, SkyPilot. Updated Glossary with terms: compute-bound, kernel fusion, large language model, memory-bandwidth bound, operator fusion, quantization. Updated Index.

[2026-04-10] create | Wiki Scaffold

Initialized vault structure. Created home, Index, Log, Glossary, domain hub pages: AI Fundamentals, Web Development and Automation, IT Service and Consulting, Physical and Cyber Security. Schema defined in CLAUDE.md.