#research

• Why Earth’s Long Evolution Hints Most Planets Never Finish

  Feb 18, 2026 5 min
• How to Turn ‘Room Temperature’ Into a Real Test Condition

  Jan 2, 2026 4 min
• Three Structural Failure Modes of Single-Vector Cosine Routers

  Jan 2, 2026 4 min
• Why ‘Solid’ Matter Is Mostly Empty Space Inside Atoms

  Dec 26, 2025 5 min
• Older models with better plumbing can outperform shiny stacks

  Dec 25, 2025 4 min
• Using cosine similarity and HDBSCAN for stable text clustering

  Dec 25, 2025 5 min
• Rethinking GPU necessity for model inference with CPU batching

  Dec 25, 2025 4 min
• Deterministic LLM pipelines as an alternative to multi-agent orchestration

  Dec 25, 2025 5 min
• Designing retrieval systems around top-5 user experience

  Dec 25, 2025 6 min
• Improving retrieval relevance with error analysis and hard negatives

  Dec 25, 2025 5 min
• Using vector similarity to deduplicate and select LoRA adapters

  Dec 25, 2025 5 min
• Using MiniLM Cross-Encoders Instead of LLMs for Reranking

  Dec 25, 2025 5 min
• Using prompt-structured probes and embeddings instead of fine-tuning

  Dec 25, 2025 5 min
• Why Retrieval Systems Do Not Need Perfect Recall

  Dec 25, 2025 4 min
• Small embedding models plus rerankers can outperform large embeddings

  Dec 25, 2025 5 min
• Why small embeddings plus rerankers often beat giant vector models

  Dec 25, 2025 5 min
• Using LLM Embeddings and Vector Databases for Semantic Search

  Dec 21, 2025 5 min
• Exploring OpenAI o4-mini-deep-research with orchestrion mapping

  Dec 21, 2025 7 min
• Understanding repeated probability events and complements

  Dec 21, 2025 5 min
• Prompt engineering for reliable transactional LLM applications

  Dec 21, 2025 8 min