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Recent posts tagged semantics

Level UI • 20 hours • in Articles • 9 min read
An MCP server is not a new API. It is a thin layer over the one you already have
Somewhere in the last year, "do we need an MCP server?" joined the list of questions that arrive in a brief before anyone has said what the thing is for. It is usually framed as MCP vs API, as though the Model Context Protocol were a newer kind of AP...
post-cover-33074
  • ai
  • api
  • webdev
  • security
7 Reactions 7 Comments
arifkurnaz • Oct 23 • in Articles • 2 min read
Ternary Semantic Brain Core — Zero Hard-Coding, Language-Independent Meaning Engine
Ternary Semantic Brain Core — Zero Hard-Coding, Language-Independent Meaning Engine I built a meaning-learning engine that works without LLMs, embeddings, or translation tables. Everything is stored as 2-bit ternary values {-1, 0, +1}. It learns me...
  • ternary
  • nlp
  • semantics
  • c
0 Reactions 0 Comments
uglypeardata • Oct 21 • in Tutorials • 8 min read
Local-First File Organization: Why On-Device Semantics Beat Filename Search
Most file-search advice is still stuck in the 1990s mental model: name your files well, put them in the right folder, and your future self will thank you. That model quietly assumes two things that are no longer true — that you have the time to name ...
post-cover-31951
  • semantics
0 Reactions 0 Comments
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