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Recent posts tagged quantization

Level UI • 21 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
9 Reactions 7 Comments
Pawe Jankes • Oct 22 • in Articles • 14 min read
SCC, V10 and S10: Connecting SSI MultiQuant into One System
I am developing SSI V5 as a research programme for persistent AI agents, reusable competencies and decisions informed by recorded experience. My earlier article, Universal Lab and SSI MultiQuant toward practical LLMs on 8 GB RAMhttps://coderlegion.co...
  • ai
  • llm
  • quantization
  • agents
0 Reactions 0 Comments
Pawe Jankes • Oct 21 • in Articles • 10 min read
Universal Lab and SSI MultiQuant toward practical LLMs on 8 GB RAM
By jankes72 21 October 2026 I am developing SSI MultiQuant as the next stage of SSI V5: bringing model size, memory use and measured task quality into the decisions made by an agent system. One published comparison is deliberately narrow. An expe...
  • ai
  • llm
  • quantization
  • agents
3 Reactions 2 Comments
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