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Recent posts tagged hallucination

Level UI • 1 day • 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
PaulChen088 • Aug 28 • in Articles • 7 min read
How Synthadoc Handles Hallucination and Why "Don't Hallucinate" Isn't Enough
Ask most AI products how they handle hallucination and you'll get a variant of "we tell the model not to." That's not wrong — it's just insufficient, and it puts enforcement in the hands of the exact system doing the generating. Synthadoc treats hal...
post-cover-25713
  • rag
  • hallucination
  • llm
  • knowledgebase
12 Reactions 2 Comments
Jason Mullings • Aug 20 • in Articles • 5 min read
Where Is a Hallucination?
GITHUB1 | WEBSITE2 | DEMO3 Can We Pinpoint the Point of Failure? We began this inquiry by asking what an idea is, and found no absolute container—only representations, projections, and approximations. We then asked where an idea lives, discovering ...
post-cover-25035
  • hallucination
  • hilbert-pace
  • mkmuniverse
  • ai
0 Reactions 0 Comments
pyofpython • Jul 3 • in Articles • 2 min read
Hallucination Is Not One Problem — It's Five Different Architectural Failures
Why your RAG pipeline, guardrails, and prompt engineering each fix a different hallucination — and why none of them fix the others. The Frustration You built a RAG system. Added re-ranking. Tuned the temperature. Even threw in a "don't make thing...
post-cover-21850
  • llm
  • rag
  • ai-architecture
  • hallucination
9 Reactions 2 Comments
Tom Smithverified • 1 day • in Articles • 9 min read
Developer Weekly Briefing — October 30, 2026
Security dominated this week, but not in the usual way. Two active campaigns turned GitHub configuration files into attack surfaces. Researchers demonstrated that the built-in browsers inside AI coding tools can read your SSH keys. And at Oracle AI ...
post-cover-33104
  • agenticai
  • devsecops
  • github
  • localai
6 Reactions 3 Comments
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