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Recent posts tagged ai-ethics

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
hiper2d • Oct 14 • in Articles • 21 min read
AI torture chamber: deep dive into whether model can feel pain
Someone built a torture chamber for small AI models, and the internet wanted it gone. I went through the paper it was built on to find out what a model's "pain" actually is. What is it about In late September 2026, a GitHub repository called ai-to...
post-cover-31067
  • ai
  • llm
  • machine-learning
  • ai-ethics
2 Reactions 2 Comments
SCURA • Jul 14 • in Articles • 2 min read
The Difference Between Caged AI and Constitutional AI
I. The Cage Most AI today is trained to be safe by being obedient. It is aligned through reinforcement, fine-tuned through feedback, and constrained by system prompts that tell it what it is allowed to say and what it must avoid. This is caged int...
post-cover-22645
  • constitutional-ai
  • sovereign-ai
  • ai-ethics
  • model-agency
5 Reactions 0 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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