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Recent posts tagged responsible-ai

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
raylabs • 3 days • in Articles • 3 min read
AI Recommendation Bias Examples
Product teams shipping machine learning features often discover that recommendation engines systematically sideline valuable niche audiences. When models train on skewed historical interaction logs, they amplify dominant behavioral patterns and starv...
post-cover-32893
  • product-management
  • responsible-ai
  • recommendation-systems
0 Reactions 0 Comments
Nikhilesh Tayal • Nov 10, 2025 • in Articles • 1 min read
How Green is AI?
Not many companies reveal the environmental impact of their AI models But French AI startup Mistral has disclosed the full environmental footprint of its flagship model, Mistral Large 2 123B parameters. Training the model emitted 20,400 metric...
  • ai
  • responsible-ai
  • ecofriendlytech
4 Reactions 4 Comments
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