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  • All (21181) +146
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  • All (21181) +146
    • AI (3169) +10
    • DevOps (940) +5
    • Software (11185) +102
    • IT (5838) +28
    • Education (48)
  • Notice
  • All (21181) +146
  • AI (3169) +10
  • DevOps (940) +5
  • Software (11185) +102
  • IT (5838) +28
  • Education (48)
  • Notice
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  • 2 weeks ago · ai

    A non-decision protocol for human–AI systems with explicit stop conditions

    Overview I’m sharing a technical note proposing a non-decision protocol for human–AI systems. The core idea is simple: AI systems should not decide. They shoul...

    #AI safety #human-in-the-loop #explicit stop conditions #traceability #non-decision protocol
  • 3 weeks ago · ai

    The Role of Human-in-the-Loop (HITL) in Modern AI Annotation Workflows

    AI systems are getting faster and more capable, but they are still far from perfect—especially when data is messy, contextual, or high‑stakes. That’s where huma...

    #human-in-the-loop #HITL #data annotation #AI workflow #machine learning #model training #labeling #AI accuracy
  • 1 month ago · ai

    What is AI Agent Evaluation

    'What is AI Agent Evaluation

    #AI agent evaluation #LLM metrics #hallucination detection #human-in-the-loop #agent simulation #trustworthy AI #prompt versioning #evaluation frameworks
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