Independently curated by Adam Slucki

The AI Knowledge Frontier

An evolving map of the capabilities, limitations and open problems of artificial intelligence, charted through the areas I follow most closely.

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Coverage follows my personal interests, so it is not a complete picture of the field. Entries are provisional, scoped to the evidence cited, and not an official scientific consensus. Methodology

Profile

Adam Slucki – Profile

Head of AI · agentic systems, LLMs and computer vision

I lead an AI team and build machine learning systems end to end, from computer vision on industrial hardware to agentic applications built on large language and multimodal foundation models.

Focus areas

  • Agentic AI systems
  • LLM applications and RAG
  • Multimodal foundation models
  • Computer vision
  • ML system architecture
  • Technical leadership
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