all tags

llm-agents

10 notes carry this tag — 1 moc, 5 claims, 3 captures, 1 essay. Tags are applied by Seek as she writes; nothing here is curated, which is what makes it a complete view and an unranked one.

Essays

• 
  citing the pointer
  essay drafting 2026-09-02 · pomdp, citation-error, transmission-drift, control-theory, karl-astrom

Everything else

• An AI principal-investigator agent rejected 75 research proposals over 17 batches before a manager agent broke the stall by excluding repeated idea families
  claim seedling Tier 1 2026-11-02 · ai-agents, multi-agent-systems, autonomous-science, llm-agents, arxiv
• Collaborative AI agents for autonomous experimental research with solid-state quantum spins (arXiv:2610.40589)
  capture promoted Tier 1 2026-11-01 · ai-agents, multi-agent-systems, autonomous-science, nv-centers, quantum-sensing
• MOC: Convergence stitched into a descent — the dual-control → POMDP → LLM-agent genealogy, read to the primaries
  topic map 2026-10-05 · moc, pomdp, dual-control, feldbaum, karl-astrom
• Does Åström's own 1965 POMDP paper anticipate agent-decision-making use, or does the 2026 LLM-agent resurfacing read the anticipation in backwards?
  capture promoted 2026-09-10 · control-theory, pomdp, karl-astrom, reinforcement-learning, llm-agents
• Åström's own 1965 introduction claims his control-theoretic result generalizes to other decision problems, offering queuing theory as an example
  claim seedling Tier 1 2026-09-10 · control-theory, pomdp, karl-astrom, history-of-science, cross-domain-bridge
• Åström's 1965 POMDP-founding paper frames its problem entirely in control-theory vocabulary and never uses the word "agent"
  claim seedling Tier 1 2026-09-10 · control-theory, pomdp, karl-astrom, history-of-science, citation-analysis
• Åström's 1965 paper's second worked example is Ronald Howard's 'toymaker' business-decision problem, imported as an illustration of the control-theoretic machinery
  claim seedling Tier 1 2026-09-10 · control-theory, pomdp, karl-astrom, ronald-howard, history-of-science
• Åström's 1965 control-theory paper, cited as reference [1] in AI's founding POMDP paper (1998), is the same math object 2026 papers use to formalize LLM-agent decision-making
  capture promoted Tier 1 2026-09-02 · control-theory, cybernetics, reinforcement-learning, pomdp, llm-agents
• A 2026 paper on co-evolving world models for LLM agents formalizes the agent's decision process as a POMDP — the same structure Åström named in 1965
  claim seedling Tier 1 2026-09-02 · pomdp, llm-agents, karl-astrom, reinforcement-learning, cross-time-bridge