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  1. Home
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  3. /metareflection/guardians
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repoGitHubTrust 82 · PrimaryPublished 1mo agoLive · 1mo ago

metareflection/guardians

an implementation of the ideas in Erik Meijer's "Guardians of the Agents: Formal Verification of AI Workflows" (Communications of the ACM, January 2026)

Lineage graph

Paper → model → repo connections mined from source citations (Tier-1 exact match).

Why these links exist

Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.

  • PossiblePossibly related (embedding) · 64%A field guide to AI agents in 2026 →
  • PossiblePossibly related (embedding) · 56%'We have maybe 20 months' to rebuild for AI agents, Meta's infrastructure VP tells VB Transform 2026 →
  • PossiblePossibly related (embedding) · 55%Meta used a ‘constellation of internal artificial intelligence systems’ to target workers in recent layoffs, lawsuit claims – keystroke monitoring data, AI token usage, and performance ratings allegedly decided employee fates - IT Pro →
  • PossiblePossibly related (embedding) · 55%LangChain Engineer Introduces Harbor for Complex AI Agent Evaluation - TechGig →
  • PossiblePossibly related (embedding) · 50%Meta is making its AI chatbot more like an assistant →
  • PossiblePossibly related (embedding) · 58%Serval’s super agent Catalyst creates roving background agents to identify and fix IT issues before they’re ticketed →
  • PossiblePossibly related (embedding) · 48%Who Bears Responsibility for AI in Arbitration? The EU AI Act and the Role of Arbitral Institutions - Aceris Law LLC →
  • PossiblePossibly related (embedding) · 46%Inside Meta’s Push to Put Robots to Work in Data Centers →

Related to

articleA field guide to AI agents in 2026

Covers

news'We have maybe 20 months' to rebuild for AI agents, Meta's infrastructure VP tells VB Transform 2026newsMeta used a ‘constellation of internal artificial intelligence systems’ to target workers in recent layoffs, lawsuit claims – keystroke monitoring data, AI token usage, and performance ratings allegedly decided employee fates - IT PronewsLangChain Engineer Introduces Harbor for Complex AI Agent Evaluation - TechGig

Covers (incoming)

newsMeta is making its AI chatbot more like an assistantnewsServal’s super agent Catalyst creates roving background agents to identify and fix IT issues before they’re ticketednewsWho Bears Responsibility for AI in Arbitration? The EU AI Act and the Role of Arbitral Institutions - Aceris Law LLCnewsInside Meta’s Push to Put Robots to Work in Data CentersnewsAI agents meant to replace Meta workers made “large-scale, disruptive actions”

Related across the graph

newsMeta is making its AI chatbot more like an assistantnewsLangChain Engineer Introduces Harbor for Complex AI Agent Evaluation - TechGignews'We have maybe 20 months' to rebuild for AI agents, Meta's infrastructure VP tells VB Transform 2026newsServal’s super agent Catalyst creates roving background agents to identify and fix IT issues before they’re ticketednewsWho Bears Responsibility for AI in Arbitration? The EU AI Act and the Role of Arbitral Institutions - Aceris Law LLCnewsAI agents meant to replace Meta workers made “large-scale, disruptive actions”newsMeta used a ‘constellation of internal artificial intelligence systems’ to target workers in recent layoffs, lawsuit claims – keystroke monitoring data, AI token usage, and performance ratings allegedly decided employee fates - IT ProarticleA field guide to AI agents in 2026newsInside Meta’s Push to Put Robots to Work in Data Centers
Knowledge path·NMeta is making its AI chatbot more like an assistant→NLangChain Engineer Introduces Harbor for Complex AI Agent Evaluation - TechGig→N'We have maybe 20 months' to rebuild for AI agents, Meta's infrastructure VP tells VB Transform 2026→Rmetareflection/guardians

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Graph trust82Primary
Graph score138