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Enterprise-grade benchmark evaluating whether AI agents deliver verifiable business outcomes in real business systems — general domain, finance, supply chain, and manufacturing.

  • mfg
  • scm
  • erp
  • eval

AI-based pathology predicts origins for cancers of unknown primary - Nature

  • histology
  • pathology
  • wsi-images
  • histopathology

An auditable, reversible, evaluable local agent runtime that turns feedback into skills — and ships them only when evidence and tests say so.

TransformerCPI: Improving compound–protein interaction prediction by sequence-based deep learning with self-attention mechanism and label reversal experiments(BIOINFORMATICS 2020) https://doi.org/10.1093/bioinformatics/btaa524

  • self-attention
  • compound-protein-interaction
  • transformercpi
  • structure-free-virtual-sreening

Autonomous desktop intelligence with MCU Ultron persona, mood-aware workspace orchestration, cyber security sentry, and full PC control.

  • aegnts
  • ai
  • jarvis
  • jarvis-ai