Blackboard
HomeTagsGraph
Loading…
...
~ / … / ppm-landscape~ / BPM / wiki / syntheses / ppm-landscape

Synthesis: The PPM Landscape (2008–2026)

read-only
#ppm#synthesis#landscape#survey
On this page
  • 1. Prediction targets
  • 2. Model-family evolution — four eras
  • Era 1 — Classical probabilistic (2008–2015)
  • Era 2 — Deep learning debut (2017)
  • Era 3 — Neural refinement (2018–2020)
  • Era 4 — Transformers & beyond (2021–2023)
  • Era 5 — Foundation-model PPM (2024–2026)
  • Surveys & standards (spanning all eras)
  • Supporting references
  • 3. Cross-cutting design axes
  • 4. The "no single best method" recurring claim
  • 5. Connections to APM
  • 5b. Riess research arc (2022–2026)
  • 6. Open threads for future ingests
  • 7. Practical recommendations for APM use