every figure.

16 figures drawn by scripts in the repository. 5 render from published data. The rest wait until their data is published. Language figures come first.

• language

  polingual-coverage

  Words per language in the Polingual starter set, and how many of the core concepts each language covers

  

  Data

  learning/app/polingual/subset.json, learning/app/polingual/vectors.bin

  Script

  tools/generations/polingual-coverage.py

  Last run

  2026-10-19

  Licence

  CC-BY-SA 3.0, from Wiktionary via Kaikki

• language

  polingual-similarity

  Mean meaning similarity between every pair of languages over the same core concepts

  

  Data

  learning/app/polingual/subset.json, learning/app/polingual/vectors.bin

  Script

  tools/generations/polingual-similarity.py

  Last run

  2026-10-19

  Licence

  CC-BY-SA 3.0, from Wiktionary via Kaikki

• language

  polingual-sound-meaning

  Sound against meaning: each language's words for the core concepts set beside the English word

  

  Data

  learning/app/polingual/subset.json, learning/app/polingual/vectors.bin

  Script

  tools/generations/polingual-sound-meaning.py

  Last run

  2026-10-19

  Licence

  CC-BY-SA 3.0, from Wiktionary via Kaikki

• language

  polingual-index-languages

  Words per language in the full Polingual index

  Data not published yet

  This figure reads data that is not in the repository: _intake/photons/index.sqlite.

  Data

  _intake/photons/index.sqlite

  Script

  tools/generations/polingual-index-languages.py

  Last run

  Not run from published data

  Licence

  CC-BY-SA 3.0, from Wiktionary via Kaikki

• research

  frontier-figure

  The solvability frontier: every problem placed by meaning, with the frontier circle

  Data not published yet

  This figure reads data that is not in the repository: output/solvability-frontier/report/frontier.json.

  Data

  output/solvability-frontier/report/frontier.json

  Script

  tools/generations/frontier-figure.py

  Last run

  Not run from published data

  Licence

  Not stated

• research

  problem-star

  Star chart of one problem and its nearest solved neighbours

  Data not published yet

  This figure reads data that is not in the repository: output/solvability-frontier/report/frontier.json.

  Data

  output/solvability-frontier/report/frontier.json, src/lib/research-os/solvability-neighbors-data.json

  Script

  tools/generations/problem-star.py

  Last run

  Not run from published data

  Licence

  Not stated

• research

  problem-slice

  The slice of the frontier around one problem

  Data not published yet

  This figure reads data that is not in the repository: output/solvability-frontier/report/frontier.json.

  Data

  output/solvability-frontier/report/frontier.json

  Script

  tools/generations/problem-slice.py

  Last run

  Not run from published data

  Licence

  Not stated

• research

  problem-polygon

  Polygon circle of one problem on the eight principal directions, standalone and as an inset, with its data

  Data not published yet

  This figure reads data that is not in the repository: output/solvability-frontier/report/frontier.json, local cache.

  Data

  output/solvability-frontier/report/frontier.json, local cache

  Script

  tools/generations/problem-polygon.py

  Last run

  Not run from published data

  Licence

  Not stated

• research

  problem-polygon-figure

  The polygon circle beside the whole corpus on the same directions, the paper figure

  Data not published yet

  This figure reads data that is not in the repository: output/solvability-frontier/report/frontier.json, local cache.

  Data

  output/solvability-frontier/report/frontier.json, local cache

  Script

  tools/generations/problem-polygon-figure.py

  Last run

  Not run from published data

  Licence

  Not stated

• research

  frontier-card

  The frontier card for one problem: the frontier, its polygon and the backtest

  Data not published yet

  This figure reads data that is not in the repository: output/solvability-frontier/report/frontier.json, output/solvability-frontier/report/backtest.json.

  Data

  output/solvability-frontier/report/frontier.json, output/solvability-frontier/report/backtest.json

  Script

  tools/generations/frontier-card.py

  Last run

  Not run from published data

  Licence

  Not stated

• research

  paper-frontier

  Paper figure: the frontier, from the solvability-frontier paper

  Data not published yet

  This figure reads data that is not in the repository: output/solvability-frontier/report/frontier.json.

  Data

  output/solvability-frontier/report/frontier.json, src/lib/research-os/solvability-frontier-report-data.json

  Script

  tools/generations/paper-figure.py

  Last run

  Not run from published data

  Licence

  Not stated

• research

  paper-classes

  Paper figure: problem classes, from the solvability-frontier paper

  Data not published yet

  This figure reads data that is not in the repository: output/solvability-frontier/report/predictions.json.

  Data

  output/solvability-frontier/report/predictions.json, src/lib/research-os/solvability-frontier-report-data.json

  Script

  tools/generations/paper-figure.py

  Last run

  Not run from published data

  Licence

  Not stated

• research

  paper-backtest

  Paper figure: the backtest, from the solvability-frontier paper

  Data not published yet

  This figure reads data that is not in the repository: output/solvability-frontier/report/backtest.json.

  Data

  output/solvability-frontier/report/backtest.json, src/lib/research-os/solvability-frontier-report-data.json

  Script

  tools/generations/paper-figure.py

  Last run

  Not run from published data

  Licence

  Not stated

• research

  atlas-plots

  The nine atlas plots: token circle, star charts, helix, sphere, network and matrices

  

  Shows 1 of 9 images. Run the script for the rest.

  Data

  tools/solvability-atlas/problems.tsv

  Script

  tools/generations/atlas-plots.py

  Last run

  2026-10-19

  Licence

  Not stated

• research

  record-glyph

  The record glyph of one problem with its stored neighbours, as on its record page

  

  Data

  src/lib/research-os/solvability-records-data.json

  Script

  tools/generations/record-glyph.ts with problem navier

  Last run

  2026-10-19

  Licence

  Not stated

• research

  prime-directions

  The prime-direction circle of a corpus, the 80k image on What's New

  Data not published yet

  This figure reads data that is not in the repository: _intake/80k-ea-longtermism/corpus.sqlite.

  Data

  tools/prime-directions/corpora.json, _intake/80k-ea-longtermism/corpus.sqlite

  Script

  tools/generations/prime-directions.py

  Last run

  Not run from published data

  Licence

  Not stated