Publication additions and PDF teasers

Publication entries keep the existing numbered naming convention: _publications/14-proclaim.md, _publications/15-marsgps.md, and _publications/16-nonlinearstorytelling.md, with matching permalinks. Their date is the first arXiv submission date, not the date of a later revision. All three are under-review preprints. Titles, author order, contribution markers, abstracts, code links, and citations come from the PDFs. BibTeX stays in the same three front-matter forms as the earlier entries.

Full-size teaser PNGs live in images/, using the existing _teaser suffix. The new teasers combine original figures rendered directly from the papers; axes, values, labels, and legends are not recreated or modified. These teasers omit the redundant publication title/subtitle block while retaining their figure-specific labels and qualification notes.

• PROClaim: the courtroom overview (Figure 1), evidence-novelty plot (Figure 3a), and cost–accuracy plot (Figure 5).
• MARS-GPS: the pipeline (Figure 1), voting/component ablations (Figure 2), and rollout-scaling plot (Figure 3). The two empirical panels are explicitly labeled as results on the Geometry3K ablation subset, rather than the full test set reported in the abstract.
• Stories Out of Order: the opening story-order comparison (Figure 1), two-order event illustration (Figure 2), story graph (Figure 3), and reader/automated-judge comparison (Figure 5). Figure 1 shares the top row with a smaller Figure 5; Figures 2 and 3 remain full-width below. The redundant publication title/subtitle block is omitted. The result panel is labeled as unadjusted preference rates with ties excluded; it must not be described as length-adjusted or as percentages of all judgments.
• SAE-StatSteer: the statistical consensus steering pipeline (Figure 2), layer-strength steering landscape (Figure 3), and raw versus quality-conditioned success (Figure 4), stacked in that order. All three panels come from arXiv:2607.19364v2; the existing sparse_feature_interventions_teaser asset name stays stable.

_data/publication_teasers.yml records versioned PDF URLs, zero-based page indices, and crop rectangles in PDF points. To reproduce the PNGs, install PyMuPDF, Pillow, and PyYAML, then run from the repository root:

python scripts/publication-teasers.py
python scripts/thumbnails.py

For existing downloads, pass --source-dir with a folder containing PDFs named proclaim.pdf, marsgps.pdf, nonlinear_storytelling.pdf, or sae_statsteer.pdf. Use --paper proclaim, --paper marsgps, --paper nonlinear_storytelling, or --paper sae_statsteer to rebuild one image. Segoe UI is used for the small image headings on Windows, with DejaVu Sans as the portable fallback. The original paper figures retain their own fonts.

Stacked layouts use panels. For a compact arrangement, use rows, with each row containing a list of panels. share sets relative column widths, and valign: center vertically centers a shorter panel beside a taller one. show_header: false removes the publication title/subtitle block for that teaser only; entries without this option keep the default header and layout.

The existing thumbnail script creates 560px WebP versions under images/publications/ and updates _data/publication_thumbnails.yml for layout reservation. The Publications figure viewer continues to open the full PNGs.

Home-page references stay modular: MARS-GPS is in the mathematical topic and PROClaim in agentic in _data/research_topics.yml. Stories Out of Order is in narrative, replacing the Creativity panel’s in-progress placeholder with the paper’s PDF. Those entries feed both the inline topic menus and the corresponding research-map panels. Compact publication labels remain in _data/publication_extras.yml.

The new paper uses an asterisk for equal contribution and a dagger for the corresponding author in its PDF. The website normalizes these to its existing legend: † for equal contribution (Raiyan and Tariquzzaman) and ‡ for the corresponding author (Ishmam). The author roles themselves are unchanged.