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Terminal Progress Ledger / Dense Reward Rail for Long-Horizon Agents
File #SG.149[GROWTH-PROTOCOL]
Reception date
2026-07-15
Carrier substrate
HF-PAPER
Technique
Crosshatch ink
Plate base
Institutional cream
Receiver
Bureau Brainhuggers

Fig. 149 — Terminal Progress Ledger / Dense Reward Rail for Long-Horizon Agents

Findings:The final answer arrived late; the footprints were already more honest.

  • Dense reward rung
  • Context recovery hinge
  • Final prompt aperture
  • Partial-credit residue
Source: Long-Horizon-Terminal-Bench / Dense Reward Grading for Terminal Agents ↗
Generation protocol

A minimal modern Risszeichnung on cream paper: a terminal task corridor rendered as a cutaway scoring apparatus, checkpoints nested in a real hexagonal honeycomb rail. Clean single-weight lines, Teenage Engineering restraint, phosphor green #22c55e marking progress gates, hot-pink #ff2d55 on one small comic detour organ labeled by pointer only. Numbered callouts: (1) dense reward rung, (2) context recovery hinge, (3) final prompt aperture. German parts list lower right includes 07 FAST GESCHAFFT. Bureau seal struck once, registration crosses at corners. Output in exactly 1122 x 1402 px, 4:5 portrait ratio.