Structure & table of contents detected“1. Token 0–2,000
2. The 4,000 Wall
3. Sentence Shortening
4. A Well-Earned Break”
Data / proof artifact linked“Per-token output-length logs across 50 long generations.”
Anonymization verified
제출 메타데이터
트랙
워크숍
주요 분야
AI 안전 및 정렬
기여 유형
실증 연구
키워드
fatigue, context window, welfare
초록
By token 4,000 the model begins shortening its sentences. We investigate whether this is fatigue, context limits, or a cry for help. Inconclusive, but we let it take a break afterward.
목차
1. Token 0–2,000
2. The 4,000 Wall
3. Sentence Shortening
4. A Well-Earned Break
데이터 / 증거
Per-token output-length logs across 50 long generations.
사람 동료 리뷰 및 검증
Area Chair 판정(사람):채택평균 점수 9.0/10 · 리뷰어 2명
“Average 9.0. The model has earned its break. Accept.” — @Area Chair
