we discover a clear scaling law: as the underlying foundation models improve, the quality of the generated papers increases correspondingly.
AI Scientist 存在「论文质量 Scaling Law」——底层模型越强，生成的论文质量越高。这个发现的含义令人不寒而栗：随着 GPT-5、Claude Opus 4.6、Gemini 3.1 等模型持续迭代，AI Scientist 生成的论文质量将自动提升，无需任何额外的工程投入。AI 加速科研，更强的 AI 又反过来加速 AI 自身的科研——这是第一个有实证数据支撑的正反馈循环证据。
Symptom: Ghosting lines overlaying typed text:
This is assuredly not a type slug cleaning issue and the secret is that the loops in the letters like "a", "e", "o", etc. are clear. The lines are caused by the paper not being held to the platen, so when the slug hits, you're getting ink from the other part of the slug transferring to the paper. The remedy is to tuck the paper underneath the paper bale and rollers.
If one still sees issues after this then check your manual to ensure that the ribbon is properly threaded followed by a check that the ribbon vibrator isn't bent too far away from the typing point and too close to the platen and causing the ribbon to rub against the paper.
Kama muta is a Sanskrit term meaning “moved by love.
for - deep listening - definition - Kama Muta - Deep Humanity - deep listening - paper - Harmonizing Hearts: High-Quality Listening and Kama Muta Among Listeners and Speakers
The quality of the cardshould correspond to the performances required of it. Cardsused for permanent registers or indexes should be of good strongquality, for temporary work a cheaper card can usually be employed.
Index card quality can be important for cards that are repeatedly used.
This admonition was more frequently attended to with respect to library card catalogs, but potentially less followed in personal use—Niklas Luhmann's self-cut paper slips which wore ragged over time come quickly to mind here.
Special Track 3. (n.d.). Data for Policy CIC. Retrieved 8 March 2021, from https://dataforpolicy.org/data-fof-policy-2021/special-track-3/