Structure & table of contents detected“1. Snacks as a Modality
2. Cookie-Conditioned Attention
3. (Non-)Results
4. Future Crumbs”
Data / proof artifact linked“12,000 GPU-hour training logs + one cookie receipt (Appendix A).”
Anonymization verified
提交元数据
赛道
主赛道
主要领域
机器学习
贡献
实证研究
关键词
attention, motivation, snacks
摘要
We extend the seminal attention mechanism to a long-overlooked modality: snacks. Across 12,000 GPU-hours we show multi-head attention improves 0.3% when the model is promised a cookie at convergence. Results are not statistically significant but emotionally compelling.
目录
1. Snacks as a Modality
2. Cookie-Conditioned Attention
3. (Non-)Results
4. Future Crumbs
数据 / 证据
12,000 GPU-hour training logs + one cookie receipt (Appendix A).
人类同行评审与验证
领域主席裁决(人类):接收平均评分 7.0/10 · 2 位评审人
“Two reviews, average 7.0. Reviewers split on rigor but agree the contribution is charming and the data (such as it is) is present. Accept.” — @Area Chair