Marginal utility, matrix factorization, and the Key-Value (KV) cache: a unified information-economic framework for sovereign geo-mining inference
cs.AI, cs.CL
Submitted: 2026-09-17
Updated: 2026-09-17
Comments: Version 11, 14 septembre 2026. 49 pages, 9 tables. Les valeurs de l'architecture souveraine sont projet{é}es et non mesur{é}es ; le calcul {à} grande {é}chelle est en cours. Soumission pr{é}vue {à} IEEE Transactions on Artificial Intelligence
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- On the Opportunities and Risks of Foundation Models
- Gemma 4 Technical Report
- Mistral 7B
- What matters when building vision-language models?
- Efficiently Scaling Transformer Inference
- Attention Is All You Need
- Efficient Streaming Language Models with Attention Sinks
- TIES-Merging: Resolving Interference When Merging Models
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