inception serves 1 model.
Timothée Chauvin, Erwan Le Merrer, François Taïani, Gilles Tredan (2026), "Log Probability Tracking of LLM APIs". ICLR 2026. https://arxiv.org/abs/2512.03816
Timothée Chauvin, Clément Lalanne, Erwan Le Merrer, Jean-Michel Loubes, François Taïani, Gilles Tredan (2026), "Token-Efficient Change Detection in LLM APIs". ICML 2026. https://arxiv.org/abs/2602.11083
@inproceedings{ chauvin2026log, title={Log Probability Tracking of {LLM} {API}s}, author={Timothee Chauvin and Erwan Le Merrer and Francois Taiani and Gilles Tredan}, booktitle={The Fourteenth International Conference on Learning Representations}, year={2026}, url={https://openreview.net/forum?id=hFxivbAgVP} } @inproceedings{ chauvin2026tokenefficient, title={Token-Efficient Change Detection in {LLM} {API}s}, author={Timothee Chauvin and Cl{\'e}ment Lalanne and Erwan Le Merrer and Jean-Michel Loubes and Francois Taiani and Gilles Tredan}, booktitle={Forty-third International Conference on Machine Learning}, year={2026}, url={https://openreview.net/forum?id=7cMlZZYZT0} }