Aitchison
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Legal THC driving limit set for NSW a win for medicinal cannabis users
NSW government to introduce commonsense medicinal cannabis driving reforms Thu 4 Jun 2026 at 5:22am In short: Drivers who are prescribed medicinal cannabis and test positive for THC below the maximum threshold, will not face charges. Patients are required to register their prescription with Transport for NSW and complete a driver training course. The reform comes more than a year after the 2024 Drug Summit recommended a medical defence for drivers using prescribed cannabis.
Explaining a probabilistic prediction on the simplex with Shapley compositions
arXiv:2408.01382v3 Announce Type: replace Abstract: Originating in game theory, Shapley values are widely used for explaining a machine learning model's prediction by quantifying the contribution of each feature's value to the prediction. This requires a scalar prediction as in binary classification, whereas a multiclass probabilistic prediction is a discrete probability distribution, living on a multidimensional simplex. In such a multiclass setting the Shapley values are typically computed...
Fairness and Strategy-Proofness in Automated Market Makers
Announce Type: new Abstract: No deployed automated market maker lets its liquidity providers vote on the trading function. We show this is structural, not an oversight. On the weighted-product family with $n \geq 3$ assets, no aggregation rule is at once fair and strategy-proof.