“ #BigTech companies are rapidly expanding their use of #guarantees to back debt for #AI #datacentres and #chips, issuing up to $300bn in commitments in less than a year while recording little of that exposure on their #balancesheets” adamtooze.substack.com/p/top-links-...

Chance-Constrained Inference for Hallucination Risk Control in Large Language Models

Sreenivasan M

Action editor: Yingbin Liang

https://openreview.net/forum?id=cJDhDC69m9

#guarantees #probabilistic #stochastically

On Almost Surely Safe Alignment of Large Language Models at Inference Time

Xiaotong Ji, Shyam Sundhar Ramesh, Matthieu Zimmer et al.

Action editor: Lingpeng Kong

https://openreview.net/forum?id=FlnokjaSEu

#inferenceguard #guarantees #penalize