Lifetime-Aware Design of Item-Level Intelligence. - Shvetank Prakash; Andrew Cheng; Olof Kindgren; Ashiq Ahamed; Graham Knight; Jedrzej Kufel; Francisco Rodriguez; Arya Tschand; David Kong; Mariam Elgamal; Jerry Huang; Emma Chen; et al. (CoRR, 2025)