GPT, But Backwards: Exactly Inverting Language Model Outputs

arXiv:2507.01693 · cs.LG, cs.AI · Submitted 2025-07-02 · Read on arXiv

cs.LG, cs.AI

Submitted: 2025-07-02

Updated: 2026-10-14

Comments: 8 pages, ICML 2025 Workshop on Reliable and Responsible Foundation Models

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Adam — 1× in this paper · explained in 2 episodes
• Sparse One-hot Discrete Adam — 1× in this paper

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