Strategic Self-Consistency
cs.LG, cs.AI, stat.ML
Submitted: 2026-09-24
Updated: 2026-09-24
Code: https://github.com/Human-Centric-Machine-Learning/strategic-self-consistency
Terminology
Sources
- Are You Getting What You Pay For? Auditing Model Substitution in LLM APIs
- Training Verifiers to Solve Math Word Problems
- More Test-Time Compute Can Hurt: Overestimation Bias in LLM Beam Search
- Competition and Diversity in Generative AI
- Thinking Without Words: Efficient Latent Reasoning with Abstract Chain-of-Thought
- Distribution-free changepoint localization after sequential change detection
- CoIn: Counting the Invisible Reasoning Tokens in Commercial Opaque LLM APIs
- Test-Time Compute Games
- BEACON: Bayesian Optimal Stopping for Efficient LLM Sampling
- Predictive Auditing of Hidden Tokens in LLM APIs via Reasoning Length Estimation
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