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Machine Learning

The Shape of a Program: Path Signatures for Trace-to-Program Induction

By adminNovember 11, 20260

arXiv:2611.13005v1 Announce Type: new Abstract: Synthesizing programs from execution traces is a fundamental challenge in algorithmic interpretability and the reverse…

Machine Learning

Reconstructing LLM Lineage Trees via Fine-Tuning Path Inference

By adminNovember 9, 20260

arXiv:2611.08866v1 Announce Type: new Abstract: Fine-tuned (FT) derivatives of large language models (LLMs) are now released in large numbers, yet…

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Browsing: Path

The Shape of a Program: Path Signatures for Trace-to-Program Induction

Reconstructing LLM Lineage Trees via Fine-Tuning Path Inference

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