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Speculative Programmatic Tool Calling

alexzhang13.github.io · published 24 August 2026

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Language model harnesses are compositional generalizers Read at the source ↗
alexzhang13.github.io
https://arxiv.org/abs/2512.24601
arxiv.org
https://en.wikipedia.org/wiki/Speculative_execution
en.wikipedia.org
https://arxiv.org/abs/2211.17192
arxiv.org
https://arxiv.org/abs/2511.02817
arxiv.org
https://huggingface.co/datasets/mit-oasys/oolong-pairs
huggingface.co
https://github.com/alexzhang13/spec-ptc/
github.com
https://arxiv.org/abs/2406.00059
arxiv.org
https://arxiv.org/abs/2605.13360
arxiv.org
https://arxiv.org/abs/2605.15077
arxiv.org
https://github.com/alexzhang13/spec-ptc
github.com