NOTICE

first-principles-thinking
Copyright 2026 B143KC47

This product includes software developed by B143KC47
(https://github.com/B143KC47).

Licensed under the Apache License, Version 2.0 (the "License"); you may not
use this product except in compliance with the License. A copy of the License
is available in the LICENSE file distributed with this product and at:

    http://www.apache.org/licenses/LICENSE-2.0

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Third-party benchmark sources
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The evaluation tasks in benchmarks/tasks.json are adapted from publicly
available engineering-reasoning benchmarks. See benchmarks/BENCHMARK_SOURCES.md
for the individual attributions, sources, and licenses of those tasks. Each
task in this repository has been re-authored and re-scoped; no verbatim task
text is redistributed.

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Model provider
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Experimental runs in benchmarks/results/ were produced by calling the
DeepSeek API (https://platform.deepseek.com/). DeepSeek model outputs are
owned by the respective provider per its terms of service and are included
here solely as evaluation artefacts.