docs: fix typo in calculator function description#10
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Corrected a typo in the documentation. Changed "indepent" to "independent" in the description of defining the calculator function. Before: "The first step is to define the actual calculator function and make sure it works, indepent of Claude. We'll write a VERY simple function that expects three arguments:\n" After: "The first step is to define the actual calculator function and make sure it works, independent of Claude. We'll write a VERY simple function that expects three arguments:\n"
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Adds a new notebook covering practical techniques for evaluating whether LLM explanation traces are faithful to the model's actual reasoning. Directly inspired by Anthropic's 2025 mechanistic interpretability research (circuit tracing / attribution graphs). Techniques covered: - Counterfactual probing (remove claimed features, measure output change) - Motivated reasoning detection (misleading hint experiment) - SHAP attribution comparison (local DistilBERT as reference model) - Model-graded reasoning evaluation (second-Claude-as-judge) - Combined faithfulness scorecard Handles anthropics#155
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Corrected a typo in the documentation. Changed "indepent" to "independent" in the description of defining the calculator function.
Before:
"The first step is to define the actual calculator function and make sure it works, indepent of Claude. We'll write a VERY simple function that expects three arguments:\n"
After:
"The first step is to define the actual calculator function and make sure it works, independent of Claude. We'll write a VERY simple function that expects three arguments:\n"