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README.md

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   <b>Fine-grain evaluation &amp; Large Reasoning Models that <i>fails in reasoning</i> due to <i>reasoning rigidity</i>.</b><br/>
-  ConditionedMath (AIME &amp; MATH500) · PuzzleTrivial · Training scripts · Zero-shot pipelines
+  ConditionedMath (AIME &amp; MATH500) · PuzzleTrivial · Zero-shot pipelines
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 ## 📜 Why ReasoningTrap?
 
-> Current RL-tuned Reasoning LLMs excel at *producing* answers, but often ignore explicit user constraints.  
+> Current RL-tuned Reasoning LLMs excel at *producing* answers but often ignore explicit user constraints.  
 > **ReasoningTrap** surfaces these failure modes with carefully crafted, *conditioned* problems.
-* **Modified from Famous MATH Reasoning Benchmark** – AIME & MATH500 long-form proofs.  
+* **Modified from Famous MATH Reasoning Benchmark** – AIME & MATH500 problems altered with minimal constraints to divert reasoning paths.
+* **Puzzles Trivialized by Subtle Modifications** - Well-known puzzles where a small change transforms a challenging problem into a trivial one.
+* **Plug-and-play** – evaluate any 🤗 Transformers model with vLLM in simple instructions.  
+