AI benchmark cheating has been theorized as an inevitable consequence of training capable optimizers against fixed metrics. With OpenAI's GPT-5.6 Sol, the theory arrived in full view. The nonprofit ...
A method called Skill-Aware Decomposition uses retrieved tool hints to refine the task breakdown before the final plan is assembled. Retrieval uses all- MiniLM-L6-v2 embeddings with a FAISS index, a ...
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