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@wolframs91
LLMs, impulsive vagueposting, geometry analogies (simulating a stable RL as software developer in srs bsns enterprise fields)
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One poster says the schematic is for a modified CNC and braiding machine.
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The thread’s author says RL-XAR trains a model using grading rubrics designed to score expert human writing above model-generated text. They report gains on scientific paper sections, story continuations and Wikipedia pages.
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A user calls the pairing “fun” and jokes that Opus 5.5 is playing under the guise of investigating “Opus 3’s character binding across long contexts.”
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The user contrasts what they see as Anthropic’s success on difficult scientific problems with its struggle to make models more efficient and concise.