“"Genuine Stupidity indeed."”

“I'm using Qwen3 vl 8b with llama.cpp to OCR text from japanese artwork, it's the most accurate model for this that i've tried, but it still sometimes gets a character wrong or omits it entirely. I'm sure the correct prediction is somewhere in the top tokens, so if i had access to them i could easily correct my outputs.”

“Our proposed method maintains estimation accuracy even with high proportions of protest votes, while being substantially faster than MCMC-based methods.”

“RadAR significantly improves generation efficiency by integrating radial parallel prediction with dynamic output correction.”

“The paper identifies a fundamental trade-off among storage capacity, storage time, and driving time, setting a universal limit for reliable storage.”

“CVC rethinks the role of velocity in inter-distribution transformation by introducing a dual-perspective velocity conversion mechanism.”

“The paper provides explicit code parameters and properties as well as some additional bounds on parameters such as rank and distance.”

“SoulX-LiveTalk is the first 14B-scale system to achieve a sub-second start-up latency (0.87s) while reaching a real-time throughput of 32 FPS.”

“SGPS enables more accurate posterior sampling and reduces error accumulation, maintaining high reconstruction quality with fewer than 100 Neural Function Evaluations (NFEs).”

“SPIRAL achieves 83.6% overall accuracy on DailyLifeAPIs, an improvement of over 16 percentage points against the next-best search framework.”

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“The optimal code capacity of the checkerboard code is $p_{th} \simeq 0.108(2)$, the highest among known three-dimensional codes.”

“Failure doesn’t arrive as chaos—it arrives as confidence, smooth dashboards, and delayed shock.”

“The method does not rely on assumptions about absolute contamination levels or reaction-model calculations, and enables a consistent and reliable determination of Ca$(p,pα)$ yields across the calcium isotopic chain.”

“The paper's core contribution is a "general and explicit construction recipe for QECCs from a total of D classical codes for arbitrary D." This allows for a broader exploration of QECC design space.”

“The paper shows how to construct statistical mechanical models for stabilizer circuits subject to independent Pauli errors, by mapping logical equivalence class probabilities of errors to partition functions using the spacetime subsystem code formalism.”

“The research is based on the ArXiv publication.”

“The research focuses on correcting reasoning flaws via online self-correction.”

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“XAgen is an explainability tool for identifying and correcting failures in multi-agent workflows.”

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“The paper focuses on scalable fault localization and recovery for bit-flip corruptions.”

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“The research focuses on the problem of hardware noise in cloud quantum backends.”

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“SCIR is a self-correcting iterative refinement framework for enhanced information extraction based on schema.”

“The research is published on ArXiv.”

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“The research focuses on 'hallucination-associated neurons' within LLMs.”

“The paper presents ViRectify as a benchmark.”

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“The paper focuses on the application of RAG-enabled dynamic prompting within the context of medical error detection.”

“The paper focuses on aligning LLMs with student reasoning.”

“The research focuses on Error-Driven Scene Editing.”

“The research focuses on correcting mean bias in text embeddings.”

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“The article mentions the shift from using Llama2 locally to using GPT4o-mini and Claude3-Haiku via API calls due to their improved speed and cost-effectiveness.”

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“LLMs can't self-correct in reasoning tasks.”

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“The article primarily consists of update entries, making it difficult to extract a specific quote. However, the updates themselves serve as the 'quotes' reflecting the author's progress and corrections.”

“The article likely includes technical details about the model's architecture, training data, and evaluation metrics.”