“Assuming the article argues that AI 'slop' originates from human input: "The garbage in, garbage out principle applies directly to AI training."”

“Article URL: https://github.com/firasd/vibesbench/blob/main/docs/ai-sycophancy-panic.md”

“超级政治行动委员会——让美国再次伟大公司（Make America Great Again Inc）——报告称，在 7 月 1 日至 12 月 22 日期间筹集了约 1.02 亿美元。”

“ChatGPT is very good at analyzing what you say and helping you think like a co-brain. ... It's helped me figure out a few things about myself and form structured thoughts about quite a bit of topics. It's quite useful tbh.”

“submitted by /u/soldierofcinema”

“Is this proof that the platform is biased? Hopefully not cause I use chatgpt for a lot of things”

“I can never stop creating these :)”

“The paper develops an approximate Stein's Unbiased Risk Estimator (SURE) for the average mean squared error and establishes asymptotic optimality and regret bounds for a class of machine learning-assisted linear shrinkage estimators.”

“The article itself doesn't contain any direct quotes, as it's a report of a report. The original source (if any) would contain the quotes.”

“At linear order, this framework predicts time- and scale-dependent bias parameters in a self-consistent manner, encompassing peak bias as a special case while clarifying how velocity bias and higher-derivative effects arise.”

“Generative AI usage is becoming commonplace, but quality and context are key challenges.”

“The paper's key finding is the development of a semiparametric framework for debiased inverse reinforcement learning that yields statistically efficient inference for a broad class of reward-dependent functionals.”

“The proposed approach estimates study-specific sampling weights using auxiliary information and calibrates the estimating equations to obtain the full set of model parameters.”

“The paper introduces a quasi-maximum likelihood estimation (QMLE) framework, yielding consistent Wald and likelihood ratio test statistics.”

“The hybrid CNN-LSTM achieves the highest accuracy and stability while maintaining low computational cost across the investigated DM range.”

“The paper provides the first provable poly-time unbiased estimators for counting traces, a problem of considerable importance when allocating model checking resources.”

“Prompt injection induces substantial changes in review scores and accept/reject decisions for English, Japanese, and Chinese injections, while Arabic injections produce little to no effect.”

“DIR not only effectively mitigates target inductive biases but also enhances RLHF performance across diverse benchmarks, yielding better generalization abilities.”

“The accuracy rate, F1 score, recall rate and AUC of PFed-Signal are 0.887, 0.890, 0.913 and 0.957 respectively, which are higher than the baselines.”

“”

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

“The BRKGA can efficiently explore the problem solution space, providing high-quality approximate solutions within low computational times.”

“No direct quote available from the source material.”

“They say they're going to do something that rhymes with "grieve."”

“The paper proposes two novel frameworks that enable biased compression without client-side state or control variates.”

“"Intellectual neutrality" and "financial self-sufficiency" are troubling both sides.”

“All told, AI startups raised around $100 billion in the first half of 2025 alone, roughly matching 2024’s full-year total.”

“Using estimator configurations resulting in unbiased gradients leads to better performance on in-domain as well as out-of-domain tasks.”

“N/A”

“The analysis centers on 'first-passage times,' a core concept in the study of random walks.”

“The paper focuses on debiasing importance and promoting structural diversity in the token selection process.”

“PIPCFR: Pseudo-outcome Imputation with Post-treatment Variables for Individual Treatment Effect Estimation”

“The paper focuses on fixed effects estimators with three-dimensional panel and network data.”

“While models are currently shattering records on technical exams, they often fail the most important test of all: the human experience.”

“The paper is sourced from ArXiv.”

“The article discusses the use of Neuro-Symbolic Generalization and Unbiased Adaptive Routing within medical AI.”

“Further analysis would be needed to provide a specific quote from the article. However, the core focus is on the impact of AI on survey data.”

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“The research focuses on the bias of the Gini estimator in Poisson and geometric cases, also characterizing the gamma family and unbiasedness under gamma distributions.”

“The paper likely focuses on mitigating potential harms associated with text-to-image generation, such as generating harmful or biased content.”

“Are we seeing the beginning of a similar shift? Is the purity of the “reasoning engine” being diluted by the necessity of commerce?”

“The research focuses on unbiased data collection for recommender systems.”

“IEEE is the only international organization that offers the programs.”

“The article's focus is on mitigating memorization.”

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“The context indicates an investigation into potential systematic biases within generative AI text annotations.”

“The study investigates fairness requirements in AI-enabled software engineering.”

“This section would contain a direct quote from the article, likely highlighting a specific example of a model's misrepresentation or a key argument made by the authors. Without the article content, a placeholder is used.”

“Big Tech-funded AI papers have higher citation impact, greater insularity, and larger recency bias.”