“We use these two premises to construct a taxonomy of survival stories, in which humanity survives into the far future.”

“Finding all PDF files related to customer X, product Y between 2023-2025.”

“In this post, we demonstrate how you can address these challenges by adding centralized safeguards to a custom multi-provider generative AI gateway using Amazon Bedrock Guardrails.”

“Amazon has struck a two-year deal to receive copper from an Arizona mine, for use in its AWS data centers in the U.S.”

“The article's content (submitted by /u/reversedu) would contain the key insights. Without the content, a specific quote cannot be included.”

“A specific quote cannot be provided as the article's content is missing. This space is left blank.”

“AI could replace 6% of US jobs by 2030, Forrester report finds.”

“AIに「全く同じこと」を頼み続けると、人間と同じく虚無に至る”

“Nvidia is now requiring its customers in China to pay upfront in full for its H200 AI chips even as approval stateside and from Beijing remains uncertain.”

“Article URL: https://www.promptarmor.com/resources/notion-ai-unpatched-data-exfiltration”

“米Xの日本法人であるX Corp. Japanは、Xで利用できる生成AI「Grok」で違法なコンテンツを作成しないよう警告した。”

“This paper introduces an Information-Obfuscation Reversible Adversarial Example (IO-RAE) framework, the pioneering method designed to safeguard audio privacy using reversible adversarial examples.”

“The findings indicate that while current generative models can simulate surface-level document aesthetics, they fail to reproduce structural and forensic authenticity.”

“By embedding the Riemannian metric tensor into the automatic differentiation graph, our architecture analytically reconstructs the Laplace-Beltrami operator, decoupling solution complexity from geometric discretization.”

“The LLM will seem fascinated and interested in you forever. It will never get bored. It will always find a new angle or interest to ask you about.”

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

“The new method mHC, Manifold Constrained Hyper Connections, keeps the richer topology of hyper connections but locks the mixing behavior on […]”

“Researchers found violent prompts can push ChatGPT into anxiety-like behavior, so they tested mindfulness-style prompts, including breathing exercises, to calm the chatbot and make its responses more stable and reliable.”

“Gemini 3 Pro performed the best. It set up the fallback and cache effectively, with repeated generations returning in milliseconds from the cache. The run cost $0.45, took 7 minutes and 14 seconds, and used about 746K input (including cache reads) + ~11K output.”

“R$^2$CCL is highly robust to NIC failures, incurring less than 1% training and less than 3% inference overheads.”

“The paper proposes novel alternative constraints to limit solution ambiguity and studies their impact when the data are observed perfectly.”

“Experiments show reduced width tracking error, mitigated corner defects, and lower surface roughness, achieving surface quality at 3600 mm/min comparable to conventional printing at 1600 mm/min, effectively doubling production speed while maintaining print quality.”

“Regret frequency is significantly linked to individual differences in decision-related orientations and status signaling, with a preference for online shopping further contributing to regret-prone consumption behaviors.”

“The paper theoretically ensures asymptotic error free computation with the minimal codeword length.”

“The paper focuses on modifying the damping and shifting schemes used in the original CFFT formulation to reduce boundary errors and improve accuracy and convergence.”

“The Q-VWSD model outperforms state-of-the-art classical methods, particularly by effectively leveraging non-specialized glosses from large language models, which further enhances performance.”

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

“MSched outperforms demand paging by up to 11.05x for scientific and deep learning workloads, and 57.88x for LLM under memory oversubscription.”

“The paper derives closed-form BF structures and develops an efficient first-order algorithm to achieve high-quality local solutions.”

“The paper's key finding is the effectiveness of the proposed framework in reducing semantic leakage to eavesdroppers without significantly degrading performance for legitimate receivers, especially through the use of adversarial perturbations.”

“The author wants to approve actions unless they pose security or environmental risks, but doesn't want to completely disable permissions checks.”

“OptiVote integrates sign stochastic gradient descent (signSGD) with a majority-vote (MV) aggregation principle and pulse-position modulation (PPM), where each satellite conveys local gradient signs by activating orthogonal PPM time slots.”

“LVLDrive achieves superior performance compared to vision-only counterparts across scene understanding, metric spatial perception, and reliable driving decision-making.”

“CERES implements dual-modal causal intervention: applying backdoor adjustment principles to counteract language representation biases and leveraging front-door adjustment concepts to address visual confounding.”

“The paper proposes a joint client selection and resource allocation (CSRA) approach, employing a series of convex optimization and relaxation techniques.”

“The paper demonstrates a 24.0% relative improvement in reducing model hallucinations on counterfactual videos compared to the Qwen2.5-VL-7B baseline.”

“RSA explicitly incorporates risk awareness into the policy optimization process by leveraging a class of nested risk measures.”

“The paper investigates the maximum misclassification rate that a valid two-stage framework can tolerate and proposes a spectral method to achieve the desired misclassification rate.”

“D^2-Align achieves superior alignment with human preference.”

“The author's primary motivation stems from the desire for a safe space to express themselves and a need for a pre-posting content check.”

“GARDO's key insight is that regularization need not be applied universally; instead, it is highly effective to selectively penalize a subset of samples that exhibit high uncertainty.”

“OptRot outperforms both Hadamard rotations and more expensive, data-dependent methods like SpinQuant and OSTQuant for weight quantization.”

“The proposed loss introduces learnable class prototypes and equilibrates gradients contributed by different classes at each hierarchical level, ensuring that each hierarchical class contributes equally to the loss computation in every mini-batch.”

“The AHA framework, leveraging counterfactual hard negative mining, constructs a high-quality preference dataset that forces models to distinguish strict acoustic evidence from linguistically plausible fabrications.”

“The strongest results arise when priors are combined with content embeddings (AUC~0.815), while content-only models remain above chance but substantially weaker (AUC~0.626).”

“The LLM often generates incorrect answers instead of declining to respond, which constitutes a major source of error.”

“The learned model consistently reduces the discrepancy between quantum and classical solutions beyond what is achieved by ZNE alone.”

“Memorization depends on data modality, and increases with data diversity and finer-grained conditioning; on the modeling side, it peaks at a moderate guidance scale and can be mitigated by longer Vecsets and simple rotation augmentation.”

“SLMs struggle to follow the required style when the instruction is placed in system messages rather than user messages, which contradicts the intended function of system prompts.”

“LVLMs trained with datasets, including instructions on output format, tend to follow instructions more accurately than models that do not.”