“Softmax takes the raw, unbounded scores produced by a neural network and transforms them into a well-defined probability distribution...”

“Gemini for TV is getting Nano Banana—an early attempt to answer the question "Will people watch AI stuff on TV"?”

“Gemini 3 Pro is consistently breaking after long conversations. Anyone else?”

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

“AI shopping agents promise convenience but risk opacity and coordination stampedes”

“Assuming the article's premise is correct: "The rapid expansion of AI capabilities is being fueled by unprecedented levels of debt, creating a precarious financial situation."”

“DeepSeek solved the instability by constraining the learnable matrices to be "Double Stochastic" (all elements ≧ 0, rows/cols sum to 1). Mathematically, this forces the operation to act as a weighted average (convex combination). It guarantees that signals are never amplified beyond control, regardless of network depth.”

“DeepSeek solved the instability by constraining the learnable matrices to be "Double Stochastic" (all elements ≧ 0, rows/cols sum to 1).”

“mHC restores the identity mapping property while incorporating rigorous infrastructure optimization to ensure efficiency.”

“The paper demonstrates a proof-of-concept generative surrogate for reconstructing coherent turbulent dynamics between sparse snapshots.”

“The study substitutes thermal diffusion with mass diffusion and extends the usual scheme of mass diffusion to comprehend also the anomalous phenomena of superdiffusion or subdiffusion.”

“The paper reveals two types of phase transitions consistent with physical observations and proves the uniqueness of energy minimizers in specific degrees.”

“CREST improves accuracy by up to 17.5% while reducing token usage by 37.6%, offering a simple and effective pathway to faster, more reliable LLM reasoning.”

“The paper introduces a polarization differential loss (PDL) mechanism directly into the cladding architecture.”

“The paper shows that the instability is resolved by the formation of a static scalar cloud supported by Schwinger pair production.”

“DGC achieves background-tissue separation (mean IoU 0.925) and demonstrates unsupervised disease detection through navigable semantic granularity.”

“Turbulence increases lift and drag by approximately a factor two.”

“HyperGRL delivers superior representation quality and generalization across diverse graph structures, achieving average improvements of 1.49%, 0.86%, and 0.74% over the strongest existing methods, respectively.”

“The paper demonstrates that a magnetic field can reorganize the hierarchy of superconducting instabilities, yielding a characteristic reentrant instability curve.”

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“The paper introduces stationary-reweighted soft FQI, which reweights each regression update using the stationary distribution of the current policy. It proves local linear convergence under function approximation with geometrically damped weight-estimation errors.”

“The paper finds a nearly-flat nondegenerate unstable branch associated with inplane rotations of the IrO₆ octahedra and that phases with rotations in every IrO₆ layer are lower in energy.”

“Biaxial strain acts as a tuning parameter for Fermi surface topology and magnetic correlations.”

“The paper proposes improvements to MCMC algorithms and compares post-processing methods to stabilize the results of Bayesian profile regression mixture models.”

“DSC models the weight update as a residual trajectory within a Star-Shaped Domain, employing a Magnitude-Gated Simplex Interpolation to ensure continuity at the identity.”

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“The authors propose constraining the RL objective to a dynamically-pruned ``safe'' vocabulary that excludes the extreme tail.”

“Doesn't this break the circle of money there is? Does it create a race between Openai trying to make money (not to fall in even more huge debt) and bubble that is wanting to burst?”

“(From the title) Is he larping AI psychosis at this point?”

“GPS replaces unstable extrapolation with a principled, manifold-constrained interpolation, ensuring the sampling path remains on the data manifold.”

“The paper proposes a unified pipeline for automated and scalable synthesis of simulated environments associated with high-difficulty but easily verifiable tasks; and an environment level RL algorithm that not only effectively mitigates user instability but also performs advantage estimation at the environment level, thereby improving training efficiency and stability.”

“The skill of our distilled models scales with increasing synthetic training data, even when that data is orders of magnitude larger than ERA5. This represents the first demonstration that AI-generated synthetic training data can be used to scale long-range forecast skill.”

“The key idea is to represent the decomposed 4D scene with the Freetime FeatureGS and design a streaming feature learning strategy to accurately recover it from per-image segmentation maps, eliminating the need for video segmentation.”

“The study reveals a transition from a single axisymmetric vortex ring to azimuthally unstable, multi-vortex structures as film thickness decreases.”

“FoldAct explicitly addresses challenges through three key innovations: separated loss computation, full context consistency loss, and selective segment training.”

“The paper proposes three axioms that formalize the minimal invariance and stability properties required of rank-based input normalization.”

“It's uncertain whether the proposal will reach the statewide ballot in November, but some billionaires like Peter Thiel and Larry Page may be unwilling to take the risk.”

“The research likely delves into the mathematical and physical properties of fluid dynamics, specifically focusing on how waves influence the instability and eventual breakdown of vortices.”

“FLLTPE and FLLTE demonstrated superior performance compared to other estimators.”

“Since yesterday, ChatGPT has been unable to access any saved memories, regardless of model.”

“The paper shows that the feedback drives a spontaneous ferroelectric transition in the magnon superfluid, accompanied by a persistent magnon supercurrent.”

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“The most criticized aspect is that the perception department has repeatedly changed leaders, but it is always unsatisfactory. Data collection work often spends a lot of money but fails to achieve results.”

“"ROOT: Robust Orthogonalized Optimizer for Neural Network Training"”

“DT-GAN consistently recovers underlying structure and exhibits stable behavior under identical optimization budgets where a standard GAN degrades.”

“Our analysis reveals maximum confidence drops of 13.0% (Bootstrap 95% CI: [9.1%, 16.5%]) with strong correlation to actual performance degradation.”

“The article likely discusses the application of braking resistors operated by high voltage circuit breakers within the context of data center power grids.”

“The article's main focus is the disc instability model itself.”

“The article is about Rayleigh-Plateau instability.”

“No quote available from provided content.”