“Training on 10,000 randomized geometries produces AI surrogates with 1% mean error and sub-millisecond inference for key performance indicators...”

“The core issue is the change in behavior: the model now reproduces almost the same result (about 90% of the time) instead of generating unique images with the same prompt.”

“The constructive framework produces a fully 4D-covariant action that belongs to the class of generalised extended mimetic gravity models.”

“The resulting machine learning interatomic potential accurately reproduces experimental properties including volume expansion, operating voltage, and sodium concentration-dependent structural transformations, while revealing a four-order-of-magnitude difference in sodium diffusivity between the rhombohedral (sodium-rich) and tetragonal (sodium-poor) phases at 300 K.”

“Electron beams with an energy spread of 1% can be generated with the energy transfer efficiency of 10% to 30% in a large parameter space.”

“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.”

“A minimal model with a light CP-even scalar mediator naturally produces a velocity-dependent annihilation cross section consistent with thermal freeze-out, the Milky Way excess, and limits from dwarf spheroidal galaxies.”

“The paper shows that the Pontryagin index emerges as an integer infrared winding, such that the resulting holonomy phase is quantized by Q∈Z and reproduces the standard weight e^{iθQ}.”

“The three-axis framework reproduces the known N^(-2/3) scaling of one-axis twisting and the Heisenberg-limited N^(-1) scaling of two-axis twisting, while allowing additional tunability and enhanced entanglement generation in low-spin systems.”

“The method produces higher-quality images at novel extrapolated viewpoints compared with baselines.”

“The model based on MB-pol agrees well with experiment.”

“The lower-porosity medium produces higher local and surface-averaged Nusselt numbers.”

“The resulting augmented excess free-energy functional quantitatively reproduces equilibrium density profiles, coexistence curves, and surface tensions across a broad temperature range, and accurately predicts contact angles and droplet shapes far beyond the training regime.”

“IDT produces view-consistent intrinsic factors in a single forward pass, without iterative generative sampling.”

“ThinkGen employs a decoupled architecture comprising a pretrained MLLM and a Diffusion Transformer (DiT), wherein the MLLM generates tailored instructions based on user intent, and DiT produces high-quality images guided by these instructions.”

“ML Compass produces recommendations -- and deployment-aware leaderboards based on predicted deployment value under constraints -- that can differ materially from capability-only rankings, and clarifies how trade-offs between capability, cost, and safety shape optimal model choice.”

“The DOPO network faithfully reproduces the quantum critical behavior of the XY model.”

“The paper provides the explicit form of the resolvent in all possible regimes.”

“TEAMS accurately reproduces the return time estimates of the DNS at about one fifth the computational cost.”

“The model reproduced quite well both the inner rise and outer flat regions of the observed rotation curves using the observed baryonic mass profiles only.”

“"when it is trained on higher epochs it just makes pants, I am not getting how to make it give multiple things and not just pants."”

“The authors state that their approach 'reproduces well first principles calculations and could be the starting point for the inclusion of many-body effects and spin-orbit coupling (SOC) in TMDCs with only a few energy bands in a numerically inexpensive way.'”

“"Vector graphic, flat corporate tech design. Background: 100% solid uniform dark navy blue color (Hex #050A14), absolutely zero texture. Visuals: Sleek, translucent blue vector curves on the far left and right edges only. Style: Adobe Illustrator export, lossless SVG, smooth digital gradients. Center: Large empty solid color space. NO noise, NO film grain, NO dithering, NO vignette, NO texture, NO realistic lighting, NO 3D effects. 16:9 aspect ratio."”

“The use of a scaled charge of 0.75 is able to reproduce with high accuracy the viscosities and diffusion coefficients of NaCl solutions by the first time.”

“SAM 3D produces more coherent roof geometry and sharper boundaries compared to TRELLIS.”

“Figma Make outputs code with "80% appearance, 20% implementation", so the key is to use it on the premise that "humans will finish it" on the Next.js side.”

“Bright-4B produces morphology-accurate segmentations of nuclei, mitochondria, and other organelles from brightfield stacks alone--without fluorescence, auxiliary channels, or handcrafted post-processing.”

“The study reveals pronounced optical anisotropy and the emergence of hyperbolic regime in the NIR.”

“TimeGAN produces synthetic data with distributional shapes, volatility patterns, and autocorrelation behaviour that are close to those observed in real returns.”

“The simulation self-consistently generates a twisted flux tube that emerges through the photosphere, interacts with the pre-existing magnetic field, and produces a blowout jet that matches the main characteristics of this type of jet found in observations.”

“"It's not elites who change the world, but down-to-earth elites who can change the world."”

“The article's core finding is the 1.7x increase in bugs. This is a crucial metric that needs further context. What is the baseline bug rate? What types of bugs are being introduced? What AI tools are being used?”

“While AI today produces amazing results on the surface, its internal understanding is a complete mess, described as "total spaghetti".”

“Without the full article, a specific quote cannot be provided. However, the article likely includes examples of code generated by LLMs and instances where the code fails or produces unexpected results.”

“”

“”

“A 2-acre vertical farm, run by AI and robots, out-produces a 720-acre flat farm.”

“We discuss his work on AICAN, a creative adversarial network that produces original portraits, trained with over 500 years of European canonical art.”