“How large is a large language model? Think about it this way. In the center of San Francisco there’s a hill called Twin Peaks from which you can view nearly the entire city. Picture all of it—every block and intersection, every neighborhood and park, as far as you can see—covered in sheets of paper.”

“I just launched Paper Breakdown, a platform that makes it easy to stay updated with CS/ML/AI research and helps you study any paper using LLMs.”

“I will graduate this year from STEM Mathematics... i want to be an AI Engineer, i will learn (self-learning) Basics of CS... Is True to apply on jobs or its no chance to compete?”

“I'm looking for resources to study the following: -statistics and probability -calculus (for applications like optimization, gradients, and understanding models) ... I don't want to study the entire math courses, just what is necessary for AI/ML.”

“The paper demonstrates conformal multiplet structure together with the hallmark of emergent spacetime supersymmetry through characteristic relations between fermionic and bosonic operators.”

“The discrete period matrix admits the same canonical decomposition $Π= rac{1}{2} H + i T$ as in the smooth setting, where $H$ encodes the topological type and $T$ is purely imaginary.”

“The paper proves that the local limit of the weighted spanning trees on any simple connected high degree almost regular sequence of electric networks is the Poisson(1) branching process conditioned to survive forever.”

“The authors' method enables simulations of bosonic quantum mixtures with substantially larger bond dimensions than previous works.”

“The paper establishes a correspondence between solutions of the Liouville equation and the Weierstrass representations of spacelike and timelike minimal surfaces.”

“The introduction of the 'Darboux family' as a tool for studying r-matrices in four-dimensional indecomposable coboundary Lie bialgebras.”

“The paper describes the structure of the twisted Jacquet module π_{N,ψ} of π with respect to N and a non-degenerate character ψ of N.”

“The paper focuses on the application of QCD sum rules to baryoniums, which are considered promising hexaquark candidates, and compares theoretical predictions with experimental data.”

“The algorithm's runtime scaling is O(N4^N), a significant improvement over the brute-force approach.”

“The number and basic structure of lower-limb synergies during running are relatively stable, whereas spatial muscle weightings and motor primitives are highly plastic and sensitive to task demands, fatigue, and pathology.”

“The calculations indicate that: (i) The $1P$-wave $λ$-mode $Ξ_b$ states $Ξ_b|J^P=1/2^-,1 angle_λ$ and $Ξ_b|J^P=3/2^-,1 angle_λ$ are highly promising candidates for the observed state $Ξ_b(6087)$ and $Ξ_b(6095)/Ξ_b(6100)$, respectively.”

“Removing dynamic elements leads to a consistent 30.97% decrease in perceived vibrancy.”

“The article is a discussion starter, not a definitive answer. It's based on a Reddit post, so the 'quote' would be the original poster's question or the ensuing discussion.”

“Nuclei located in neurogenic regions consistently exhibited significantly higher phase values (optical path difference) compared to nuclei elsewhere, suggesting cell-type-specific biophysical signatures.”

“The paper formulates a gauge-invariant expression for the orbital magnetic octupole moment and links it to a higher-rank Hall response induced by spatially nonuniform electric fields.”

“The paper proposes to use broad and narrow line emission and CGM nebulae as calorimeters of the ionising SED to trace different accretion "states".”

“The article's focus is on optical pumping and laser slowing of a heavy molecule.”

“The paper explains how the hierarchical hull of a pair of points in any colorable hierarchically hyperbolic space is quasi-isometric to a finite CAT(0) cube complex of bounded dimension.”

“The paper finds that the disk lifetime decreases as the dimensionless parameter ψ (wind strength) increases due to enhanced wind-driven mass loss.”

“The paper constructs critical stable envelopes and establishes their general properties, including compatibility with dimensional reductions, specializations, Hall products, and other geometric constructions.”

“The paper reveals a tunable regime of ergodicity breaking due to quantum many-body scars, manifested as long-lived coherent oscillations that persist across a much broader range of parameters than previously observed, including at the equilibrium phase transition point.”

“The paper shows that violating operational no-signalling constraints in Minkowski spacetime implies either a logical paradox or an operational infringement of Poincaré symmetry.”

“The inverse of this intersection number is precisely the AdS double-copy kernel for the four-point open- and closed-string generating functions.”

“Propositional logics are usually polynomial-time reducible to their fragments with at most two variables (often to the one-variable or even variable-free fragments).”

“The corner entanglement entropy grows linearly with the logarithm of imaginary time, dictated solely by the universality class of the quantum critical point.”

“The paper introduces a new class of integrable 3D lattice models, possessing continuous families of commuting layer-to-layer transfer matrices.”

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

“Welcome to this week's entering & transitioning thread! This thread is for any questions about getting started, studying, or transitioning into the data science field.”

“The paper highlights the scaling hypothesis for loop-length distributions, the emergence of critical exponents $τ=15/7$, $d_f=7/4$, and $σ=3/7$ in several universality classes.”

“CENNSurv revealed a multi-year lagged association between chronic environmental exposure and a critical survival outcome, as well as a critical short-term behavioral shift prior to subscription lapse.”

“Tube formation is studied versus temperature, revealing bilamellar layers retracting and folding into tubes upon DC15PC lipids transitioning from liquid to solid phase, which is explained by lipid transfer from bilamellar to unilamellar layers.”

“Cogniscope enables systematic investigation of multimodal cognitive markers and offers the community a benchmark resource that complements real-world validation studies.”

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

“Singlet state populations of geminal protons propagate along (CH_2)_n segments forming magnetically silent spin waves.”

“The paper derives numerically ``exact'' hierarchical equations of motion (MO-HEOM) from a MO framework.”

“OpenAI is looking to hire a new executive responsible for studying emerging AI-related risks.”

“The paper proves that $K_0(X_{n,k})$ is canonically isomorphic to $R_{n,k}$, extending classical isomorphisms for the flag variety.”

“The paper introduces a novel approach that uses publicly available social media data... to enhance current datasets for studying negative pregnancy outcomes.”

“Tokenization is the process of breaking down text into smaller units.”

“Challenges basic assumptions physicists have held for centuries”

“Without access to the full text, a detailed assessment is impossible.”

“The simulations reveal a temperature-regulated dual-mode oxidation mechanism: at moderate temperatures, the oxide shell acts as a dynamic "gatekeeper," regulating oxidation through a "breathing mode" of transient nanochannels; above a critical threshold, a "rupture mode" unleashes catastrophic shell failure and explosive combustion.”

“Transformers reproduce Bayesian posteriors with $10^{-3}$-$10^{-4}$ bit accuracy, while capacity-matched MLPs fail by orders of magnitude, establishing a clear architectural separation.”

“The Newman-Penrose formalism provides a powerful framework for analyzing the geometry of spacetime.”

“The UV damage sensor (RecA) achieves 2.01x information advantage over environmental signals by preempting bistable outcomes into monostable attractors (98% lysogenic or 85% lytic).”

“The framework enables the creation of customizable and controllable social network environments for studying information dynamics and the effects of disinformation.”