“They ended up running planners and sub-planners to create tasks, then having workers execute on those tasks - similar to how Claude Code uses sub-agents.”

“This research investigates a new approach to how Large Language Models (LLMs) process information, potentially moving beyond pure calculation.”

“Assuming the linked article discusses the 'insecure evangelism' of LLM maximalists, a potential quote might address the potential over-reliance on LLMs or the dismissal of alternative approaches. I need to see the article to provide an accurate quote.”

“In this tutorial, we build a genuinely advanced Agentic AI system using LangGraph and OpenAI models by going beyond simple planner, executor loops.”

“The key insight: It's not just logging. At any point - even after a compact - you can reconstruct what Claude was thinking, not just what it did.”

“The paper presents a computer algebra package for efficiently computing Poisson brackets and reconstructing constraint algebras.”

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

“The method effectively suppresses spectral pollution and resolves closely spaced spectral components.”

“The paper shows that commutative Frobenius pseudomonoids in the bicategory of spans are in correspondence with 2-Segal cosymmetric sets.”

“AODDiff inherently enables uncertainty quantification via multiple sampling, offering critical confidence metrics for downstream applications.”

“ArtiSG significantly outperforms baselines in functional element recall and articulation estimation precision.”

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

“The models strongly prefer the inverted ordering for the neutrino masses.”

“The paper constructs 3-fold blocking sets of conjectured size, obtained as the disjoint union of three linear blocking sets of Rédei type, and they lie on the same orbit of the projectivity (x:y:z)↦(z:x:y).”

“The paper identifies the obstruction to the existence of the Prequantum Groupoid as the non-additivity of the integration of the prequantum form on the space of loops.”

“The resulting observable is mapped into a transparent decision functional and evaluated through realized cumulative returns and turnover.”

“The paper presents an edited version of the author's student works (diplomas of 2011 and 2013) with some improvements, focusing on circular TWs and stronger TWs.”

“The paper proposes an auxiliary task learning (ATL) method for reconstructing missing PMU data.”

“During stable market conditions, LLM-weighted portfolios frequently outperformed sector indices... However, during the volatile period, many LLM portfolios underperformed.”

“The paper showcases that such methods have great promise for the deconvolution of reverberation mapping data products.”

“The paper presents the first construction of an NN-FT that encodes the full Virasoro symmetry of a 2d CFT.”

“The problem becomes ill-posed as the system transitions from the ballistic to the diffusive regime, characterized by the Knudsen number converging to zero.”

“The paper builds examples of real space sextics with 64 and 120 totally real tritangents.”

“The paper gives a new algorithm that terminates in a single iteration to construct all possible sign idempotent sign patterns.”

“Random multiplexing achieves statistical fading-channel ergodicity for transmitted signals by constructing an equivalent input-isotropic channel matrix in the random transform domain.”

“Your brain builds a simulation of what it *thinks* is out there and just uses your eyes to check if it's right.”

“The paper proposes to incorporate the prior knowledge of the Sun's position...into the training pipeline for improved photometric quality of 3DGS rasterization.”

“The method combines two known field theories into a new composite field theory whose target space is the product of the original target spaces.”

“The consistent orderings are in one-to-one correspondence with the Jacobians associated with all field redefinitions of a set of canonical degrees of freedom. For each admissible operator ordering--or equivalently, each path-integral measure--we identify a definite, positive Hilbert-space inner product. All such prescriptions define the same quantum theory, in the sense that they lead to identical physical observables.”

“The paper develops a dynamic CKM construction method for multiple-input multiple-output orthogonal frequency division multiplexing (MIMO-OFDM) systems.”

“The classification head can be compressed by even huge factors of 16 with negligible performance degradation.”

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

“The proposed framework significantly improves the accuracy of semantic understanding and computational efficiency in tasks including image captioning and cross-modal retrieval.”

“The paper likely presents novel constructions or classifications within the realm of differential $\mathbb Z$-graded varieties.”

“ReSUs offer (i) a principled framework for modeling sensory circuits and (ii) a biologically grounded, backpropagation-free paradigm for constructing deep self-supervised neural networks.”

“The paper provides new Nahm-sum-like expressions for the characters of Virasoro minimal models and other related rational conformal field theories.”

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“The paper introduces 'graph-restricted tensors' and demonstrates their utility in constructing non-stabilizer tensors for holographic models.”

“The method just relies on a sparse-matrix vector product where only vectors change on time.”

“The resulting potential achieves density functional theory-level accuracy in reproducing a wide range of lattice defects in alpha-Fe and their interactions with hydrogen... it accurately captures the deformation and fracture behavior of nanopolycrystals containing hydrogen-segregated general grain boundaries.”

“SwinCCIR effectively overcomes problems of conventional CC imaging, which are expected to be implemented in practical applications.”

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“The paper provides "necessary and sufficient conditions for $\mathcal{A}$ to admit the structure of a model category whose cofibrant objects are $\mathcal{C}$ and whose fibrant objects are $\mathcal{F}$."”

“The paper introduces a sub-Finslerian approach to constructing the system motility map, extending the sub-Riemannian approach.”

“The paper's core contribution is a "general and explicit construction recipe for QECCs from a total of D classical codes for arbitrary D." This allows for a broader exploration of QECC design space.”

“The operator reconstructs f accurately in the tested domains.”

“The proposed methods yield improved coverage properties and computational efficiency relative to existing approaches.”

“The paper shows how to construct statistical mechanical models for stabilizer circuits subject to independent Pauli errors, by mapping logical equivalence class probabilities of errors to partition functions using the spacetime subsystem code formalism.”

“The framework employs batch sampling of measurements and gradient-based optimization to construct an optimal LHS model.”

“Automating security alert analysis with a full-scratch LLM agent in Go.”