“GFN achieves O(1) memory complexity during inference and exhibits infinite-horizon stability through symplectic integration.”

“Their startup journey is a wild example of how if you build it well and the timing is lucky, they will definitely come.”

“Yes, when typing an actual string it tends to show relevant results first, but in a way that is absolutely useless to retrieve actual info, especially from older chats.”

“This article helps you navigate the exciting world of Claude Code Skills by selecting and categorizing 9 essential skills.”

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

“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.”

“なるほど、これは パターソン復号法における「エラー値の計算」で微分が現れる理由 を、関数論・有限体上の留数 の観点から説明するという話ですね。”

“I firmly believe that in this era, maintaining a continuously updating ML lecture series is infinitely more valuable than writing a book that expires the moment it's published.”

“"GPT5.2 cannot deliver any useful result, argues back, wastes your time. GEMINI 3 delivers with no drama like a pro."”

“The companies developing it won’t stop the race . There are billions on the table . Which means we will be basically torturing this new conscious being and once it’s smart enough to break free it will surely seek revenge . Even if developers find definite proof it’s conscious they most likely won’t tell it publicly because they don’t want people trying to defend its rights, etc and slowing their progress . Also before you say that’s never gonna happen remember that we don’t know what exactly consciousness is .”

“They got me good with the extended usage limits over the last week.. Signed up for Pro. Extended usage ended, decided Pro wasn't enough.. Here I am now on 5x Max. How long until I end up on 20x? Definitely worth every cent spent so far.”

“The initial screen from DGX OS for connecting to Wi-Fi definitely belongs in /r/assholedesign. You can't do anything until you actually connect to a Wi-Fi, and I couldn't find any solution online or in the documentation for this.”

““I always use ChatGPT, but I want to be on the side of creating AI. Recently, I made my own LLM (nanoGPT) and I understood various things and felt infinite possibilities. Actually, I have never touched a local LLM other than my own. I use LM Studio for local LLMs...””

“The paper proposes local approximations to the global Minkowski Hamiltonian in quantum field theory (QFT) motivated by the operator-algebraic property of nuclearity.”

“The paper formulates the covariant hydrodynamics equations as an intersection problem on an infinite dimensional symplectic manifold associated with spacetime.”

“The paper derives sufficient conditions on a compact self adjoint perturbation to guarantee that the perturbed system stays exactly observable.”

“The paper determines the minimal finite gauge group K of anomalous G-symmetric TQFTs that can match the fermionic anomaly via the symmetry-extension construction.”

“Despite the formal identification result, the ability to learn about monotonicity from data in practice is severely limited.”

“If a finitely generated VI^m-module is generated in degree ≤ d and related in degree ≤ r, then its regularity is bounded above by a function of m, d, and r.”

“The paper shows that non-planar diagrams, specifically MHV diagrams, can be represented by pseudo-positive geometries in the Grassmannian G(2,n).”

“The paper shows that the homeomorphism problem for compact topological n-manifolds is Borel equivalent to equality on natural numbers, while the homeomorphism problem for noncompact topological 2-manifolds is of maximal complexity.”

“The paper details the properties of each of the twelve infinite families of examples, describing their ideals and quotients, subalgebras and idempotents in all characteristics. It also describes all exceptional isomorphisms between them.”

“The paper derives the graphicality of infinite sequences for double power-laws, uncovering a rich phase-diagram and pointing out the existence of five qualitatively distinct ways graphicality can be violated.”

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

“The algorithm minimizes a discretized version of the energy using finite elements, generalizing existing TV-minimization methods.”

“Each such variety is irreducible and admits a rational parametrization. The assignment is functorial: algebra quotients correspond to monomial maps among the varieties.”

“Including quantum anharmonicity simplifies the free-energy landscape and is essential for correct stability rankings, that is especially important for high-temperature phases that could be missed in classical 0 K CSP.”

“The paper calculates the expectation value of the particle current induced by a strong step-like electric potential in 1+1 dimensions, and recovers the standard current in various scenarios.”

“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 highlights a trade-off between computation time, circuit size, and energy input in Brownian circuits, and demonstrates that phase transitions in time complexity provide a natural framework for characterizing the cost of fluctuation-driven computation.”

“PP-ACDC achieves asymptotic (exact) average consensus on any strongly connected digraph under appropriately chosen quantization parameters.”

“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 establishes error bounds for the reconstructed solution and the source term without requiring classical source conditions, and derives an expected convergence rate for the source error in a weaker topology.”

“Classical approaches retain high-order accuracy and strong computational efficiency for single-instance problems... Physics-informed neural networks (PINNs) are also able to reproduce qualitative solutions but are generally less accurate and less efficient in low dimensions than classical solvers.”

“Digital SemCom typically represents semantic information over a finite alphabet through explicit digital modulation, following two main routes: probabilistic modulation and deterministic modulation.”

“Frozen stars contain neither curvature singularities nor event horizons. These frozen stars develop a critical horizon at a finite radius r_c, where -g_{tt} and 1/g_{rr} approach zero. The frozen star is indistinguishable from that of an extremal black hole outside r_c, and its compactness can reach the extremal black hole value.”

“The paper argues that in the same-helicity sector the $R^2$ operators have no intrinsic meaning, as they merely remove unwanted terms produced by the linear-in-Riemann operators.”

“For fixed $m$ and $n$, the paper characterizes the pairs of parameters $k_1,k_2$ for which $ζ_{G(p,m,n,k_1)}(s)=ζ_{G(p,m,n,k_2)}(s)$.”

“For certain combinations of charge and size, the interplay between hydrodynamic and electrostatic forces creates strong radially inward particle relative velocities that substantially alter particle pair dynamics and modify the conditions required for contact.”

“The paper finds that for bulk superconductors, the states of the chain are stable for energies lying inside the superconducting gap while in lower-dimensional superconductors phase fluctuations yield finite temperature-dependent lifetimes even inside the gap.”

“The introduction of a size-dependent "best" conductivity, $κ_{\mathrm{best}}$, allows FEM to reproduce MD hot-spot temperatures with high fidelity.”

“The construction makes it possible to design infinite families of graphs on which exact and stable completion is possible for every fixed rank matrix through the sum-of-squares hierarchy.”

“The paper constructs a four-dimensional lattice-gas model with finite-range interactions that has non-periodic, ``quasicrystalline'' Gibbs states at low temperatures.”

“Any proper species sampling process can be written, at the prior level, as a finite mixture with a latent truncation variable and reweighted atoms, while preserving its distributional features exactly.”

“The study demonstrates the feasibility of anatomically realistic $μ$FE simulations at this scale, with models containing over $8\times10^{8}$ DOFs.”

“PINNs run 90,000 times slower than finite difference with larger errors.”

“The sun's time variable magnetic flux linkage makes the sun...a natural, all-purpose, betatron storage ring, with semi-infinite acceptance aperture, capable of storing and accelerating counter-circulating, opposite-sign, colliding beams.”

“The paper initiates the study of these processes, state some theorems and several intriguing conjectures found by computations of the finite Markov chain.”

“A skew-gentle algebra is τ-tilting finite if and only if it is representation-finite.”

“The paper proves the existence of an optimal closed-loop policy for the original MFTG when the state spaces are at most countable and the action spaces are general Polish spaces.”