“Further details of the content are not available. This is based on the article's structure.”

“The project is entering the 'real sea area phase,' indicating a significant step toward practical application.”

“Plumery’s “AI Fabric” has been positioned by the company as a standardised framework for connecting generative [...]”

“Diana Intelligence Corp., which offers HR-as-a-service for businesses using artificial intelligence, today announced what it says is a breakthrough in human resources assistance with an agentic AI onboarding system.”

“Unfortunately, the content of the article is not provided. Therefore, a relevant quote cannot be generated.”

“Consumers can enable Personal Intelligence through a new option in the […]”

“When you start a Cowork session, […]”

“2026年1月現在利用できるアプリは数十個程度で、誰もが知っているような欧米系SaaSのみといった感じです。”

“SFT: Phase for teaching 'etiquette (format/inference rules)'; RL: Phase for teaching 'preferences (good/bad/safety)'”

“Nvidia's CES announcements didn't have much for consumers, but affects them all the same.”

“詳解します。”

“The launch of PubMatic’s AgenticOS marks a change in how artificial intelligence is being operationalised in digital advertising, moving agentic AI from isolated experiments into a system-level capability embedded in programmatic infrastructure.”

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

“"Gemini in chrome has been gone for while for me and I've tried alot to get it back"”

“Tweet from a DeepMind RL researcher outlining how agents, RL phases were in past years and now in 2026 we are heading much into continual learning.”

“The paper establishes a complete classification for fermionic symmetry protected topological phases (FSPT) with purely discrete internal symmetries, which determines the crystalline case via the crystalline equivalence principle.”

“The self-bootstrapping framework reframes visual dubbing from an ill-posed inpainting task into a well-conditioned video-to-video editing problem.”

“The mechanism amplifies the curvature power spectrum on small scales without introducing any feature in the potential, leading to the formation of asteroid-mass PBHs.”

“The paper reveals a quantum critical point across which the Kondo effect goes from being destroyed to dominating.”

“The paper identifies two distinct topological phases: an SPT phase at half filling stabilized by positive parity coupling, and a topological phase at unit filling stabilized by negative coupling.”

“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 paper demonstrates that 'extreme-wave phenomena, often treated as deleterious fluctuations, can be harnessed as structural nonlinearity for scalable, energy-efficient neuromorphic photonic inference.'”

“The L-PT phase transition point is typically a critical exceptional point, where multiple collective excitation modes with zero excitation spectrum coalesce.”

“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 article focuses on implementing an agentic AI pattern using LangGraph that treats reasoning and action as a transactional workflow rather than a single-shot decision.”

“Holographic descriptions allow access to the full non-equilibrium dynamics at strong coupling.”

“The study shows that asymmetric noise configurations can enhance the robustness of both entanglement and discord.”

“The introduction of a transformation strain limit, beyond which the material is fully martensitic and behaves elastically, leading to a distinctive behavior in which the region of localized damage widens, yielding a delay of fracture.”

“The regularized local markers eliminate the obstructive boundary irregularities successfully, and give rise to the desired global topological invariants such as the Chern number consistently when integrated over all the lattice sites.”

“The authors report an experimentally accessible protocol for directly measuring the mixed-state topological invariant.”

“The entanglement entropy naturally emerges from the normalization condition of the Husimi distribution within this framework.”

“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 discovery of a direct second-order transition between the massless and symmetric massive fermion phases.”

“The number of crack spikes increases with the viscosity of the subphase.”

“This work successfully reveals the intrinsic topological characteristics encoded within the Floquet eigenstates themselves.”

“The paper provides the first convergence guarantee for Optimistic Multiplicative Weights Update (OMWU) in NLHF, showing that it achieves last-iterate linear convergence after a burn-in phase whenever an NE with full support exists.”

“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.”

“A small fraction of stalled particles in the system allows for the formation of dynamical clusters at significantly lower densities than predicted by standard MIPS.”

“The paper shows that its restricted holonomy group is SU(2), implying universal single-qubit control by closed loops in shape space.”

“The droplet-to-slab transition always follows a similar mechanism to its equilibrium counterpart, but the reverse (slab-to-droplet) transition depends on rare non-equilibrium fluctuations.”

“The paper develops a solid geometric framework for the theory by creating isochrons, which are the level sets of the asymptotic phase, using the Graph Transform theorem.”

“The high-density coexisting states are liquid-like in the binary cases.”

“A novel contribution arises that is proportional to the phase derivative of the levels broadening.”

“Each BPS monopole state is naturally labeled by a weight of the relevant $W$-boson representation of $(H^{\vee})^{s}$.”

“No statistically significant evidence for postmerger echoes is found.”

“The Bayesian analysis demonstrates that the observational bounds are effective in significantly constraining the low-density region of the equation of state.”

“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.”

“The non-perturbative treatment is essential, at least at lowest order, in the SU(3) sector of $KN$ scattering.”

“The tidal dephasing caused by the difference in tidal deformability and f-mode frequency is calculated and found to be undetectable by next-generation gravitational wave detectors.”