“Gartner predicts that by the end of 2026, 40% of enterprise applications will incorporate AI agents.”

“This is a design memo and roadmap to organize where the project stands now and which direction to go next.”

“The article states: "Chip supply shortages will continue for another two years."”

“AI could replace 6% of US jobs by 2030, Forrester report finds.”

“2025 was the year of Reasoning and the year of coding agents.”

“A team of Stanford Medicine researchers have introduced SleepFM Clinical, a multimodal sleep foundation model that learns from clinical polysomnography and predicts long term disease risk from a single night of sleep.”

“According to Nexos.ai, that model will give way to something more operational: fleets of task-specific AI agents embedded directly into business workflows.”

“"The ChatGPT moment for robotics is coming."”

“The article references C.S. Lewis's 'The Abolition of Man' and the concept of 'men without chests' as a key element of the predicted future. It also mentions the AI's potential morality being tied to the concept of entropy.”

“Dream2Flow converts imagined motion into 3D object trajectories. Robots then follow those 3D paths to perform real manipulation tasks, even without task-specific training.”

“Inspired by https://zenn.dev/ryo369/articles/d02561ddaacc62, I will write about future predictions.”

“LeCun said Wang was "inexperienced" and didn't fully understand AI researchers. He also stated, "You don't tell a researcher what to do. You certainly don't tell a researcher like me what to do."”

“[Claude Code] has the potential to transform all of tech. I also think we’re going to see a real split in the tech industry (and everywhere code is written) between people who are outcome-driven and are excited to get to the part where they can test their work with users faster, and people who are process-driven and get their meaning from the engineering itself and are upset about having that taken away.”

“The article quotes a Morgan Stanley analysis predicting over 200,000 job cuts in the European banking system by 2030, representing approximately 10% of the workforce of 35 major banks.”

“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.”

“Enterprise agent adoption feels like the obvious near-term shift, but the second part is more interesting to me: scientific acceleration. If agents meaningfully speed up research, especially in materials, biology and compute efficiency, the downstream effects could matter more than consumer AI gains.”

“"全てを実装しない」「無闇に行動しない」「動きすぎない」ということについて考えていて"”

“Edit3r directly predicts instruction-aligned 3D edits, enabling fast and photorealistic rendering without optimization or pose estimation.”

“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 highlights that the right-handed scale (vR) is excluded up to 2x10^9 GeV based on the diphoton coupling of H3, and future experiments could probe up to 5x10^9 GeV (muon experiments) and 6x10^11 GeV (supernova observations).”

“The electron energy spectrum exhibits a clear signature of the quantum coherence and sensitivity to the transition frequency of the emitter.”

“The paper identifies a transition from normal s++/s±-wave pairing to time-reversal symmetry (TRS) breaking pairing.”

“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.”

“Asus says that it will increase prices on several product lines starting January 5, as prices for memory and storage components continue to rise. TrendForce estimates that laptop shipments could shrink by as much as 10.1% due to the memory shortage.”

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

“The model successfully predicted drag reduction rates ranging from $-1\%$ to $86\%$, with a mean absolute error of 9.2.”

“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.”

“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.”

“Compact stars within 4DEGB gravity are systematically less compact and achieve moderately higher maximum masses compared to the GR case.”

“”

“The paper reveals the structure of superconducting Berry curvatures and derives the superconducting Berry curvature induced thermal Edelstein effect and spin Nernst effect.”

“The SM+$(n)$VLQ+RHN framework yields predictions consistent with the combined Planck, WMAP, and BICEP/Keck data, while simultaneously ensuring electroweak vacuum stability and phenomenologically viable neutrino masses within well-defined regions of parameter space.”

“The model predicts and controls the shape and mechanical properties of helical filaments, matching experimental values, and reveals the role of chirality in motor-driven dynamics.”

“LEWM more accurately predicts emotion-driven social behaviors while maintaining comparable performance to general world models on basic tasks.”

“The paper highlights that the combination of the double seesaw mechanism and A4 flavour alignments yields a leading-order TBM structure, corrected by a single rotation in the (1-3) sector.”

“CPePC bases its caching decisions by predicting a parameter whose value is estimated using current cache occupancy and the popularity of the content into account.”

“The model's distinctive feature is the direct connection between the dark sector and leptogenesis, providing a unified explanation for both the matter-antimatter asymmetry and DM abundance.”

“A first-order chiral phase transition may occur during inflation or at its end when the axial chemical potential is sufficiently large and crosses the critical line.”

“The paper demonstrates that a magnetic field can reorganize the hierarchy of superconducting instabilities, yielding a characteristic reentrant instability curve.”

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

“The paper highlights the creation of coexisting helical Fermi arcs with opposite chirality on the same surface, a phenomenon not found in conventional magnetic Weyl semimetals.”

“The surrogate is orders of magnitude faster than SOLPS-ITER, enabling rapid parameter exploration.”

“Error detection capability strongly predicts overall robustness (rho=-0.817, p=0.007), indicating this is the critical bottleneck.”

“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.”

“We demonstrate many-electron constructions with vanishing charge-2e sectors, but with sharp signatures in charge-4e or charge-6e expectation values instead.”

“The phenomenology of the resulting correlators presents some novel features, such as oscillations with an envelope controlled by the anomalous dimension, rather than the usual value of 3/2.”

“The paper proposes a mechanism in which non-annihilating dark matter (DM) with non-gravitational interactions with the Standard Model (SM) particles accumulates inside Population III (Pop III) stars, inducing their premature collapse into BH seeds having the same mass as the parent star.”

“Our results provide a natural explanation for long-standing experimental observations of spin injection in superconductors and predict novel effects arising from spin-charge coupling, including the electrical control of anomalous phase gradients in superconducting systems with spin-orbit coupling.”

“The paper finds that as the modification parameter increases, neutron stars grow in both radius and mass, and a 'frozen state' emerges, forming a critical horizon.”

“”