“ProUtt converts dialogue history into an intent tree and explicitly models intent reasoning trajectories by predicting the next plausible path from both exploitation and exploration perspectives.”

““This episode reflects on the accuracy of our previous predictions and uses that assessment to inform our perspective on what’s ahead for 2026.” (Hypothetical Quote)”

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

“SpaceTimePilot can independently alter the camera viewpoint and the motion sequence within the generative process, re-rendering the scene for continuous and arbitrary exploration across space and time.”

“ShowUI-$π$ achieves 26.98 with only 450M parameters, underscoring both the difficulty of the task and the effectiveness of our approach.”

“MSACL achieves exponential stability and rapid convergence under simple rewards, while exhibiting significant robustness to uncertainties and generalization to unseen trajectories.”

“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 dataset incorporates 12K tactile-enhanced episodes and 20K mobile manipulation trajectories.”

“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 introduces "Semantic Lookout", a camera-only, candidate-constrained vision-language model (VLM) fallback maneuver selector that selects one cautious action (or station-keeping) from water-valid, world-anchored trajectories under continuous human authority.”

“UniAct achieves a 19% improvement in the success rate of zero-shot tracking of imperfect reference motions.”

“Latent autoregression induces latent trajectories that are significantly more compatible with the Gaussian-process prior and exhibit greater long-horizon stability.”

“Targeted interventions on SAE-derived vectors can controllably amplify or suppress specific reasoning behaviors, altering inference trajectories without retraining.”

“Prizewinners collaborate earlier and more frequently with other prizewinners.”

“The system extracts 2D skeletons, gaze vectors, and movement trajectories. From these data, we develop task-specific metrics that measure psychomotor fluency, situational awareness, and team coordination.”

“InfTool transforms a base 32B model from 19.8% to 70.9% accuracy (+258%), surpassing models 10x larger and rivaling Claude-Opus, and entirely from synthetic data without human annotation.”

“Our method uses geometry-driven path augmentation, guided by the geometry in the system's invariant density to reconstruct likely trajectories and infer the underlying dynamics without assuming specific parametric models.”

“DriveLaW not only advances video prediction significantly, surpassing best-performing work by 33.3% in FID and 1.8% in FVD, but also achieves a new record on the NAVSIM planning benchmark.”

“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.”

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

“The paper demonstrates the ability to control the catheter in an open loop to perform complex trajectories with real-time computational efficiency, paving the way for accurate closed-loop control.”

“ASG-SI reframes agentic self-improvement as accumulation of verifiable, reusable capabilities, offering a practical path toward reproducible evaluation and operational governance of self-improving AI agents.”

“Dark patterns successfully steer agent trajectories towards malicious outcomes in over 70% of tested generated and real-world tasks.”

“Different energy systems and development paths will have a decisive impact on the AI development of China and the United States.”

“The research likely focuses on the design and control of a system of 'chasers' to effectively trap a target.”

“Agent2World demonstrates superior inference-time performance across three benchmarks spanning both Planning Domain Definition Language (PDDL) and executable code representations, achieving consistent state-of-the-art results.”

“SWE-Compressor reaches a 57.6% solved rate and significantly outperforms ReAct-based agents and static compression baselines, while maintaining stable and scalable long-horizon reasoning under a bounded context budget.”

“The algorithms do not require any access to gradients of the reward or backpropagating through trajectories of the flow or diffusion.”

“The paper defines an "inverted-U" relationship between bioenergetics and learning, demonstrating that metabolic constraints are necessary hardware regulators for network stability.”

“incorporating structured sparsity into diffusion models is a promising direction for efficient and expressive long text generation.”

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“The article likely presents a novel approach to optimizing UAV trajectories and task offloading in IoMT environments, leveraging embodied AI and mobility prediction for improved efficiency and performance.”

“The article likely discusses the use of priors in analyzing evidence for quintessence models.”

“The article is about non linear Regge trajectories of quarkonia from holography.”

“The study focuses on trajectory planning for UAVs.”

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“The research focuses on learning 3D hand trajectory prediction from egocentric human interaction videos.”

“R3ST is a synthetic 3D dataset with realistic trajectories.”

“The article's focus is on occupational tasks, automation, and their relationship with economic growth.”

“TrajSyn enables privacy-preserving dataset distillation.”

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“The source is ArXiv, indicating a research paper.”

“The paper likely introduces methods for branching and merging conversational contexts.”

“The article examines a 'data-driven optimal control approach'.”

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“The paper uses Activity Theory to analyze AI-guided student support.”

“The article's source is ArXiv, indicating a pre-print research paper.”

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