“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.”

“The paper explores integer (Int8) quantization and a resource-aware gait scheduling viewpoint to maximize RL reward under power constraints.”

“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.”

“Performance is consistent with a data limited regime rather than a model parameter-limited one.”

“The evaluation protocol jointly measures average accuracy, average cost, and throughput, and builds a ranking score from the harmonic mean of normalized cost and accuracy to enable comparison across router configurations and cost budgets.”

“FRoD matches full model fine-tuning in accuracy, while using only 1.72% of trainable parameters under identical training budgets.”

“More than 20 venture capitalists share their thoughts on AI agents, enterprise AI budgets, and more for 2026.”

“The paper introduces the Keyword-Aware Top-$k$ Routes (KATR) query that provides a more flexible and comprehensive semantic to route planning that caters to various user's preferences including flexible POI visiting order, flexible travel distance budget, and personalized POI ratings.”

“When the budget is low, the optimal reward scheme employs sufficient performance targeting, rewarding the agent's first performance. Conversely, when the principal's budget is high, the focus shifts to sustained performance targeting, compensating the agent's second performance.”

“I literally clicked PyTorch, selected GPU, and was inside a ready-to-train environment in under a minute.”

“New range builds on LG’s 4K and 5K2K gaming display successes.”

“The article highlights the WATCH FIT 4 as the top choice for young people, emphasizing its lightweight design, stylish appearance, and practical features.”

“AI is versatile, but budgets are limited. We want to maximize performance with minimal cost.”

“VideoZoomer invokes a temporal zoom tool to obtain high-frame-rate clips at autonomously chosen moments, thereby progressively gathering fine-grained evidence in a multi-turn interactive manner.”

“TimeBill proposes a fine-grained response length predictor (RLP) and an execution time estimator (ETE) to accurately predict the end-to-end execution time of LLMs.”

“By concentrating adversarial perturbations on these positions, we achieve semantic degradation comparable to global methods while using substantially smaller budgets. More importantly, across multiple representative VLMs, such selective attacks convert 35-49% of benign outputs into harmful ones, exposing a more critical safety risk.”

“DT-GAN consistently recovers underlying structure and exhibits stable behavior under identical optimization budgets where a standard GAN degrades.”

“The discussion also digs into the Gemini Live API, covering its architecture, the challenges of building real-time voice applications (such as latency and voice activity detection), and new features like proactive audio and asynchronous function calling.”

“This paper proposes a novel language model architecture which uses recurrent depth to enable “thinking in latent space.””

“Focus on data efficiency and model interpretability.”

“Ozkural believes that views on AI safety represent a form of neoludditism and are capturing valuable research budgets with doomsday fear-mongering.”

“”

“N/A - This is a headline, not a quote.”