Composition coverage.

Studying impact flashes to detect missile and meteorite composition

Overlaying Governance: A Compositional Authorization Framework for Delegation and Scope in Agentic AI

As AI systems evolve from passive models into autonomous active agents capable of initiating actions, collaborating, and delegating tasks, the traditional boundaries of software sy…

ElevenLabs launches Music v2, which can switch genres mid-track and handle complex vocal compositions, built on licensed data and cleared for commercial use (Ivan Mehta/TechCrunch)

Exclusive: India alleges Pernod withheld Scotch composition, age in effort to pay lower tariffs - Reuters

Exclusive: India alleges Pernod withheld Scotch composition, age in effort to pay lower tariffs Reuters…

Composition Collapse: Stable Factual Knowledge Does Not Imply Compositional Reasoning

Post-training is routinely evaluated through aggregate benchmark scores that treat multi-hop reasoning as a single capability -- as if a model that answers more questions correctly…

LC-ERD: Mining Latent Logic for Self-Evolving Reasoning via Consistency-Regulated Reward Decomposition

The evolution of Large Language Model (LLM) reasoning is bottlenecked by the scarcity of high-quality process data. While self-alignment via endogenous rewards offers a solution, m…

Uncertainty Decomposition via Cyclical SG-MCMC and Soft-label Learning for Subjective NLP

Annotator disagreement in emotion classification reflects ambiguity intrinsic to emotion concepts and is essential for predictor-quality assessment in subjective NLP. Yet no prior …

Sparse Compositional Flow Matching by geometric assembly from motion primitives

Embodied trajectories, such as the executable motion sequences of robotic manipulators, underwater vehicles, and mobile robots, are a fundamental output of embodied AI. Modern gene…

Every Component is a Lookup: Token Attribution and Composition from a Single Decomposition

Mechanistic interpretability of transformers requires identifying not just which components matter but how they compose into the computational route that produced a prediction. Bot…

How ‘Is God Is’ Became Moses Sumney’s Scoring Debut

Sumney talks his film scoring approach, the scene in 'Is God Is' that resonated with him, and the challenges and rewards of being a novice composer.…

Conflict-Aware Additive Guidance for Flow Models under Compositional Rewards

Inference-time guided sampling steers state-of-the-art diffusion and flow models without fine-tuning by interpreting the generation process as a controllable trajectory. This provi…

Disentangling Sampling from Training Budget in Class-Imbalanced CT Body Composition Segmentation

Class imbalance is a fundamental challenge in medical image segmentation, where frequent classes typically dominate training at the expense of rare classes. Loss-based approaches m…

Jointly Learning Predicates and Actions Enables Zero-Shot Skill Composition

Learning from Demonstration (LfD) enables robots to learn complex behaviors from expert examples, yet existing approaches often fail to generalize to new compositions of known skil…

Company seems to be using an AI generated image based on my photo (same composition and fairly unique). How to tell if ChatGPT to blame vs company using image as template/model?

Benders’ Decomposition 101: How to Crack Open a Stochastic Program That’s Too Big to Swallow Whole

Whenever you can rewrite an optimization problem so that fixing some variables makes the rest separable, you could try Benders.…

Composition over Inheritance in Go: The Design Choice That Makes Microservices Boring in the Best Way

A senior Go engineer's practical explanation of composition, embedding, interfaces, polymorphism, any vs interface{}, and why this model fits concurrent microservices.…

The Mandalorian theme is the greatest Star Wars music not by John Williams

And it's got me so excited for The Mandalorian and Grogu…

Cops urge Bhopal woman's family to claim body ‘to prevent decomposition’: ‘Requires -80°C’

On Wednesday, Bhopal Police asked the victim’s family to take possession of her body, saying there were concerns it could begin decomposing. | India News…

Compositional Literary Primitives in Instruction-Tuned LLMs: Cross-Architectural SAE Features for Self, Style, and Affect

We characterize a compositional architecture of literary primitives in two instruction-tuned large language models (Llama 3.1 8B-Instruct and Gemma 2 9B-IT) via sparse autoencoders…

Composition of Memory Experts for Diffusion World Models

World models aim to predict plausible futures consistent with past observations, a capability central to planning and decision-making in reinforcement learning. Yet, existing archi…

Learning to Solve Compositional Geometry Routing Problems

We study the Compositional Geometry Routing Problem (CGRP), a unified superclass of traditional routing problems that covers point-only, line-only, area-only, and arbitrary hybrid …

Runtime-Structured Task Decomposition for Agentic Coding Systems

Agentic coding systems increasingly use large language models (LLMs) for software engineering tasks such as debugging, root cause analysis, and code review. However, many existing …

Vue 2 vs Vue 3 and Composition API vs Options API: complete comparison

Key differences between Vue 2 and Vue 3 (Proxy reactivity, tree-shaking, TypeScript), and an honest comparison between Composition API and Options API — strengths, weaknesses, and …