arXiv

SovereignPA-Bench: Evaluating User-Owned Personal Agents under Evolving Intent, Platform Mediation, and Consent Constraints

Personal agents are becoming persistent user-owned intermediaries: they remember preferences, filter platform-mediate...

AI 聚合
2026-07-07
arXiv

REDDIT: Correcting Model-Generated Timestamp Drift in ASR without Forgetting via Replay-Based Distribution Editing

Modern autoregressive ASR systems can emit timestamps as decoded tokens, enabling timestamped transcription without f...

AI 聚合
2026-07-07
arXiv

SPEARBench: A Benchmark for Naturalness Evaluation in Streaming Speech-to-Speech Language Models

Streaming speech-to-speech language models aim to answer spoken queries directly with synthetic speech. However, stan...

AI 聚合
2026-07-07
arXiv

GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks

For robots to work reliably in commercial and industrial applications, can recent advances in agentic coding systems ...

AI 聚合
2026-07-07
arXiv

Cortex: A Bidirectionally Aligned Embodied Agent Framework for Long-horizon Manipulation

While recent Vision-Language-Action (VLA) models show promise toward generalist manipulation policies, they struggle ...

AI 聚合
2026-07-07
arXiv

What Does a Discrete Diffusion Model Learn?

What does a discrete diffusion model learn: a denoiser, a score ratio, or a bridge plug-in predictor? At the level of...

AI 聚合
2026-07-07
arXiv

Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation

Visual generators excel at rendering, but they confidently fabricate what they do not know. User requests are unbound...

AI 聚合
2026-07-07
arXiv

LLM-as-a-Verifier: A General-Purpose Verification Framework

Scaling pre-training, post-training, and test-time compute have become the central paradigms for improving the capabi...

AI 聚合
2026-07-07
arXiv

Interpretable Human-Label-Free Deep Learning for Real-Bogus Classification with Uncertainty Quantification

Time-domain surveys generate many transient candidates, making Real-Bogus classification a critical step in automated...

AI 聚合
2026-07-07
arXiv

Weak-to-Strong Generalization via Direct On-Policy Distillation

Reinforcement learning with verifiable rewards (RLVR) is a powerful recipe for improving language-model reasoning, bu...

AI 聚合
2026-07-07
arXiv

From Fixed to Free Cameras: Calibration-Free View-Robust Vision-Language-Action Model

Real-world robot deployment rarely maintains the training-stage camera setup, where cameras often experience repositi...

AI 聚合
2026-07-07
HuggingFace

Speaker-Disentangled Chunk-Wise Regression for Syllabic Tokenization

Unsupervised syllabic tokenization aims to learn discrete syllabic tokens that capture latent linguistic content-rela...

AI 聚合
2026-07-07
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