OPDSearch+: On-Policy Distillation with RL Refinement for Search-Augmented Reasoning
arXiv:2608.24310v1 Announce Type: new Abstract: Search-augmented reasoning remains difficult for small language models. On-policy distillation (OPD) from trained teachers offers…
Mechanistic Circuit Identification for Controllable Data Generation
arXiv:2608.24065v1 Announce Type: cross Abstract: While recent advances in data synthesis aim to curate high-quality datasets, most generation pipelines still…
ORBITALIF: An Efficient Spiking Federated Learning Framework for Onboard Cloud Removal
arXiv:2608.24073v1 Announce Type: cross Abstract: Low-earth-orbit (LEO) satellites enable high-resolution, large-scale Earth observation for applications such as disaster monitoring and…
Cross-Domain, Multi-Task Data-to-Text Generation without In-Domain Training Data
arXiv:2608.23391v2 Announce Type: replace-cross Abstract: Structured data exists in many forms (tables, knowledge graphs, charts, and time series), and converting…
LOCKS: Page-Local Compact Key Summaries for Efficient Long-Context Decoding
arXiv:2607.24555v2 Announce Type: replace-cross Abstract: Serving large language models at long context is bottlenecked by the key-value (KV) cache, which…
VideoHarness-RSI: Recursive Harness Self-Improvement for Long-Video Understanding with Frozen Vision-Language Models
arXiv:2608.24302v1 Announce Type: new Abstract: Long-video understanding depends critically on how a limited model context is constructed from a much…
KVBoost: Chunk-Level Key-Value Cache Reuse with Deviation-Guided Recomputation for Efficient Large Language Model Inference
arXiv:2608.21362v1 Announce Type: new Abstract: Transformer-based large language models (LLMs) incur high prefill latency because key-value (KV) tensors must be…
Atom Learning Model (ALM): how a real classroom got tokenised
arXiv:2608.21106v2 Announce Type: replace-cross Abstract: The Atom Learning Model (ALM) tokenises a school curriculum. Two secondary mathematics textbooks were read…
AI Alignment and Fiduciary Obligation
arXiv:2608.02660v2 Announce Type: replace-cross Abstract: Advanced AI assistants engage users in extended interactions across a widening range of roles, including…
