专题|RSI 与 Agent 自进化:站内内容地图与三条阅读路线
本站「RSI 与 Agent 自进化」专题入口页:把站内 11 篇原创深度与 14 条一手动态收进同一张地图——先给 30 秒定性(RSI 改"改进能力"、自进化改"任务表现"),再按概念/全景/证据/判定/事件/工程/治理七层分层索引,附三条按时间预算划分的阅读路线(30 分钟 / 2 小时 / 半天)、一页速查卡、收录标准与更新日志。
阅读全文 →
最新文章
LATEST 共 1554 条Online Draft Co-Training for Speculative Decoding in Large-Scale, Long-Context RL Post-Training
Speculative decoding accelerates rollout generation, which dominates the cost of reinforcement learning (RL) post-traini…
Scores Alone Do Not Prove Discovery: The Discovery Certification Protocol for Auditing AI Research Agents
AI research agents combine prior knowledge, public sources, and experimental feedback to produce useful results. The Dis…
ReactVAU: A Slow-Fast Decoupled Framework for Streaming Video Anomaly Understanding
In this paper, we propose ReactVAU, a Slow-Fast Decoupled Framework for real-time streaming Video Anomaly Understanding …
SpatialBlock: Enhancing Spatial Intelligence in LVLMs via Synthetic Block-Stacking Problem
Large Vision-Language Models (LVLMs) have achieved strong performance on diverse visual tasks, yet their ability to reco…
Harnessing CLIP and DINO: An Uncertainty-Aware Cascaded Fusion Network for Generalizable Deepfake Image Detection
The growing realism and accessibility of manipulated and generated faces threaten the trustworthiness of digital media. …
MOLE: Detecting Insider Threats in AI Agents
Model misalignment, prompt injection, or operator misuse could lead AI agents operating frontier-lab accounts to exfiltr…
OpenWAM: An Open, Modular Exploration Towards Systematic World-Action Model Pretraining
World-Action Models inherit world knowledge from video-generative priors, and channel it into executable control signals…
SQS: Bayesian DNN Compression through Sparse Quantized Sub-distributions
Compressing large-scale neural networks is essential for deploying models on resource-constrained devices. Most existing…
Encoded Early, Used Late: Where Transformers Begin to Act on an Inferred Partner's Expertise
A transformer can make an attribute linearly decodable in its residual stream at a depth where that attribute does not y…
DeepSeek、千问、智谱轮番登场,PC 厂商终于等到了它们的弹药
AMD 想用电脑把昂贵的 AI Token 账单降下来 #欢迎关注爱范儿官方微信公众号:爱范儿(微信号:ifanr),更多精彩内容第一时间为您奉上。
Revisiting Complete Reasoning Traces for Post-Training
Large language models (LLMs) are often post-trained on pre-collected reasoning trajectories to improve their reasoning c…
LatentPort: Beyond KV Cache - Cross-Model Transfer of Recurrent Memory in Hybrid Language Models: A 4B-to-9B Hybrid-State Handoff Without Target Prefix Replay
Can one language model hand its live memory to another without the receiver rereading the context? We demonstrate useful…