📰 更新每日AI简报 - 2026-02-28

2026-02-28 23:00:54 +08:00 · 2026-02-28 23:00:54 +08:00 · 2d21df3087
commit 2d21df3087
parent 37bd458c0b
3 changed files with 58 additions and 98 deletions
--- a/cache/seen_urls.json
+++ b/cache/seen_urls.json
@ -1,5 +1,5 @@
 {
-  "lastUpdate": "2026-02-27T16:08:50.053Z",
+  "lastUpdate": "2026-02-28T15:00:39.694Z",
  "urls": [
    "http://arxiv.org/abs/2602.23360v1",
    "http://arxiv.org/abs/2602.23359v1",
@ -131,6 +131,18 @@
    "https://github.com/login?return_to=%2ftukaani-project%2fxz",
    "https://github.com/sponsors/d4vinci",
    "https://github.com/sponsors/steipete",
-    "https://github.com/login?return_to=%2falibaba%2fopensandbox"
+    "https://github.com/login?return_to=%2falibaba%2fopensandbox",
+    "https://huggingface.co/papers/2602.23361",
+    "https://huggingface.co/papers/2602.21420",
+    "https://huggingface.co/papers/2602.20423",
+    "https://huggingface.co/papers/2602.22953",
+    "https://github.com/login?return_to=%2fshubhamsaboo%2fawesome-llm-apps",
+    "https://github.com/login?return_to=%2fruvnet%2fruflo",
+    "https://github.com/login?return_to=%2fnousresearch%2fhermes-agent",
+    "https://github.com/login?return_to=%2fsuperset-sh%2fsuperset",
+    "https://github.com/login?return_to=%2fpaddlepaddle%2fpaddle",
+    "https://github.com/login?return_to=%2fdatagouv%2fdatagouv-mcp",
+    "https://github.com/login?return_to=%2fwei-shaw%2fsub2api",
+    "https://github.com/login?return_to=%2fx-plug%2fmobileagent"
  ]
 }
--- a/daily/2026-02-28_en.md
+++ b/daily/2026-02-28_en.md
@ -1,67 +1,41 @@
 # AI Daily Brief - 2026-02-28

-> Collected at: 2/28/2026, 12:08:50 AM
-> Total items: 131
+> Collected at: 2/28/2026, 11:00:39 PM
+> Total items: 12

 ## 🔥 Top 10 Highlights

-1. sponsors/muratcankoylan
-   https://github.com/sponsors/muratcankoylan
+1. login?return_to=%2Fruvnet%2Fruflo
+   https://github.com/login?return_to=%2Fruvnet%2Fruflo

-2. login?return_to=%2Fruvnet%2Fclaude-flow
-   https://github.com/login?return_to=%2Fruvnet%2Fclaude-flow
+2. login?return_to=%2FShubhamsaboo%2Fawesome-llm-apps
+   https://github.com/login?return_to=%2FShubhamsaboo%2Fawesome-llm-apps

-3. Search More, Think Less: Rethinking Long-Horizon Agentic Search for Efficiency and Generalization
-   https://huggingface.co/papers/2602.22675
+3. login?return_to=%2FNousResearch%2Fhermes-agent
+   https://github.com/login?return_to=%2FNousResearch%2Fhermes-agent

-4. AgentDropoutV2: Optimizing Information Flow in Multi-Agent Systems via Test-Time Rectify-or-Reject Pruning
-   https://huggingface.co/papers/2602.23258
+4. login?return_to=%2Fsuperset-sh%2Fsuperset
+   https://github.com/login?return_to=%2Fsuperset-sh%2Fsuperset

-5. Accelerating Diffusion via Hybrid Data-Pipeline Parallelism Based on Conditional Guidance Scheduling
-   https://huggingface.co/papers/2602.21760
+5. login?return_to=%2Fdatagouv%2Fdatagouv-mcp
+   https://github.com/login?return_to=%2Fdatagouv%2Fdatagouv-mcp

-6. Exploratory Memory-Augmented LLM Agent via Hybrid On- and Off-Policy Optimization
-   https://huggingface.co/papers/2602.23008
+6. login?return_to=%2FWei-Shaw%2Fsub2api
+   https://github.com/login?return_to=%2FWei-Shaw%2Fsub2api

-7. login?return_to=%2Fruvnet%2Fwifi-densepose
-   https://github.com/login?return_to=%2Fruvnet%2Fwifi-densepose
+7. VGG-T^3: Offline Feed-Forward 3D Reconstruction at Scale
+   https://huggingface.co/papers/2602.23361

-8. login?return_to=%2Fbytedance%2Fdeer-flow
-   https://github.com/login?return_to=%2Fbytedance%2Fdeer-flow
+8. Overconfident Errors Need Stronger Correction: Asymmetric Confidence Penalties for Reinforcement Learning
+   https://huggingface.co/papers/2602.21420

-9. login?return_to=%2Fmoonshine-ai%2Fmoonshine
-   https://github.com/login?return_to=%2Fmoonshine-ai%2Fmoonshine
+9. MedCLIPSeg: Probabilistic Vision-Language Adaptation for Data-Efficient and Generalizable Medical Image Segmentation
+   https://huggingface.co/papers/2602.20423

-10. sponsors/obra
-   https://github.com/sponsors/obra
+10. General Agent Evaluation
+   https://huggingface.co/papers/2602.22953

 ## 📂 Categories

-### Agent Frameworks
-
- Toward Expert Investment Teams:A Multi-Agent LLM System with Fine-Grained Trading Tasks
-  http://arxiv.org/abs/2602.23330v1
- AgentDropoutV2: Optimizing Information Flow in Multi-Agent Systems via Test-Time Rectify-or-Reject Pruning
-  http://arxiv.org/abs/2602.23258v1
-
-### AI Infrastructure / Inference Optimization
-
- Bitwise Systolic Array Architecture for Runtime-Reconfigurable Multi-precision Quantized Multiplication on Hardware Accelerators
-  http://arxiv.org/abs/2602.23334v1
- Invariant Transformation and Resampling based Epistemic-Uncertainty Reduction
-  http://arxiv.org/abs/2602.23315v1
- Agency and Architectural Limits: Why Optimization-Based Systems Cannot Be Norm-Responsive
-  http://arxiv.org/abs/2602.23239v1
- InnerQ: Hardware-aware Tuning-free Quantization of KV Cache for Large Language Models
-  http://arxiv.org/abs/2602.23200v1
- Assessing Deanonymization Risks with Stylometry-Assisted LLM Agent
-  http://arxiv.org/abs/2602.23079v1
- Rejection Mixing: Fast Semantic Propagation of Mask Tokens for Efficient DLLM Inference
-  http://arxiv.org/abs/2602.22868v1
- Differentiable Zero-One Loss via Hypersimplex Projections
-  http://arxiv.org/abs/2602.23336v1
- FairQuant: Fairness-Aware Mixed-Precision Quantization for Medical Image Classification
-  http://arxiv.org/abs/2602.23192v1
-
 ---
 *Generated by AINewsCollector*
--- a/daily/2026-02-28_zh.md
+++ b/daily/2026-02-28_zh.md
@ -1,67 +1,41 @@
 # AI Daily Brief - 2026-02-28

-> 采集时间: 2026/2/28 00:08:24
-> 总条目: 131
+> 采集时间: 2026/2/28 23:00:27
+> 总条目: 12

 ## 🔥 Top 10 重要消息

-1. 《构建、优化与调试智能体系统：全面智能体技能集》
-   https://github.com/sponsors/muratcankoylan
+1. Claude智能多代理编排平台：构建企业级对话AI系统
+   https://github.com/login?return_to=%2Fruvnet%2Fruflo

-2. Claude智能多代理编排平台：构建企业级对话AI系统
-   https://github.com/login?return_to=%2Fruvnet%2Fclaude-flow
+2. 《基于开源模型构建的LLM应用集与AI代理RAG技术》
+   https://github.com/login?return_to=%2FShubhamsaboo%2Fawesome-llm-apps

-3. “深度搜索，少思多行：重思长周期智能搜索以提升效率和泛化能力”
-   https://huggingface.co/papers/2602.22675
+3. Hermes-Agent：革新登录体验的智能代理技术
+   https://github.com/login?return_to=%2FNousResearch%2Fhermes-agent

-4. 多智能体系统信息流优化：AgentDropoutV2测试时剪枝技术
-   https://huggingface.co/papers/2602.23258
+4. AI时代IDE：运行Claude Code、Codex等AI代理的代码军
+   https://github.com/login?return_to=%2Fsuperset-sh%2Fsuperset

-5. 基于条件指导调度的混合数据管道并行加速扩散模型
-   https://huggingface.co/papers/2602.21760
+5. “法语开放数据平台AI聊天机器人对话式数据检索与分析MCP服务器”
+   https://github.com/login?return_to=%2Fdatagouv%2Fdatagouv-mcp

-6. 混合策略强化学习：探索性记忆增强大型语言模型代理
-   https://huggingface.co/papers/2602.23008
+6. Sub2API-CRS2：一站式中转服务，统一接入AI平台，高效拼车共享
+   https://github.com/login?return_to=%2FWei-Shaw%2Fsub2api

-7. 基于WiFi的颠覆性全身姿态估计系统InvisPose：实时穿墙追踪
-   https://github.com/login?return_to=%2Fruvnet%2Fwifi-densepose
+7. VGG-T^3：大规模离线前馈3D重建技术
+   https://huggingface.co/papers/2602.23361

-8. 开源SuperAgent工具，融合沙箱、记忆、工具、技能与子代理，高效处理多级任务
-   https://github.com/login?return_to=%2Fbytedance%2Fdeer-flow
+8. 强化学习需强化自信校正：不对称置信惩罚提升可验证奖励学习
+   https://huggingface.co/papers/2602.21420

-9. 边缘设备快速精准语音识别技术突破
-   https://github.com/login?return_to=%2Fmoonshine-ai%2Fmoonshine
+9. MedCLIPSeg：基于概率视觉-语言适应的医学图像分割高效泛化
+   https://huggingface.co/papers/2602.20423

-10. 构建智能体技能框架与软件开发方法论新范式
-   https://github.com/sponsors/obra
+10. 通用智能体评估：突破特定领域限制，迈向通用任务执行
+   https://huggingface.co/papers/2602.22953

 ## 📂 分类汇总

-### Agent 框架
-
- 构建专家级投资团队：细粒度交易任务的多智能体LLM系统
-  http://arxiv.org/abs/2602.23330v1
- 多智能体系统信息流优化：AgentDropoutV2测试时剪枝技术
-  http://arxiv.org/abs/2602.23258v1
-
-### AI 基础设施 / 推理优化
-
- 硬件加速器上基于位运算的运行时重构多精度量化乘法阵列架构
-  http://arxiv.org/abs/2602.23334v1
- 基于不变变换与重采样减少认知不确定性的AI模型
-  http://arxiv.org/abs/2602.23315v1
- 基于规范响应的优化系统无法适应机构与架构限制
-  http://arxiv.org/abs/2602.23239v1
- 硬件感知无调优量化KV缓存，优化大语言模型解码效率
-  http://arxiv.org/abs/2602.23200v1
- 利用文体学辅助LLM代理评估匿名化风险
-  http://arxiv.org/abs/2602.23079v1
- 拒绝混合：高效DLLM推理中掩码标记快速语义传播技术
-  http://arxiv.org/abs/2602.22868v1
- 基于超单纯形投影的可微分0-1损失
-  http://arxiv.org/abs/2602.23336v1
- 公平量化：医疗图像分类的公平感知混合精度量化
-  http://arxiv.org/abs/2602.23192v1
-
 ---
 *Generated by AINewsCollector*