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2026-08-25:The full stack behind abunda;Jalapeño’s first results sho;Disrupting a new covert infl

日期
2026/08/25
今日条目
42

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#19

One Success Isn't Reliability: Thinkingbox, a Sandbox and Benchmark for Agents in Stateful Business Workflows

Recent agent benchmarks increasingly ground evaluation in executable environments, from code repair to web navigation, app APIs, and function calling. Yet completing consequential work beyond code requires more than prod

推荐理由One Success Isn't Reliability:Recent agent benchmarks increasingly ground evaluation in executable environments, from。
模型与评测HF daily papers
#21

Industrial-Instruction: An End-to-End Framework for Building Instruction-Tuning and Benchmark Datasets from Industrial Technical Reports

Industrial technical reports contain high-value knowledge for maintenance, troubleshooting, and product engineering, but their heterogeneous structure (dense prose, specifications, tables) makes them difficult to index a

推荐理由Industrial-Instruction: An End-to-End:Industrial technical reports contain high-value knowledge for maintenance。
模型与评测HF daily papers
#26

The Mask Is Not the Model: Auditing Prefix Invariance in Attention, State-Space, and Hybrid Sequence Models

We formalize prefix invariance: representations at position t must not depend on future inputs. We give a lightweight audit, two forward passes, no training or gradients, that localizes exactly where causality breaks. At

推荐理由The Mask Is Not the Model: Auditing:We formalize prefix invariance: representations at position t must not depend on future。
模型与评测HF daily papers
#30

Beyond the Stability-Exploration Dilemma: Environmental Regularization for LLM Policy Optimization

Policy optimization (PO) for Large Language Models faces a stability--exploration trade-off, currently mediated by an action-side Policy-KL regularizer. This puts practitioners in a double bind: keeping Policy-KL constra

推荐理由Beyond the Stability-Exploration:Policy optimization (PO) for Large Language Models faces a stability--exploration。
模型与评测HF daily papers