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Fable gets another bump
Anthropic has extended the availability of its Fable 5 model for paid subscribers and maintained increased rate limits for Claude Code through July 19.
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又有11家沪市公司新增回购计划，回购金额上限为13.06亿元
Multiple listed companies on the Shanghai Stock Exchange disclosed new share buyback plans.
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华东重机：全资子公司担保额度调至不超12亿元
Huadong Heavy Equipment adjusted its wholly-owned subsidiary's maximum guaranteed credit line with a bank.
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AlphaZero in Sparsely Rewarded Games: Limits and Auxiliary Supervision
This study investigates the performance limits of the AlphaZero algorithm in sparsely rewarded, solved games and explores the impact of auxiliary supervision.
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Eluna: An Agentic LLM System for Automating Warehouse Operations with Reasoning and Task Execution
Eluna is a graph-guided, multi-agent framework designed to automate warehouse operations by reliably executing complex standard operating procedures.
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A Unified Approach to Interpreting Knowledge Distillation for Large Language Models via Interactions
This paper proposes a unified approach to explain the mechanisms of knowledge distillation in large language models by decomposing output scores into multi-variable interactions.
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ProofCouncil: An LLM Agent for Solving Open Mathematical Problems
ProofCouncil is a newly introduced mathematical agent that utilizes an author-critic architecture to solve open mathematical problems.
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Beyond Fixed Representations: The Vocabulary and Verifier Gaps in Open-Ended AI
This paper examines the structural limitations of modern AI systems, focusing on the vocabulary and verifier gaps that restrict their performance in open-ended reasoning tasks.
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Long-Horizon-Terminal-Bench: Testing the Limits of Agents on Long-Horizon Terminal Tasks with Dense Reward-Based Grading
The paper introduces Long-Horizon-Terminal-Bench, a benchmark designed to evaluate AI agents on complex, long-duration tasks using dense, reward-based grading.
2
三菱汽车将量产人形机器人，未来或考虑对外销售
Mitsubishi Motors has announced plans to mass-produce humanoid robots in partnership with startup Highlanders by 2027, initially for internal factory use before potential commercial sales.
2
欧洲六月热浪致谷物减产，估值损失逾20亿欧元
A heatwave across Europe in June resulted in a significant drop in cereal production, causing over two billion euros in economic losses.
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滔搏旗下超百家企业已注销
Footwear retailer Topsports has cancelled over a hundred of its corporate entities and branches amid changes to Nike's online distributor network.
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世运电路：拟2亿元-3亿元回购公司股份，回购价不超55元/股
Shiyun Circuit has announced a share repurchase plan valued between 200 million and 300 million yuan for employee equity incentives.
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Recreating 10 km/s Flight Conditions: How China JF-22 Hypersonic Wind Tunnel Works
China's JF-22 hypersonic wind tunnel is capable of simulating extreme flight conditions to support the development of advanced aerospace vehicles.
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Instruction Set and Language for Hypergraphs
The paper introduces IsalHG, a method that represents finite, connected hypergraphs as compact instruction strings processed by a virtual machine.
2
恒指收涨1.33%，恒生科技指数涨1.98%
Market reports indicate significant stock price volatility for various Chinese technology and semiconductor companies.
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问界母公司突发亏损预警！一季度还在盈利
Seres, the parent company of the Huawei-partnered AITO electric vehicle brand, has issued a sudden loss warning for the second quarter despite being profitable in the first quarter.
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MRUF: Multi-granularity Routing with Uncertainty-Aware Fusion for Robust Multimodal Sentiment Analysis
The proposed MRUF method improves multimodal sentiment analysis by dynamically routing and fusing language, visual, and acoustic cues based on their estimated reliability.
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A Production-Oriented Framework for Evaluation of SFX Generation
A new production-oriented framework has been developed to evaluate reference-guided sound effects generation systems based on realism, identity preservation, and efficiency.
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一位失忆患者，揭开了AI记忆的误区
New research explores the limitations of current AI memory models by examining cognitive patterns in patients with memory loss.
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Global Storage Expansion and Overseas Delivery Bottlenecks Open Super Era for Chinese Semiconductor Equipment
AI-driven storage expansion and overseas delivery delays are creating significant opportunities for Chinese semiconductor equipment manufacturers to expand their market share.
2
DCD Talks: Navigating global supply chains with Daniel Mendez Quintero, Hilti
Hilti's global head of data centers discussed strategies for maintaining resilient construction supply chains amidst the rapid growth of the data center industry.
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LLM cliché highlighter
A new utility tool has been released to identify and highlight common linguistic patterns and clichés frequently found in AI-generated text.
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French competition watchdog to review SFR's €20.35bn carve up
French regulators have announced an 18-month review process regarding the proposed restructuring of the telecommunications company SFR.