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马斯克带火的太空算力领域，传一个 800MB 模型上天要四周
「所有劝我不要干太空算力的朋友，现在全在干太空算力。」 太空字节联合创始人秦贵军这样描述过去一年。这家公司 2024 年底成立，做的是太空数据中心；他本人参与过北斗导航重大专项，在卫星行业干了十几年。…
- 那些劝过他的朋友也大多是同一个画像：传统航天出身，两年前还觉得把算力送上天是个不着调的故事，如今已经用脚投票。
- 他画过一张国内太空算力的行业热力图，从长三角到北京亦庄、中关村，再到成都、西安、合肥，玩家已经超过三十家，正在往四十家走。
- 2026 年 6 月 12 日，SpaceX 以每股 135 美元、约 1.
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A decodability criterion predicts when hidden-state selection beats majority voting in large language models
arXiv:2608.…
- 17124v1 Announce Type: new Abstract: Combining the answers a large lan…
- Voting is unreliable on difficult questions, where the sampled answers…
- Selecting a candidate by reading a correctness signal from the model's…
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DiSCO: Defending text-to-image generation through distribution-guided contrastive prompt optimization
arXiv:2608.…
- 17067v1 Announce Type: new Abstract: As text-to-image generative model…
- Existing defenses predominantly operate under white-box assumptions, r…
- Black-box alternatives based on LLM prompt rewriting offer broader app…
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KernelArc: A Multi-Agent Framework for GPU Kernel Optimization
arXiv:2608.17071v1 Announce Type: new Abstract: We present KernelArc, a multi-agent framework for autonomous GPU kernel optimization across heterogeneous workloads.…
- Strategy-specialized agents run in parallel and coordinate through con…
- We evaluate \kernelarc{} on NVIDIA H100 and B200 GPUs using category-r…
- The resulting implementations span custom BF16 GEMM, static cuBLASLt E…
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Memory Is Communication: The Frontier Between Remembering and Signaling
arXiv:2608.17053v1 Announce Type: new Abstract: A bounded agent may obtain information for a decision from its own past, from peers, or from both sources.…
- Retaining task-relevant history can reduce later communication, while …
- Under limits on both resources, how should an agent allocate its infor…
- Given a fixed task and decision rule, the memory and message rate pair…
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SkillEffect: Checked Lowering for Memory-Bounded Agent Tools
arXiv:2608.…
- 17007v1 Announce Type: new Abstract: Agent Skills can specify procedur…
- However, when models turn this guidance into code for existing tool in…
- We present SkillEffect, a checked-lowering runtime for computations wi…
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Carnan and ASICS Reunite for a Purple-Draped GEL-CUMULUS 16
Name: Carnan x ASICS GEL-CUMULUS 16 “Path II”Colorway: “Path II”SKU: TBCMSRP: TBCRelease Date: August 19Where to Buy: Carnan, ASICS BrazilFollowing up on the success of their inaugural partnership back in 2024, Brazilian label Carnan and ASICS have reunited to unveil the second chapter of their collaborative "Path" project.…
- The Carnan x ASICS GEL-CUMULUS 16 “Path II” sneaker retains the black …
- A deep, muted purple hue now dominates the upper, representing the flo…
- A brown insole connects back to the roots of the collaboration, reinfo…
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Snoopy in Style to Open Exhibition in New York’s Meatpacking District on Sept. 2
A spectrum of brands — including Coach, Michael Kors Collection, Christopher John Rogers, Tommy Hilfiger, and GapStudio designed by Zac Posen — have designed custom-made pieces for Snoopy and Woodstock plush dolls.
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Solar Power Passes 3 Terawatts!
Solar power has passed another big milestone.Solar has reached and quickly surpassed the 3-terawatt — yes, terawatt — marker globally.…
- That’s how much solar power is installed across the world.
- Naturally, a lot of the growth was from China, but a lot of it was als…
- [continued] The post Solar Power Passes 3 Terawatts!
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支付宝“阿宝”跨端服务落地16家车企 新增60余家定点合作
8月17日，国内首届智能体商业生态合作伙伴大会于杭州正式举办。支付宝携手比亚迪、吉利汽车、理想、蔚来、东风汽车、深蓝汽车、上汽乘用车、一汽奔腾等主流整车企业，联动千问、华为、OPPO等大模型及终端头部厂商，共计20余家生态伙伴，共同发起多智能体互联协同生态共建计划，加速智能体商业从技术概念走向规模化商用落地。…
- 本次生态共建，各方将依托各自技术积淀与产品优势，探索多智能体可信协同标准化路径，彻底打破跨设备、跨主体的智能服务孤岛。
- 通过统一的智能体联动机制，用户可依托自然语言交互，在不同智能终端、不同厂商智能体之间，获得连贯、安全、闭环的办事与交易服务，全面升级全场景智…
- 大会上，支付宝正式发布国内首个AHA多智能体跨端互联协议体系。
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The Problem Is the Problem: Towards Scalable Mathematical Discovery
arXiv:2608.16977v1 Announce Type: new Abstract: AI systems are increasingly capable of contributing to mathematical research.…
- In research practice, frontier-model reasoning is a limited resource, …
- Allocating these scarce resources well is therefore central to making …
- In most current AI-for-math workflows, human effort is concentrated at…
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FedPref: Federated Preference Learning for Structured Radiology Report Extraction
arXiv:2608.…
- 16971v1 Announce Type: new Abstract: Radiology reports describe findin…
- Learning this extraction requires labels that are unevenly distributed…
- We introduce FedPref: frozen public language models propose alternativ…
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The Price of Thinking: Reasoning Effort as a Model-Specific API Contract
arXiv:2608.…
- 16956v1 Announce Type: new Abstract: API buyers purchase a dated contr…
- We study the reasoning-effort term through a registered paired contras…
- Every paid attempt was assigned one frozen terminal category, and infe…
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Runtime Governance for Agentic AI: Action-Boundary Control with Trusted Provenance and Fail-Closed Execution
arXiv:2608.16891v1 Announce Type: new Abstract: Agentic AI systems request tool actions that can modify files, send messages, launch jobs, or change workflow state.…
- This shifts the safety problem from harmful text generation to harmful…
- Prompt-level governance can shape model behavior, but it does not crea…
- We introduce Aegis, a runtime governance system that treats model outp…
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GxP-Agent: Process-DAG Topology for Reliable Clinical Trial Programming with LLM Agents
arXiv:2608.…
- 16890v1 Announce Type: new Abstract: Clinical trial programming -- tra…
- We introduce GxP-Agent, a multi-agent system that encodes regulatory p…
- On CDISC-Bench, a new execution-based benchmark built from the FDA pil…
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