具身智能落地的最后20%，藏在「云」里

今年的WAIC和WRC，具身智能展台的风向变了：不再执着于炫技，转向务实。去年的画风还是十八般武艺，同台竞技——机器人跳街舞、格斗秀、走猫步等；而今年则是走进真实场景：机器人开始被放进物流、工业、家庭等具体任务里。…

• 过去一个多月，雷峰网一线走访了灵初智能、艾欧智能等具身智能公司，也看了各厂商在展台上的演示，一个感受越来越强烈：真实场景里的任务，远比Dem…
• 在走访和交流中，雷峰网也与多位云专家进行了交流。
• 当被问及机器人落地、商业化时，一位云专家表示，具身智能存在明显的“长尾效应”：前60%、70%、80%的进展可能很快，但最后20%却需要花非…

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Analysis of Prompt Engineering for Drug Toxicity Prediction

arXiv:2609.03635v1 Announce Type: new Abstract: Clinical trials in the UK can cost up to {\pounds}1.…

• 3 million, with approximately 90% drug failure rate.
• Toxicity is a major contributing factor in drug failure.
• Testing is time and cost intensive.

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A computable representation of the physical laboratory enables verifiable workflows

arXiv:2609.…

• 03621v1 Announce Type: new Abstract: Making science computable require…
• A computable representation of the physical laboratory is established …
• It provides the physical-world counterpart to machine-readable knowled…

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KC-Bench: A Dynamic Interactive Benchmark for Evaluating Knowledge Conflicts in LLM Agents

arXiv:2609.…

• 03588v1 Announce Type: new Abstract: As LLMs increasingly act through …
• We introduce KC-Bench, a controlled multi-turn benchmark for measuring…
• Its 238 tasks are manually screened from more than 1,000 generated can…

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HalluPeer: A Taxonomy-driven Benchmark for Detecting Hallucinations in Scientific Peer Reviews

arXiv:2609.…

• 03580v1 Announce Type: new Abstract: The growing scale of academic pee…
• Existing hallucination benchmarks are not designed for peer review, wh…
• We introduce HalluPeer, a benchmark for detecting hallucinations in sc…

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The Attention Triangle in Audio-Video Models

arXiv:2609.…

• 03586v1 Announce Type: new Abstract: Audio-video diffusion models rely…
• We study these models by probing and analyzing the ``attention triangl…
• Our analysis reveals that routing along the audio-video edge is bidire…

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BEAMS PLUS and PF Flyers Reinvent the GROUNDER BOOTS With Military Chino Cloth

Name: PF Flyers GROUNDER BOOTS BEAMS PLUS ExclusiveColorway: TBCSKU: TBCMSRP: ¥28,600 JPY (approx.…

• $182 USD)Release Date: September 4Where to Buy: BEAMS PLUSPF Flyers an…
• Available in Black, Olive, and Navy, the boots are crafted from BEAMS …
• Each pair is finished in tonal execution across the uppers, soles and …

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Purple Promo Codes and Deals: Up to 30% Off

On the hunt for the perfect mattress or pillow? Save on your soon-to-be favorite brand, Purple, with these Purple coupons and deals.

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Medicube Coupon Code: 40% Off for September 2026

Upgrade your K-beauty routine with these active Medicube promo codes. Save on Age-R devices, serums, and masks with student discounts and referral rewards.

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Mattress Firm Coupons: Save up to $700

Use a Mattress Firm promo code to save on top mattresses, score a free adjustable base, and unlock up to $300 in instant credits.

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Sportsman's Warehouse Promo Code: Save in September 2026

Whether you are hunting for firearms, camping supplies, or boating gear, use these Sportsman’s Warehouse coupons to maximize your savings in September 2026.

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Foreo Discount Codes and Deals: Up to 50% Off

Save on Foreo favorites, including LUNA cleansing brushes, BEAR microcurrent devices, and masks and accessories to level up your daily skincare routine at home.

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Gspikes: Planning a Drupal Migration: The 90-Day Calendar

The 52-step checklist tells you what to do.…

• This is the calendar those steps actually run against — a realistic 90…

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Tesla announces Robotaxi has driven 1 million unsupervised miles

Tesla said today that its Robotaxis have driven a total of 1 million miles without a human driver supervising them.…

• The number is more than double what we heard at the last check-in just…

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让测试更加绿色可持续

点击查看原文>

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GPT-6 Astra 正式登场：烧了 10万块 GPU、多项跑分逼近满分，OpenAI 开启“AGI时代”

点击查看原文>

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GPS-Bench: A Governance Policy Benchmark for Automating Policy Analysis

arXiv:2609.…

• 03553v1 Announce Type: new Abstract: Policy analysis requires more tha…
• LLM-based policy simulations model these processes at scale, but their…
• We introduce GPS-Bench, an evidence-grounded benchmark for governance …

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Dalek: A Constructive Agent Machine

arXiv:2609.…

• 03546v1 Announce Type: new Abstract: We present Dalek, a closed machin…
• The machine is built from three primitives---actors, messages, and cha…
• Four obligations---a host boundary, a construction language, admissibl…

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Feature Reconfiguration With Visual Prior for Medical Lesion Segmentation

arXiv:2609.03535v1 Announce Type: new Abstract: Lesion segmentation in medical images plays a critical role in clinical diagnosis and treatment planning.…

• Despite significant advances, lesion segmentation remains challenging …
• Existing encoder-decoder based methods mainly focus on enhancing featu…
• However, they lack early prior guidance and feature reconfiguration du…

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NeoRed: A Knowledge-Logic-Alignment Multimodal Large Language Model for Neonatal Respiratory Disease Diagnosis

arXiv:2609.…

• 03527v1 Announce Type: new Abstract: Neonatal respiratory diseases are…
• Despite recent advances, existing Multimodal Large Language Models (ML…
• To address these challenges, we collect two real-world clinical datase…

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CulturalMenuBench: Probing the Knowledge-Application Gap in Multimodal Culinary Reasoning

arXiv:2609.…

• 03526v1 Announce Type: new Abstract: Multimodal language models achiev…
• To probe this distinction, we introduce CulturalMenuBench, a benchmark…
• Evaluating 12 models exposes a substantial knowledge-application gap: …

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文章频道 - 疑似机翻受害者+1：麦当劳

太狂了！“机翻受害者”名单又添一员大将：麦当劳，我的麦麦！网友@Ealing的加州记事本看到洛杉矶麦当劳的中文文案，发文吐槽：“每次路过都想让麦当劳别再用机翻了。中文广告要不咱找个人审核一下吧”广告牌长这样任何杯装 $1.…

• 太狂了评论区炸出一堆机翻受害者：“我的美国医生说你可以尽情打我”“1的99次方，确实太狂了”还有人以为这是讽刺，因为APP里只要0.
• 99这是真受害者这个命令界面真的太熟悉了哈哈哈哈饮水机上写“烫伤主义”，那很摇滚了？
• “炸鸡和喷泉饮料的组合”阿迪进城办事，以后也是经典永流传了目前不太清楚原文到底是that's crazy，还是so amazing，或者it…

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Must-See Booths at Frieze Seoul 2026

It’s clear skies ahead for Frieze Seoul 2026, even against the odds of shaky August rains.…

• The mega fair rolled back into its fifth edition at COEX through Septe…
• Since first landing in 2021, Frieze Seoul has grown into one of the es…
• And along with a record 133 galleries from 30 countries in attendance …

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What to Watch: Despite Conflict, Design Companies Remain Committed to the Middle East

Export data from March shows sharp decline in exports to countries and key markets targeted by Iranian missiles.

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