Canada Needs Industrial Policy That Lets The Market Say No

Mark Carney’s industrial-policy agenda has reopened a debate Canada never really escaped: when should government build, finance or shape productive capacity, and when should it leave the result to markets?…

• The proposed C$25 billion Canada Strong Fund makes the question concre…
• [continued] The post Canada Needs Industrial Policy That Lets The Mark…

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DirEAG: Dirichlet Evidence Aggregation for Calibrating Verbalized Confidence in Mathematical Reasoning

arXiv:2608.…

• 20717v1 Announce Type: new Abstract: Reliable confidence estimation is…
• When the same problem is queried under multiple confidence-steering pr…
• Existing black-box uncertainty methods often rely on answer agreement,…

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VortexChat: An agentic framework for autonomous multi-objective integrated photonic design

arXiv:2608.…

• 20688v1 Announce Type: new Abstract: The advancement of modern integra…
• While inverse design offers an alternative, it remains constrained by …
• To address these issues, we present VortexChat, an agentic framework f…

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CDRL: Certification-Driven Reinforcement Learning for Neutrino Flavor Model Discovery

arXiv:2608.20686v1 Announce Type: new Abstract: Many scientific discovery problems require searching combinatorial hypothesis spaces under complex domain constraints.…

• Reinforcement learning (RL) offers a promising approach, but existing …
• We introduce Certification-Driven Reinforcement Learning (CDRL), a fra…
• When a candidate violates domain constraints, these tools produce cert…

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Why2Speak: Faithful Reasoning for Abstaining Action Policies

arXiv:2608.…

• 20670v1 Announce Type: new Abstract: Many agentic systems must repeate…
• We study this problem through intervention timing in multi-party conve…
• This setting exposes class imbalance, asymmetric action costs, and the…

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DreamBench-SWE: A Multi-Session Memory-Hygiene Benchmark for Software Agents

arXiv:2608.…

• 20664v1 Announce Type: new Abstract: DreamBench-SWE is a multi-session…
• We report the original scaled v2 fold and a separately preregistered v2.
• 1 successor audit designed after that study but frozen before successo…

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Pokémon Unveils 30th Anniversary Pikachu Figurine Set

SummaryPokémon has officially announced the 30th Anniversary Pikachu Figurine Set from its Dream Art seriesEach blind-box set includes a 3D Pikachu figure a matching foil trading card and a six-card 30th Anniversary Celebration booster packThe collection features 13 total figurine variations including a rare hidden secret designPokémon has officially announced the 30th Anniversary Pikachu Figurine Set as part of its ongoing "Dream Art" series.…

• The commemorative release celebrates three decades of the franchise by…
• Designed to recreate the color layers and brushstrokes of card illustr…
• Each box contains one random Pikachu figure alongside its matching foi…

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“我们破坏了你们所有的应用”：React Router v8 引发争议，有开发者转向 TanStack Router

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形界智能：沿用两段式架构，是市场对 AI 实时视频的最大误判

作者｜Cynthia 编辑｜郑玄 投资人广撒网式布局，但真正的全域沉浸式生成，还少之又少。2024 年 8 月 27 日，DOOM 里的一声枪响，在 2026 年年中的资本市场，听到了震耳欲聋的回响。…

• 这一天，一段《DOOM》的游戏画面出现在 Google Research、Google DeepMind 和特拉维夫大学研究团队公布的演示里。
• 棕红色的墙壁，幽暗的走廊，像素化的枪口，玩家移动，怪物出现。
• 然后，玩家按下键盘，枪响了。

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Auditable by Construction: An Ontology-Driven Framework for Trustworthy LLM Analytics in Enterprise Finance

arXiv:2608.…

• 20661v1 Announce Type: new Abstract: Enterprise adoption of large lang…
• This paper argues that retrieval-augmented generation for enterprise f…
• An evaluation on FinanceBench (145 questions) compares KDAF against ze…

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Beyond Effectiveness: A Multi-Criteria Framework for Comparing Practical Socio-Technical Interventions

arXiv:2608.…

• 20649v1 Announce Type: new Abstract: Designers and policymakers in soc…
• Prior work tends to evaluate interventions individually and mostly alo…
• We present a multi-criteria framework for evaluating sociotechnical in…

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SAGE: A Unified Algebra and Self-Adaptive Execution for AI Functions in SQL

arXiv:2608.…

• 20630v1 Announce Type: new Abstract: SQL systems increasingly expose A…
• Despite their diverse APIs, these functions play only three relational…
• We present SAGE (Self-Adaptive Generative Execution), a unified logica…

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Weighted Memory Tree: Remembering What Matters for Long-Horizon LLM Agents

arXiv:2608.…

• 20631v1 Announce Type: new Abstract: Large language model (LLM) agents…
• Existing memory approaches organize or compress execution histories bu…
• We introduce the, a hierarchical memory system that organizes executio…

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Applying Anthropic Primitives at Large Enterprises: Harness Paradigm for Knowledge Work

arXiv:2608.…

• 20622v1 Announce Type: new Abstract: Frontier models have collapsed th…
• The cost of reviewing and maintaining that code hasn't collapsed.
• Each solution drifts from the next; understanding one means reading it…

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项目频道 - 广告牌里住了个活人？Netflix这次宣发脑洞炸裂

最近，如果有人路过美国好莱坞日落大道，会看到一块造型奇特的巨型广告牌。它不再是扁平的，而是一个完整的房屋造型，房檐、屋顶、门窗一应俱全，甚至透过窗户还能看到温馨的家具陈列。而这间房子里真的住着一个活生生的真人。…

• 这位男子每天穿着浴袍，在那个离地约30英尺（约9米）的小屋里生活。
• 他像在自己家一样听歌、看书、拉伸身体，偶尔还会隔着窗户向路人挥手，或者在白板上写字与下方好奇的群众交流。
• 这种“现实版楚门的世界”迅速引发了围观。

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极端磁场改变光传播方式

天文学家首次利用天然极端磁场，即对磁星信号的观测研究，为 90 年前德国物理学家海森堡作出的量子电动力学预言提供了迄今最有力的证据：看似空无一物的真空，在极端磁场中会改变光的传播方式，产生真空双折射效应。…

• 研究人员利用 NASA 成像 X射 线偏振探测器，对编号 1E 1547.
• 0-5408 的射电磁星进行了观测，并结合国际空间站 X 射线望远镜以及澳大利亚帕克斯射电望远镜的数据展开分析。
• 磁星是大质量恒星爆炸后留下的致密残骸，拥有宇宙已知最强的磁场。

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Dual-Cache Latent Space Communication between Heterogeneous Language Models

arXiv:2608.…

• 20617v1 Announce Type: new Abstract: Multi-agent LLM systems split wor…
• They usually communicate by exchanging text, which puts autoregressive…
• Recent latent protocols instead translate the sharer's key-value (KV) …

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Evaluating Skills, Not Just Agents: Agentic Continuous Evaluation of Skills

arXiv:2608.…

• 20614v1 Announce Type: new Abstract: Enterprise agent programs are mov…
• Current gates often scan these artifacts for structure, style, and sec…
• We present ACES (Agentic Continuous Evaluation of Skills), a repositor…

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Difficulty-Aware Semantic-ID Optimization for Generative Recommendation

arXiv:2608.…

• 20611v1 Announce Type: new Abstract: Semantic-ID-based generative reco…
• A common recipe is SFT followed by GRPO, yet vanilla GRPO is poorly ma…
• Under the frozen SFT checkpoint, the exact target is absent from the f…

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FlavourBench: Ranking Frontier Language Models with Executable Culinary Ground Truth

arXiv:2608.20574v1 Announce Type: new Abstract: Open-ended language-model benchmarks usually inherit a judge: a human preference panel, another model, or a brittle exact-match key.…

• We introduce FlavourBench, an automated benchmark in which a versioned…
• Each task presents eight ingredients and asks for a three-ingredient p…
• We evaluate 27 frontier endpoints on an identical 534-task core spanni…

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Open-Weight Masked Introspection: Measuring What Language Models Can Report About Their Own Computation

arXiv:2608.20569v1 Announce Type: new Abstract: Are frontier models able to introspect about their internal states?…

• Recent work suggests that under certain conditions a complex enough mo…
• We tested that claim on eight open-weight models from seven families a…
• To test it we built Open-Weight Masked Introspection (OWMI), a framewo…

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文章频道 - 通用AI助手，难逃互联网老路？

AI助手会推荐，不等于会做生意。文｜刘诗雨；编辑｜孙静；来源：降噪NoNoiseAI助手终于开始认真谈钱了。这个夏天，国内头部AI助手陆续把收费摆上台面。千问开始尝试会员服务，豆包则两头下注：一边推出专业版，直接从用户钱包里收钱；另一边盯上酒店等本地生活订单，准备从交易结果里抽佣。…

• 过去几年，大厂做AI助手的逻辑统一：先卷用户规模，赚钱以后再说。
• 当行业还在争论谁是「中国ChatGPT」时，用户规模几乎是首要指标。
• 仿佛谁先成为几亿人手机里的AI入口，盈利模式便会自然长出来。

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折叠 iPhone 最全爆料汇总：用过的都说好，但有两个大缺点

今年是折叠屏诞生的第七个年头，苹果终于要交出他的第一份答卷。彭博社记者 Mark Gurman 给出了迄今为止最接近「上手体验」的爆料。…

• 按照 Gurman 的说法，他已经与数名实际使用过折叠 iPhone 的人士交流，几名体验者给出的反馈颇为一致： 这台手机放进口袋里的感觉不…
• Gurman 提到，折叠 iPhone 的影像表现也可圈可点——这意味着苹果并不会像 iPhone Air 那样走极端，放弃 iPhone …
• 当然，这台折叠屏的售价，可能是更大的问题——目前来看，折叠 iPhone 售价估计会超过 2000 美元，折合人民币超过一万五。

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阿里视频大模型Wan3.0正式上线，行业评价“稳定、真实、有质感”

8月24日，阿里巴巴视频生成大模型Wan3.0正式上线。该模型在生成时长、万能创作、全能参考以及真实世界还原等维度全面升级，单次可生成30秒视频，并首次支持doc、xls、ppt、pdf、md等文档格式输入，力求准确还原真实世界。…

• 公测以来，见证Wan模型家族历次更新的创作者表示，Wan3.
• 从企业用户体验来看，Wan3.
• 0收到的反馈高度一致，“稳定、真实、有质感”是被反复提到的三个关键词。

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