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#Anthropic

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10/6Tue
  2. 宝玉71

    SemiAnalysis 实测 Anthropic、OpenAI 等九家 AI 订阅套餐后得出，同样 200 美元，Claude 订阅折算的 Token 用量约为 OpenAI 的 5 倍。

    Awaiting translation

    QuotedSemiAnalysis@SemiAnalysis_

    Anthropic Subscriptions Offer 5x+ More Value Than OpenAI Limit testing every AI subscription plan from Anthropic, OpenAI, Meta, SpaceXAI, MiniMax, Moonshot, Zdotai, Cursor, and Cognition https://newsletter.semianalysis.com/p/anthropic-subscriptions-offer-5x

  3. 宝玉62

    OpenAI 宣布未来几周内对欧盟用户在 ChatGPT 和 Codex 生成的文字加入不可见水印，以满足欧盟《人工智能法案》要求，API 用户可在全球范围自行开启，默认关闭。

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    QuotedOpenAI@OpenAI

    We're expanding our approach to content provenance to include text in response to EU regulatory requirements, while recognizing the significant limitations of current text watermarking technology. Our tools already help verify whether an image or audio file was created with our models. This work builds on those efforts to help people better understand when content may have been generated or edited with an OpenAI model. In the EU, we’ll start watermarking eligible text from ChatGPT and Codex over the coming weeks to comply with the EU AI Act. Customers using our API can turn on text watermarking for select models worldwide today.

10/5Mon
  2. DEV Community · Claude Code22

    Claude Max 定价 2026：Max 5x 与 Max 20x 对比，5x 更划算

    Claude Max 5x 每月 100 美元、Max 20x 每月 200 美元，均仅支持按月计费，两档功能完全相同，差别只在用量是 Pro 的 5 倍还是 20 倍。对多数用户而言 Max 5x 更划算，多付的 100 美元只买到额度；两个 Max 5x 席位合计 200 美元，与一个 Max 20x 同价。Max 20x 仅在每个工作日都跑满 Pro 级限额时才值得。

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10/4Sun
10/2Fri
9/29Tue
9/26Sat
  3. Boris Cherny60

    Claude Tag 在 Slack 中现已支持个人连接器，可直接访问个人有权限的 Drive 文档、Salesforce 账号或数仓表，今天在 Teams 上线、下周面向 Enterprise 开放。

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    QuotedNoah Zweben@noahzweben

    Claude Tag in Slack can now use your personal connectors! You can now securely access that Drive doc, Salesforce account, or Warehouse table that you have personal access to right where the work happens. Avail. on Teams today and Enterprise next week https://claude.com/blog/claude-tag-now-supports-personal-connectors-in-channels

9/25Fri
9/23Wed
  1. Tproger · Программирование80

    Anthropic Releases Flagship Model Claude Opus 5.5

    On September 22, Anthropic released its flagship model Claude Opus 5.5, aimed at developers and teams who want agents to handle multi-step tasks like coding and data analysis. The company says it delivers better performance and lower cost than Opus 5.

    Why it matters: Anthropic's published pricing and the default workload cost reduction help developers estimate the migration cost for long-running agent tasks.

  2. Lovable · Blog60

    Lovable Ships Opus 5.5: Faster Builds, Quality on Par with Opus 5

    Lovable has shipped Opus 5.5, which the company says matches Opus 5 in results while cutting the number of steps by one-third to one-half. On Lovable's internal benchmarks, Opus 5.5 ties Opus 5 on 0-to-1 builds and iterative code changes, and comes out 4% to 6% ahead on validation discipline; across all reasoning effort levels, steps per task drop by 26% to 57% and input tokens fall by 21% to 59%, with the differences significant at the 95% confidence level.

    Why it matters: Lovable shares official comparison data between Opus 5.5 and Opus 5 on step counts and tokens, so readers can judge the real change in build efficiency.

9/19Sat
  1. Simon Willison · Coding Agents65

    Claude Code 2.1.277 起支持 AGENTS.md

    Claude Code 从 2.1.277 版本开始支持 AGENTS.md：当文件夹中没有 CLAUDE.md 时，Claude 会检查并使用 AGENTS.md。该支持基于 Claude Code mods 构建，这是其即将推出的定制 Claude Code harness 的方式，属于内置 mod，用户之后也可以自行构建自定义版本的项目指令。

    Awaiting translation

9/14Mon
9/4Fri
  1. DevAgentStack · Field Notes82

    GPT-6 Astra vs. Fable 5.1 benchmarks: which scores are comparable and which aren't

    On September 3, 2026, OpenAI released GPT-6 Astra and Astra Pro, initially limited to enterprises in the Daybreak cybersecurity program, with paid ChatGPT, the API, and AWS opening up over the following days.

    Why it matters: We break down the benchmark comparison between GPT-6 Astra and Fable 5.1, pointing out that the tested versions and harnesses differ across teams, so readers can judge which scores are actually comparable.

8/27Thu
8/10Mon
  1. Hacker News · Claude Code 高分83

    Claude Code 将 auto mode 设为默认权限模式

    Anthropic 宣布从 8 月 14 日起，Pro、Max 和 Team 套餐的新会话默认运行 auto mode，并停止对分类器额外 token 开销收费；Enterprise、Claude API、AWS、Bedrock、Google Cloud 和 Microsoft Foundry 暂时保持可选，计划下个月改为默认。

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    Why it matters: Anthropic 公布 auto mode 的安全评测数据与内部拦截案例，可据此判断默认权限模式对现有工作流的影响。

8/8Sat
7/30Thu
  1. Terminal-Bench · News60

    Terminal-Bench 3.0 is out: 74 tasks across 7 domains, with the strongest model passing about 34%

    The Terminal-Bench team releases Terminal-Bench 3.0, whose first version spans 7 domains and 74 tasks, with the strongest model passing about 34%. Building on Terminal-Bench 2.1, this release broadens task diversity and adds CI/CD, semantic versioning, and result migration to keep improving the benchmark.

    Why it matters: Terminal-Bench 3.0 rebuilds the benchmark with 74 tasks and CI/CD-based versioning, so readers can see how the new benchmark separates models.

7/15Wed
6/15Mon
  1. Jesse Vincent78

    Superpowers 6 发布：构建提速最高 50%、token 花费降低最高 60%

    Superpowers 6 发布，作者称在 Anthropic 评测基准上构建耗时降低 50%、token 花费降低 60%，主要来自合并规范符合性与代码质量两个评审 agent、预先生成评审用的 diff 包让评审者少跑 git，以及调整编排器对任务所需 agent 类型的指引。

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    Why it matters: 作者用自建评测套件量化了 Superpowers 6 在构建耗时和 token 花费上的改进，并公开了实验记录与失败结论。

6/10Wed
  1. Andrej Karpathy75

    Andrej Karpathy 评价 Claude Fable 5 发布，指出它与 Mythos 是同一底层模型，只是增加了安全防护，在几乎所有基准上以明显优势达到 SOTA。

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    QuotedClaude@claudeai

    Fable 5 is state-of-the-art on nearly all tested benchmarks, with exceptional performance in software engineering, knowledge work, scientific research, and vision. The longer and more complex the task, the larger Fable 5’s lead over our other models.

6/2Tue
  1. claude.dev · Anthropic Developer Blog82

    Claude Code Dynamic Workflows: Six Orchestration Patterns and Use Cases

    Anthropic has shipped dynamic workflows in Claude Code. Claude can write its own harness on the fly for a specific task, and these workflows can be shared and reused. Workflows orchestrate subagents through functions like agent(), parallel(), and pipeline(), and you can specify which model each agent uses and whether it runs in its own worktree. If a session is interrupted, resuming it picks up where it left off.

    Why it matters: The Anthropic team breaks down six orchestration patterns for dynamic workflows and where each one fits, and these patterns carry over to multi-agent task design.

4/18Sat
  1. Lovable · Blog38

    Claude Opus 4.7 现已接入 Lovable

    Claude Opus 4.7 已接入 Lovable，Lovable 基准测试显示其日常任务效率明显提升。相比 Opus 4.6，它完成任务所需轮次减少 40%，token 用量减少 10–20%，速度提升 15%，性能得分高 2–3%。对开发者而言，这意味着更快的迭代和更少的来回返工。

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4/17Fri
3/15Sun
3/9Mon
  1. Jesse Vincent67

    Superpowers 5 发布：新增可视化头脑风暴与 spec 评审循环

    Superpowers 5 发布，作者称最喜欢的改动是 Visual Brainstorming 伴随工具，它会在智能体认为有内容需要展示时提示用户，通过本地 web 服务器加载智能体写出的 HTML 片段，并把浏览器里的点击和反馈回传给智能体，以替代 Claude 常生成的 ASCII 图。

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    Why it matters: 作者是 Superpowers 维护者，文中说明了 5.0 的视觉头脑风暴、spec 评审循环和子智能体开发三项变化，可据此判断是否值得接入现有工作流。

10/16Thu
  1. Jesse Vincent78

    Anthropic launches its official Skills system across Claude Code, Claude.ai, and the Claude API

    Anthropic rolled out its first-party Skills system simultaneously on Claude Code, Claude.ai, and the Claude API, and author Jesse Vincent quickly followed with a new version of Superpowers built on the official Skills.

    Why it matters: Drawing on nearly a month of hands-on use, the author compares the official Skills with his own setup and lays out the trade-offs involved in migrating.

5/23Fri
  1. Terminal-Bench · News32

    Anthropic 在 Claude 4 模型卡中引入 Terminal-Bench，Claude 4 Opus 创下 43.2% 新 SOTA

    Anthropic 将 Terminal-Bench 列为 Claude 4 模型卡七项基准之一，Claude 4 Opus 在 Terminal-Bench-Core 上取得 43.2% 的 SOTA 成绩。Dario Amodei 在 Code with Claude 主题演讲中也提及该基准。Terminal-Bench 团队表示将在未来几天验证 Claude 4 的表现并更新官方排行榜。

    Awaiting translation

3/18Tue