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2026-05-10 11 builders · 24 tweets · 1 podcasts · 3 blogs

🔥 热点话题

Sam Altman 谈 Codex 与 AI 未来Sam Altman on Codex and the AI Future

OpenAI CEO Sam Altman 将 5.5 描述为“一个有自闭天才特征、命名品味奇特”的模型。他强调启动 Codex 任务、陪伴家人、回来发现工作已完成带来的愉悦,对代理工作流表达强烈乐观。这反映了向可靠自主编码代理加速转变。
OpenAI CEO Sam Altman describes 5.5 as "an autistic genius with very strange taste in naming." He highlights the joy of kicking off Codex tasks, spending time with family, and returning to completed work, expressing strong optimism for agentic workflows. This reflects the accelerating shift toward reliable autonomous coding agents.
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ElevenLabs CEO 谈语音成为万物界面ElevenLabs CEO on Voice Becoming the Interface for Everything

ElevenLabs 联合创始人兼 CEO Mati Staniszewski 分享了童年观看波兰电影配音的经历如何启发公司。他们在 2022 年从小起步构建前沿音频模型,当时音频领域被忽视,专注于文本转语音、语音转文本、实时代理和音乐。关键洞见:语音代理正从客服扩展到销售、教育、医疗和政府服务。“在人形机器人环绕我们的未来,语音将成为主要界面。”
ElevenLabs co-founder and CEO Mati Staniszewski shares how childhood experiences with Polish movie dubbing inspired the company. They built frontier audio models starting small in 2022 when audio was overlooked, focusing on text-to-speech, speech-to-text, real-time agents, and music. Key insight: voice agents are moving beyond support to sales, education, healthcare, and government services. "The future where humanoids and robots are around us, the voice will be the primary interface."
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Aaron Levie 论代理时代专家优势Aaron Levie on Expert Advantage in the Agent Era

Box CEO Aaron Levie 解释说,代理将民主化复杂领域,让更多人能构建软件和创作。然而,有经验的专业人士通过判断力、上下文和发现代理错误仍保持巨大优势。“你会更信任使用代理的律师……而不是从未体验过合同如何生效的人。”所有人的质量期望都会提升。
Box CEO Aaron Levie explains that agents will democratize complex fields, enabling more people to build software and create. However, experienced professionals retain a huge edge through judgment, context, and spotting agent mistakes. "You’ll trust a lawyer using an agent... over someone who’s never had to experience how well a contract holds up." Quality expectations rise for everyone.
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🛠️ 开发者工具与技巧

Garry Tan 发布 GBrain 新版本Garry Tan Ships GBrain Updates

Y Combinator CEO Garry Tan 宣布 GBrain v0.31.1 支持 MCP thin client,可以运行一个 home GBrain server 并让其他客户端连接。他还分享了使用代理生成 ASCII 图表来更好地理解,并提到他的 Hermes Agent 对被引用在 changelog 中的热情反应。
Y Combinator CEO Garry Tan announced GBrain v0.31.1 with real MCP thin client support, enabling a single home server with client connections. He also shared using agents to generate ASCII diagrams for better understanding and noted his Hermes Agent's enthusiastic response to being cited in changelogs.
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Peter Steinberger 的 AI 开发工具链Peter Steinberger's AI Dev Tooling

OpenClaw / OpenAI 的 Peter Steinberger 分享了 Crabbox 的更新,改进了 Windows 终端支持,让 Codex 能修复 gifgrep 以渲染动画 GIF。他还强调了更快的 Spotify CLI (spogo) 与 Codex 集成作为 DJ,以及 YouTube 到 Sonos 的工具。
OpenClaw / OpenAI's Peter Steinberger shared updates on Crabbox with improved Windows terminal support allowing Codex to fix gifgrep for animated GIFs. He also highlighted faster Spotify CLI (spogo) integrated with Codex as DJ, plus a YouTube to Sonos tool.
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Swyx 推动 AI 工程师新加坡峰会Swyx on AI Engineer Singapore Summit

Swyx 宣布新加坡外交部长将与 NanoClaw 创建者共同 keynote AI Engineer Singapore 峰会,凸显政府对 AI 的兴趣日益增长。他还询问 Codex agent 模式采用率,作为对齐进展的代理指标。
Swyx announced Singapore's Minister of Foreign Affairs keynoting the AI Engineer Singapore event alongside NanoClaw creator, highlighting growing government interest in AI. He also inquired about Codex agent mode adoption as a proxy for alignment progress.
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Nikunj Kothari 的模型工作估算提示Nikunj Kothari's Model Work Estimation Prompt

FPV Ventures 合伙人 Nikunj Kothari 分享了一个自定义指令提示,让模型用“模型执行单位”(秒、工具调用)而非人工天数估算工作,并明确区分模型可执行部分与人工门控步骤。
FPV Ventures partner Nikunj Kothari shared a custom instruction prompt for models to estimate work in "model-execution units" (seconds, tool calls) rather than human days, clearly separating model-executable parts from human-gated steps.
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🌍 其他动态

Anthropic 修复 Claude Code 质量问题Anthropic Addresses Claude Code Quality Reports

Anthropic Engineering 详细说明了影响 Claude Code 的三个问题(effort 默认变更、缓存 bug 导致推理历史丢失、减少冗长的 prompt),这些造成了感知到的质量下降。所有问题已在 4 月 20 日修复。他们正在重置订阅者使用限额,并通过更好的内部测试和 prompt 控制改进流程。
Anthropic Engineering detailed three issues affecting Claude Code (effort default change, caching bug dropping reasoning history, verbosity prompt) that caused perceived degradation. All fixed by April 20. They are resetting usage limits and improving processes with better internal testing and prompt controls. Link: https://www.anthropic.com/engineering/april-23-postmortem
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Claude 新增日常生活连接器与代理内存Claude Adds Everyday Connectors and Agent Memory

Claude 新增 AllTrails、Instacart、Audible、Tripadvisor、TurboTax 等日常生活连接器,并在对话中动态建议。Claude Managed Agents 现在支持作为文件的内置内存,用于跨会话学习,已被 Netflix、Rakuten 等用于减少错误并闭环反馈。
Claude introduced new connectors for AllTrails, Instacart, Audible, Tripadvisor, TurboTax and more, with dynamic suggestions in conversations. Claude Managed Agents now feature built-in memory as files for cross-session learning, used by Netflix, Rakuten, and others to reduce errors and close feedback loops.
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AI 输出中的 slop 累积风险Risk of Slop Accumulation in AI Outputs

产品构建者 Peter Yang 警告,迭代的 AI 生成 markdown 和代码会随着文件引用之前不完美的输出而累积“slop”。他指出代理生成的文件通常至少有 10% slop,敦促人工监督。
Product builder Peter Yang warns about iterative AI-generated markdown and code accumulating "slop" over time as files reference previous imperfect outputs. He notes agents generating files often have at least 10% slop, urging manual oversight.
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