TODAY · 20 STORIES
Last Update: 2026-07-18 08:03
01
文章概览开源 AI 当前格局，关注模型能力、生态发展及其与闭源前沿系统的差距和影响。
An overview of the open-source AI landscape, including model capabilities, ecosystem progress, and the gap with closed frontier systems.
02
文章分析 Kimi K3，并借 Pelican 基准测试说明评测仍能揭示模型的真实优势、短板与前沿进展。
An analysis of Kimi K3 and what the Pelican benchmark can still reveal about model strengths, weaknesses, and frontier progress.
03
月之暗面的 Kimi K3 正缩小与前沿模型的差距；另附用 OpenAI 新工具 GPT-Live 快速规划旅行的教程。
PLUS: Use OpenAI's new GPT-Live to plan any trip fast Zach Mink, +4
04
OpenAI 推出售价 230 美元的 AI 智能体控制面板；另附用 Manus 模仿个人语气、优化 LinkedIn 帖子的教程。
PLUS: Use Manus to write better LinkedIn posts in your voice Zach Mink, +4
05
Demis Hassabis 为 AI 监管设定紧迫时间表；另附用 Grok 无代码搭建客户信息收集语音智能体的教程。
PLUS: Build a no-code voice agent for customer intake with Grok Zach Mink, +4
06
经济学家与研究人员评估 AI 就业冲击何时显现；另附结合 Claude 与 Meta 数据寻找高转化广告角度的方法。
PLUS: Find winning ad angles with Claude and Meta data Zach Mink, +3
07
苹果将 OpenAI 告上法庭；另附用 ChatGPT Work 与 Codex 将创意快速变成网站的实操指南。
PLUS: Go from idea to website with ChatGPT Work + Codex Zach Mink, +3
08
OpenAI 将 GPT-5.6 引入 Work；另附一种智能体编排方案，可将 Fable token 消耗降低 60%。
PLUS: Use 60% less Fable tokens with this orchestrator setup Zach Mink, +4
09
用户称 Web 与 VSC 不再显示 Fable 5 独立限额，并在会话用量 69%、周用量 39% 时被拦截；恢复后 Fable 用量又从 45% 跳至 73%，限额机制疑似异常。
Separate Fable 5 limits disappeared from Web and VSC, and a session was blocked despite showing 69% session and 39% weekly usage; after access returned, Fable usage unexpectedly jumped from 45% to 73%.
10
一名 x20 账户用户称 Fable 5 对所有提示均返回“该模型需要使用额度”，随后服务已恢复正常。
Hello fable 5 not work anymore All promp retuen usage credits are required on this model on x20 account It fixed now
11
用户调侃 Claude 严重高估工期：它把任务称作需 6 个月的工程难题，却在实际开工后 2 小时内完成。
It will be like "this will take 6 months of work and is an actual engineering problem". and I'm like, "well, better get started." and then it does it in two hours.
12
作者预测 Anthropic 会把 FABLE 5 纳入 MAX 订阅，认为 OpenAI、Kimi K3 与中国开源模型的竞争正迫使其延长访问以维持优势。
The author predicts FABLE 5 will join MAX plans, arguing that competition from OpenAI, Kimi K3, and Chinese open-source models is pressuring Anthropic to extend access and defend its position.
13
Kimi K3 每百万 token 输入 3 美元、输出 15 美元，定价已接近前沿模型并达 DeepSeek V4 首发价的 3-5 倍；7 月 27 日开放权重或可降本。
Kimi K3 costs $3 per million input tokens and $15 per million output tokens, near frontier pricing and 3–5 times DeepSeek V4’s launch rate; its July 27 weight release may enable cheaper third-party inference.
14
名为《Machines of Mogging Grace》的内容即将推出，以戏仿式标题制造悬念。
“Machines of Mogging Grace” is teased as coming soon, using a playful title to build anticipation.
15
Basedash Suggestions 为 AI 数据分析师加入主动建议能力，可在分析数据之外自行提出值得探索的想法。
Your AI data analyst, now with ideas of its own.
16
ClipMatch 利用 AI 把相册中的照片和视频转化为社交媒体内容，降低素材筛选与创作成本。
Turn your camera roll into social content with AI
17
Aye 是可训练的 AI 浏览器实习生，能学习用户流程并处理日常网页操作，减少重复劳动。
Your teachable AI intern for everyday browser work
18
Codex Micro 为 Codex 智能体提供实体触觉控制，让用户可通过硬件更直接地操控智能体。
Tactile controls for your Codex agents
19
Kaiser 护士称，AI 与职场监控正在加重工作压力、恶化工作体验，并损害患者护理质量。
Kaiser nurses say AI and workplace surveillance are worsening their working conditions and the quality of patient care.
20
本期 TLDR AI 汇总 xAI 的混乱局面、Gemini 延期，以及“赢得判断力”相关的开发者话题。
This TLDR AI edition covers turmoil at xAI, delays to Gemini, and a developer-focused discussion about “earning judgement.”