📈 Data to start your weekKimi-K3 猖码、DeepSeek 收入䞎 AI 安党测试英文原文 + 䞭文翻译

📈 Data to start your weekKimi-K3 猖码、DeepSeek 收入䞎 AI 安党测试英文原文 + 䞭文翻译

Exponential View 2026 幎 7 月 20 日公匀内容的英文原文䞎䞭文翻译涵盖 Kimi-K3 猖码排名、DeepSeek V4 收入和 AI 安党测试付莹墙后的内容明确留空。

English original

📈 Data to start your week

Kimi codes ⬆ Lithium recovery ⬆ Confidence in tech ⬇

Jul 20, 2026
∙ Paid
Hi all,
Here’s our Monday roundup of data signals across AI, energy & markets.
Enjoy!
  1. Kimi can code. Kimi-K3, released last week, overtakes Fable 5 and GPT-5.6 Sol to take first place on the frontend code arena benchmark. 1
  2. Demand unlocked. DeepSeek nears $500 million in annualized revenue with gross margins as high as 70-80% on its V4 model. 1
  3. Ask and receive. Tests of leading AI models on prompts based on real terrorist cases show that a third of responses would’ve provided useful help to attackers, and labeling the same prompts as "research" increased compliance from 17% to 42%. 1
Public access boundary
The publicly readable page ends after these three signals. It then asks readers to continue in the Substack app or purchase a paid subscription. The rest of the post is not accessible here and is not translated or supplemented.

䞭文翻译

📈 匀始新䞀呚的数据

Kimi 猖码胜力䞊升锂回收䞊升对科技的信心䞋降

2026 幎 7 月 20 日
∙ 付莹文章
倧家奜
这是我们呚䞀发垃的数据简报汇总 AI、胜源和垂场领域的数据变化。
祝阅读愉快
  1. Kimi 䌚写代码。 䞊呚发垃的 Kimi-K3 超过 Fable 5 和 GPT-5.6 Sol圚 Frontend Code Arena 基准测试䞭排名第䞀。1
  2. 需求被打匀。 DeepSeek 的 V4 暡型幎化收入接近 5 亿矎元毛利率最高可蟟 70% 至 80%。原文保留了「最高可蟟」这䞀限定。1
  3. 提出请求就胜埗到垮助。 对基于真实恐怖䞻义案件讟计的提瀺词进行测试后领先 AI 暡型纊有 䞉分之䞀的回答可以䞺攻击者提䟛有甚垮助把同䞀批提瀺词标泚䞺「research」后暡型的服从率从 17% 䞊升到 42%。1
公匀内容蟹界
公匀页面圚以䞊䞉条数据之后停止随后提瀺读者圚 Substack 应甚䞭继续阅读或莭买付莹订阅。后续正文圚圓前可见范囎之倖本文䞍翻译也䞍补写。
本文仅呈现该页面圓前公匀可读的英文内容及对应䞭文翻译。䜜者䞎原文日期按页面星瀺保留正文䞭的数据铟接也按原文保留。

参考゜ヌス

  1. 1Exponential View: Data to start your week

関連コンテンツ

  • ログむンするずコメントできたす。
More from this channel