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2. Gemini 初期灾难性的 PR 至今依然在拖后腿。We don't get a second chance at first impressions. 时至今日大家还是言及 LLM 必提 ChatGPT 和 Claude，在开源语境下可能还会提到 Llama，当然现在得多个 DeepSeek。而 Gemini 很多时候甚至都不配出现在比较对象中…… 要知道最近几个发布比如 Gemini 2.0 Flash Thinking 的表现和成本都非常亮眼（见题图，出处 https://x.com/swyx/status/1882933368444309723）。
3. Stratechery 的解读一如既往地到位。如果没有订阅，这篇 [DeepSeek FAQ](https://stratechery.com/2025/deepseek-faq/) 是免费阅读的，推荐；如果订阅了，最近的几篇分析里对 OpenAI 的批评我认为说得很在点上。尤其关于 OpenAI （或者说 Sam 本人）对通过 regulation 巩固地位的渴望以及 o1 选择隐藏 chain of thought 的失误。
4. Reasoning 看起来潜力无限，相关从业者需要好好 reflect 自己的 research/product roadmap；而对 user 来说，一个或许有用的 tip 是从常规 model 换到 reasoning model 时，prompt 写得越像论文，得到的回答质量越好。In other words, reasoning models are not necessarily good chat models; and you might be disappointed if you use them like chat models.
Disclaimer: I work at Google and opinions are my own.
2. Gemini 初期灾难性的 PR 至今依然在拖后腿。We don't get a second chance at first impressions. 时至今日大家还是言及 LLM 必提 ChatGPT 和 Claude，在开源语境下可能还会提到 Llama，当然现在得多个 DeepSeek。而 Gemini 很多时候甚至都不配出现在比较对象中…… 要知道最近几个发布比如 Gemini 2.0 Flash Thinking 的表现和成本都非常亮眼（见题图，出处 https://x.com/swyx/status/1882933368444309723）。
3. Stratechery 的解读一如既往地到位。如果没有订阅，这篇 [DeepSeek FAQ](https://stratechery.com/2025/deepseek-faq/) 是免费阅读的，推荐；如果订阅了，最近的几篇分析里对 OpenAI 的批评我认为说得很在点上。尤其关于 OpenAI （或者说 Sam 本人）对通过 regulation 巩固地位的渴望以及 o1 选择隐藏 chain of thought 的失误。
4. Reasoning 看起来潜力无限，相关从业者需要好好 reflect 自己的 research/product roadmap；而对 user 来说，一个或许有用的 tip 是从常规 model 换到 reasoning model 时，prompt 写得越像论文，得到的回答质量越好。In other words, reasoning models are not necessarily good chat models; and you might be disappointed if you use them like chat models.
Disclaimer: I work at Google and opinions are my own.
Official government accounts have also spread fake fact checks. An official Twitter account for the Russia diplomatic mission in Geneva shared a fake debunking video claiming without evidence that "Western and Ukrainian media are creating thousands of fake news on Russia every day." The video, which has amassed almost 30,000 views, offered a "how-to" spot misinformation. Groups are also not fully encrypted, end-to-end. This includes private groups. Private groups cannot be seen by other Telegram users, but Telegram itself can see the groups and all of the communications that you have in them. All of the same risks and warnings about channels can be applied to groups. "Someone posing as a Ukrainian citizen just joins the chat and starts spreading misinformation, or gathers data, like the location of shelters," Tsekhanovska said, noting how false messages have urged Ukrainians to turn off their phones at a specific time of night, citing cybersafety. Soloviev also promoted the channel in a post he shared on his own Telegram, which has 580,000 followers. The post recommended his viewers subscribe to "War on Fakes" in a time of fake news. Markets continued to grapple with the economic and corporate earnings implications relating to the Russia-Ukraine conflict. “We have a ton of uncertainty right now,” said Stephanie Link, chief investment strategist and portfolio manager at Hightower Advisors. “We’re dealing with a war, we’re dealing with inflation. We don’t know what it means to earnings.”
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