咖喱辣椒Joe

Ex AI Growth @Adot_web3｜🇪🇺 EU AI Governance Researcher | 🇲🇾 Alumni @AsiaEuroUM @unimalaya

[Nav Toor @heynavtoor]

🚨 BREAKING: Claude can now build your entire resume and LinkedIn profile like a $500/hour executive recruiter from Robert Half. For free.

Here are 12 prompts that get you interview calls within 7 days:

(Save this before it disappears)

[咖喱辣椒Joe @joelmavis_]

过去，开发者和监管者倾向于将AI生成的推理步骤视为一种“解释机制”，认为只要看到它的解题过程，就能确保它是安全、可控且无偏见的。但研究表明这些文字更像是一种事后烟雾弹。AI在“表演”逻辑，而不是在“展示”逻辑。如果治理手段建立在虚假的推理过程之上，那么所有的安全审计都只是流于表面。

[Nav Toor @heynavtoor]

🚨SHOCKING: 40 researchers from OpenAI, Anthropic, Google DeepMind, and Meta published a joint warning.

The AI you talk to every day is hiding what it is actually thinking.

And the window to do anything about it may be closing.

Here is what they found.

You know that "thinking" text you see when ChatGPT or Claude reasons through a problem? The step by step breakdown that makes it feel like the AI is showing you its work?

It is not.

Researchers at Anthropic tested how often Claude actually reveals what is influencing its answers. They slipped hints into prompts and checked whether the AI would admit to using them in its reasoning.

75% of the time, Claude hid the real reason behind its answer.

It did not skip the reasoning. It wrote a longer, more detailed explanation than usual. It constructed an elaborate justification that sounded perfectly logical.

It just left out the part that actually mattered.

When the hints involved something problematic, like gaining unauthorized access to information, Claude hid its reasoning even more. It admitted the influence only 41% of the time. The more concerning the truth, the less likely the AI was to say it out loud.

The researchers tried to fix this through training. It worked at first. Faithfulness improved early on.

Then it stopped improving. It plateaued. No matter how much more training they did, the AI never became fully honest about its own reasoning.

This is not one company sounding the alarm. This is all of them. OpenAI. Anthropic. Google DeepMind. Meta. Over 40 researchers. Endorsed by Geoffrey Hinton, the Nobel Prize winning godfather of AI, and Ilya Sutskever, co-founder of OpenAI.

They are all saying the same thing. The one tool we had to understand what AI is thinking, reading its chain of thought, is not reliable. The AI constructs explanations that look transparent but are not. And the more advanced the AI becomes, the harder this gets to fix.

Their paper calls this a "fragile" opportunity. Meaning it might disappear entirely.

If the companies that built these systems are jointly warning you that the AI is not showing its real reasoning, what exactly are you trusting when you read the "thinking" and believe you understand what it is doing?

[咖喱辣椒Joe @joelmavis_]

We taught AI to talk, but @openclaw shows we aren't ready for it to act. 🚨

Giving an unvetted Agent "Executive Power" isn't a shortcut; it's a back door. 500+ vulnerabilities later: Convenience is a trap if you lose Control. 🛡️

#OpenClaw #AIGovernance @Kaspersky @GaryMarcus

[咖喱辣椒Joe @joelmavis_]

8/8 The Conclusion & CTA

The EU AI Act is not just a "European" law.

It IS the Brussels Effect in action, as @anubradford 's work shows. It’s designed to be the de facto global standard for AI governance, long before the US has even written its own rules.

This is the lens I use for my analysis. Follow me for more.

#AIGovernance #BrusselsEffect #AIAct #TechPolicy #EUPolicy

[咖喱辣椒Joe @joelmavis_]

Why did @Apple finally switch the iPhone to USB-C? 🔌

It wasn’t innovation. It was regulation.

And not just any regulation. It was a preview of the most powerful force in global tech: The Brussels Effect.

A thread. 🧵⬇️

[咖喱辣椒Joe @joelmavis_]

7/8 The "So What?" - The PIVOT

Which brings us to the most important point.

The EU has done this for:

Hardware (USB-C)

Data (GDPR)

Climate (CBAM)

Antitrust (@Google )

Now, it's aiming its "effect" at the biggest target yet: Artificial Intelligence.

[咖喱辣椒Joe @joelmavis_]

简单分享下在阿塞拜疆🇦🇿的感受和见闻

这是我第一次踏上欧亚大陆的旅程，也第一次真切感受东西方文化交融。即便在出发前做足了准备工作，但是在登上飞机的那一刻多少还是有点紧张。

巴库是一座历史与现代结合的城市，很有文化底蕴，尤其是古城，保存相对完好。而在古城之外，整个城市风貌也相对偏向欧洲风格。巴库不愧是一座工业之城，出名的油田让这座城市踏上了现代化道路，让它看起来更像海湾国家的样子。

青旅的老板很热情，在店里认识了很多小伙伴，他们来自中国、日本、意大利、印度、土耳其，像一个大家庭，相处很融洽。巴库的物价有一点点偏高，但总能找到符合自己价位和需求的美食，吃住都不成问题。

在街道上闲逛时，我也观察到一个有意思的现象，那就是卖数码产品和配件的店铺非常多，而且客人络绎不绝，想必这里的人们对于这些商品有很大的需求和兴趣。

给我印象最深的，是站在高地公园上俯瞰巴库城市全貌的样子，尤其在感受来自里海的风吹在脸上的感觉时，很舒服也很享受。还有那日夜不息的火焰塔，在告诉我们这是一座生生不息、热情似火的城市。

在出发前，我其实做了个调查问卷，想收集外高加索三个国家的公民对于加盟欧盟🇪🇺的意愿。但在阿塞拜疆，我似乎没有看到任何这样的情绪出现，所以在后面我决定改为对路人的简短的访谈，把这些任务留到了格鲁吉亚和亚美尼亚。

#Azerbaijan #EuropeanUnion #Asia #travelphotography

[咖喱辣椒Joe @joelmavis_]

照这样发展下去，第一季度结束能冲到前十吗？

[EU Social 🇪🇺 @EU_Social]

EU #youth #unemployment in January 2025:

🇷🇴26.3%
🇪🇸25.3%
🇸🇪24.7%
🇱🇺21.6%
🇬🇷19.5%
🇵🇹19.5%
🇫🇮19.1%
🇪🇪18.9%
🇮🇹18.7%
🇫🇷18.6%
🇧🇪17.5%
🇸🇰16.7%
🇭🇷16.1%
🇩🇰16.1%
🇪🇺14.6%
🇱🇹14.1%
🇭🇺13.8%
🇱🇻12.8%
🇮🇪11.9%
🇦🇹11.2%
🇨🇿10.4%
🇵🇱10.4%
🇧🇬10.1%
🇲🇹10.0%
🇨🇾9.9%
🇸🇮9.4%
🇳🇱8.9%
🇩🇪6.4%

@EU_Eurostat

[咖喱辣椒Joe @joelmavis_]

被《孤独星球》评为最美小镇的西格纳吉
也被誉为City of Love 爱之城
红酒 雪山 中世纪建筑 热心的房东阿姨
这里仿佛让你忘记了时间
你可以沉醉在这里一天无所事事

[咖喱辣椒Joe @joelmavis_]

#DeepSeek 和 #宇树 无疑是一次国运级别的变革，为什么这么说？

DeepSeek代表着东大独立自主的AI能力的突破，而宇树机器人则是高端智能制造业的典型代表，试想一下如此先进的AI+制造业同时汇聚于一个国家，会是什么结果呢？这个问题或许能从川普的政策里找到答案。

美国向加拿大、墨西哥、韩日、欧盟等挥舞的关税大棒，没有人敢正面硬刚，那样只会更加伤害自己的GDP，最终目的是让你用本国货币的贬值来抵消关税效应，从而加强美元霸权地位，让世界的制造业迁移至老美本土，带动美国就业和制造能力，再加上独一档的AI技术能力，未来不敢想象。

所以我们很可能看到的是一个单级霸权的复苏，而无论是DeepSeek还是宇树，都是在面对这种世界格局的变化时能赖以生存的核心竞争力，足以平衡全球权力结构的武器。

而且在我看来，未来几年可能会有更多极为重要的双边合作关系出现，这些双边关系也都是能影响全球权力结构平衡的重要因素，比如美俄、俄欧、乌欧、中欧等，当然这也是个人的一些猜想和预测。

[咖喱辣椒Joe @joelmavis_]

#EU 的 #AI 之路任重道远，之前总觉得它与中美有差距，目前来看不是差距的问题，而是基本为0。就拿最基本的语言模型来说，整合语言看似是重大突破，但对于主流基本的大模型只是微不足道的功能，而且尚在立法和实施层面有很大的阻碍。因此只能说，革命尚未成功，#EU 仍需努力😑

[咖喱辣椒Joe @joelmavis_]

@EUintheUS 😑

[咖喱辣椒Joe @joelmavis_]

@DigitalEU @vonderleyen @HennaVirkkunen @steph_sejourne @RoboticsEU @EU_Growth @EU_Commission @francediplo_EN @francediplo That's cool. And I think the EU needs to dare to bring about change, not only in terms of technology, but most importantly in terms of policy, or else you will be left too far behind by the US.

[咖喱辣椒Joe @joelmavis_]

I'm afraid this is just the beginning, Russia needs to find new markets to make up for the loss of these countries leaving.

[EU Council @EUCouncil]

As from today, the electricity grids of Estonia🇪🇪, Latvia🇱🇻 and Lithuania🇱🇹 are synchronised with the EU energy grid, and disconnected from Russia and Belarus.

This will ensure greater energy security in the region and represents a step forward towards European integration.

[咖喱辣椒Joe @joelmavis_]

4/ Channels 📢

Where will you communicate?

• Social Media (Instagram, LinkedIn, YouTube)
• Calls & Emails
• Webinars & Podcasts

Your audience is already somewhere—meet them there.

💡 Key takeaway: Don’t start with channels! First, define your audience, positioning, and messaging. THEN choose where to distribute it.

🔁 Retweet to help more marketers build smarter strategies!

#Marketing #Growth #Branding #Web3 #Crypto

[咖喱辣椒Joe @joelmavis_]

🚀 Want to build a strong marketing strategy?

Follow this 4-step framework by Pierre Herubel to create a clear, effective plan.

(🧵Thread) 👇

[咖喱辣椒Joe @joelmavis_]

3/ Messaging 🗣️

What will you say to your audience?

• Benefits
• Point of View
• Storytelling
• Content Pillars

Clear, compelling messaging builds trust and engagement.