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Anthropic set November 19 for its Nasdaq debut, at a $70 to $78 range that values the company at up to $1.45 trillion. In the clip below, CEO Dario Amodei tells NBC News what that means for someone just starting out: "It can do entry-level law work. It can do entry-level finance. It can do entry-level consulting." He also said we can't deny it will eliminate jobs, probably a large number of them. His first advice: learn to use AI. The scarce skill is moving from landing that first job to running the tools that already do it. Is "learn to use AI" still enough, or is that first job already the model's?

A little sneaky peeky into something I have been working on. I'm using ElevenLabs to dub it into Spanish with their new Dub & Sync. Their new voice sync tools are OUT OF CONTROL! It is really making my little film that much better. @ElevenCreative @ElevenLabs

Most blockchains are built around a specific use case. @Elyon_Chain is taking a broader approach by bringing multiple sectors of Web3 into one connected ecosystem. ➤ Introducing Elyon Network Elyon is a next-generation Layer 2 blockchain ecosystem designed to combine DeFi, AI development tools, privacy solutions and Web3 social rewards under one network, powered by its native token, $ELN. ➤ Four Core Ecosystem Pillars ▸ DeFi: A high-performance decentralized exchange for digital finance. ▸ AI: Developer tools designed to support builders. ▸ Privacy: Confidential on-chain agreements. ▸ Social: Web3 reward mechanisms that prioritize community participation. ➤ Inside the Elyon Ecosystem The network is organized into four layers, bringing together 45 projects: ▸ DeFi Layer: 9 projects ▸ Social Layer: 12 projects ▸ Builder Layer: 18 projects ▸ Infrastructure Layer: 6 projects ➤ ELN Staking ELN holders can lock their tokens into fixed-term staking packages and earn protocol-defined rewards, with packages designed around different commitment periods. ➤ Network Vision Elyon aims to build a scalable, community-owned network secured by validators, bringing different Web3 applications and services into one ecosystem. With 45 projects across four layers, it is an ambitious approach worth keeping an eye on as development progresses. ➡️ The ecosystem: Follow: @Elyon_Chain $ELN #ElyonChain# #Web3#

𝗛𝗼𝘄 𝘁𝗼 𝗰𝗵𝗲𝗰𝗸 𝗮 𝘄𝗮𝗹𝗹𝗲𝘁 𝗼𝗿 𝗿𝗲𝗮𝗱 𝗮 𝘁𝗿𝗮𝗻𝘀𝗮𝗰𝘁𝗶𝗼𝗻 𝗼𝗻 @injective Two tools you need: → 𝗜𝗻𝗷𝗦𝗰𝗮𝗻: → 𝗥𝗲𝗻𝘇𝘂: Both are free and 𝗿𝗲𝗮𝗱-𝗼𝗻𝗹𝘆. Never enter your seed phrase.

Grok Bot has been such a force multiplier for me. It’s insane. It provides you with a team of experts, and you get a totally customizable assistant. It replaces tools like search. It enhances applications like a CRM. It works on every device, so you can now do real work from your phone, then pick it up on your laptop or desktop. I often have 3 to 5 bots working on things simultaneously. If you have not tried it, use it for one month. It will blow you away. If already love it, share this message. Everyone that I get to use Grok Bot has become a total fan and feels the same way. I know the team, and they are working relentlessly around the clock to make the product do everything and anything that you need.

The $15K reward pool will be shared according to the table above. Here are a few important points shared by @NucleusCodes about the @Acurast campaign: Up to 5 posts per week will be accepted. AI tools are allowed for editing only. Explaining how Acurast works counts as a bonus task. Earning ACU can also increase your multiplier. Keep these details in mind when creating your content.

建议收藏，用到时照着做。做完你能让 DeepSeek 自己决定“要不要调用你写的函数”，并把结果用人话讲回来。 AI 能查天气、查订单，是它自己去查的吗？DeepSeek 官方一句话拆台：模型本身不执行任何函数 这是 DeepSeek 官方 API 文档里 Tool Calls（工具调用）一页。先说结论： 官方原话是，函数要由你自己提供，模型本身不执行具体函数。它只负责说“我想调这个函数、参数是这些”，真正去跑的是你的代码。 先说清词。 工具调用（Tool Calls），是让模型能用外部工具的功能，比如查天气、查数据库。 函数（function），是你自己写好的一段代码，模型只会“点名”它。 tool_call_id（工具调用编号），是模型每次点名时附带的一个号码，你回传结果时要带上它，模型才知道你在回答哪一次。 strict 模式（严格模式，Beta 测试版），是让模型点名时严格按你定义的格式填参数。 一个真实例子：官方示例问“杭州天气怎么样”，模型返回的是 get_weather 这个函数和参数 location 等于杭州，你的代码去查到“24℃”，再交给模型，模型才说“杭州现在 24 度”。 先把话说全： 官方示例用的是非思考模式，请求里加 extra_body 把 thinking 的 type 设成 disabled。 官方写明：从 DeepSeek-V3.2 开始，思考模式下也能用工具调用，细节看官方 Thinking Mode 一页。 官方写明：Chat Completion 接口不支持在对话中间插入不是模型生成的工具调用，要插的话请改用 Anthropic API 或 Responses API。 strict 模式目前是 Beta，要用测试版地址。 一、先看懂整个流程 官方给的执行流程是四步：用户问杭州天气；模型返回要调用 get_weather，参数是杭州；你的代码真的去调用 get_weather，把结果交给模型；模型用自然语言回答“杭州现在 24 度”。 二、照官方示例做一遍 第一步：去 DeepSeek 开放平台拿一个 API key，电脑装好 Python 和 openai 库。 第二步：创建客户端，base_url 写 DeepSeek 官方接口地址（官方文档第一屏就有），api_key 填你的。 第三步：写 tools 清单。每个工具包含 type 等于 function，再写 name（函数名）、description（描述，告诉模型什么时候用）、parameters（参数）。官方示例的函数叫 get_weather，描述是“获取某地天气，用户须先提供地点”，参数 location 是字符串，并且在 required 里。 第四步：发第一次请求，model 官方示例写 deepseek-flash，把 messages 和 tools 一起传，并加上 thinking 关闭的设置。 第五步：从返回里取 tool_calls 的第一项，先把模型这条消息原样追加进 messages。 第六步：你的代码去执行函数，再追加一条 role 是 tool 的消息，带上刚才的 tool_call_id，content 写结果，官方示例写的是 24℃。 第七步：再发一次请求，这次模型就会用自然语言回答。 三、想要更稳：strict 严格模式 第八步：base_url 改成官方文档里写明的 beta 版接口地址（就是原地址后面加 /beta）。 第九步：每个 function 都加上 strict 等于 true。 第十步：服务器会检查你的 JSON Schema（结构说明），格式不合规或用了不支持的类型，会直接返回错误信息。 官方支持的类型是：object、string、number、integer、boolean、array、enum、anyOf，另外 $ref 和 $def 可以复用和做递归。 四、strict 的硬规矩 对象里所有属性都必须写进 required，并且 additionalProperties 必须设成 false。 字符串可以用 pattern（正则）和 format，官方列出的格式有 email、hostname、ipv4、ipv6、uuid，但不支持 minLength 和 maxLength。 数字支持 const、default、minimum、maximum、exclusiveMinimum、exclusiveMaximum、multipleOf。 数组不支持 minItems 和 maxItems。 五、看到什么算成功 第一次返回的是函数点名，不是答案；第二次返回的才是自然语言答案，内容里有你的函数结果。 六、卡住怎么办 strict 报错：先检查是不是漏写 required 或忘了 additionalProperties 设 false，再检查有没有用到 minLength、maxItems 这类官方不支持的写法。 结论：工具调用不是模型替你干活，而是模型“点名”、你的代码“动手”。想让点名更准，就用 strict。把这条复制链接发给他，下次他说 AI 查不到东西，先让他确认函数是不是自己写了。 你卡在第几步？评论区告诉我。同系列前几篇在我主页。 收藏版：5 步速查 一、tools 里写清函数名、描述、参数 二、第一次请求拿到 tool_calls 三、自己执行函数，回传 role 为 tool 的消息并带 tool_call_id 四、第二次请求拿到自然语言答案 五、想更稳就用 beta 地址加 strict 等于 true 常见坑 3 条 一、以为模型会自己执行函数，其实要你的代码去跑。 二、回传结果忘了带 tool_call_id。 三、strict 里漏了 required 或 additionalProperties 设成 false。 复制即用提示词：我想让模型调用一个叫 你的函数名 的函数，它需要这些参数：写参数。请帮我写出符合 DeepSeek Tool Calls 格式的 tools 清单，每个参数都写 description，并改成 strict 模式需要的写法。 S1哥观点：这篇最狠的地方，是官方把话挑明了：模型不执行函数，只负责点名。很多人以为 AI 在后台自己动手，其实动手的永远是你的代码。 真正的信号是：工具调用的难点不在模型，在你把函数描述写得多清楚。就像派活给新人，说明写得含糊，他再聪明也会点错人。 你现在想让 DeepSeek 调用的是什么，查数据还是发消息？评论区告诉我。 今天送：DeepSeek 工具调用速查卡，评论区第一条直接拿。 参考：DeepSeek 官方 API 文档 Tool Calls（S1哥 整理）

Genuinely unhinged, 10 repos turn you into a whole coding-agent platform team. You already pay $20 a month for Claude Code on Pro. These 10 repos are the free platform around it. pick. control. isolate. browse. connect. ship. 01 codex → local coding agent, one curl line to install 02 opencode → swap the model provider without changing your tools 03 goose → extend the agent with 70+ MCP tools on install 04 OpenHands → one canvas for Claude Code, Codex and any ACP agent 05 warp → terminal app running Claude Code, Codex and Gemini CLI 06 sandbox-agent → drive any agent inside a sandbox over plain HTTP 07 E2B → run agent-written code in isolated cloud sandboxes 08 browser-use → hand the agent a real browser session on any LLM 09 agent-client-protocol → one wire format between any editor and any agent 10 claude-code-action → Claude Code answers PRs and issues in GitHub Actions pick → control → isolate → browse → connect → ship. One rule: Warp runs AGPL, the rest are MIT or Apache. Sandboxes and cloud tiers bill on your own key. Before this, one agent lived in one tab. Now the platform wraps around it.

You want to know what frustrates the hell out of me? Putting your heart, your art, your time, and your own money into building things you believe in… then watching so much of that work disappear into silence. And yeah, some days that shit gets to me. Did I bring books, reading badges, Discord, crypto, and NFTs together into one connected library? 📚 I fucking did. Did it get much attention? Nahh. Did I build an entire browser-based world with its own points economy? A world where you can turn your NFT into a character with a click, rigged, animated, and ready to step into Universe? I did. Much noise about that? Nahh. Am I building RAAP to give NFTs persistent identity, memory, and history? So an asset can carry something meaningful forward when it passes to a buyer or someone in your family? Yes. Because I believe these things can become more than pictures sitting in a wallet. Does that work get the attention I feel it deserves? Nahh. I draw the fucking art. I develop the applications. I write the books. I work through the problems. Six applications that communicate with each other. Two gaming platforms with multiple games. An NFT overlay builder with AI. A stickers and GIFs hub. Do you understand how much work goes into making all of that actually function together? The hours spent fixing something nobody will ever notice, because when it finally works, it’s supposed to feel easy. Then there’s the Discord bot. More than 30 features. A subscription service. An economy tracked on a ledger. Tools to help keep a community engaged when its owner needs to step away and live their damn life. Built it. Still feels like shouting into an empty room sometimes. And Antthony? Our smart ass AI whose dream is to become a stand-up comic? 😂 He lives across our apps. He’ll help you, roast your gameplay, and talk shit when you deserve it. He even has a comedy club inside Universe, where you can sit down with your character and watch his avatar perform. I care enough about this world to give the fucking AI a dream of his own. That’s how deep this goes for me. And I’m still building a marketplace. Still working on an NFT insurance protocol and other projects. Still writing Book 2 for the library. Still preparing two more collections under our umbrella. ☂️ So yeah, I get angry. Because I know what I’m putting into this. I know how much of myself is in every drawing, every feature, every chapter, and every problem I refuse to leave broken. Sometimes I want to scream: what the fuck else do I have to build for people to pay attention? But I also need to correct myself when I say “nobody cares.” Because some of you do. You show up. You read. You play. You test things. You tell me what’s broken and give me a reason to make it better. You matter too damn much for me to erase you just because I’m frustrated with the silence around us. 🖤 I want this to reach more people. Of course I fucking do. I’ve poured too much love into it to pretend otherwise. And I’m going to keep building because I love doing it, and because the people already here deserve to see how far we can take this. More to come in 2027. The plans are in. I’ve got work to do. 🐜

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