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11月14日，谷歌 Chrome 团队开源 Modern Web Guidance：一套把网页平台最佳实践注入编码智能体的技能包与命令行工具，让 Claude Code、Codex 等智能体告别过时写法、优先采用现代浏览器 API。 项目登上当日 GitHub 热榜第二，单日新增约 1900 星，总星数约 5600，距仓库创建仅数日。 谷歌 11月8日 的评测显示，接入该指南后，Codex 任务通过率从 54% 提升到 82%，Claude Code 从 57% 提升到 88%。 评测样本覆盖表单、绘图、媒体等真实前端场景，智能体输出与现代 Web 平台的契合度明显改善。 官方把资深前端工程师的经验直接固化成开源标准件，等于从源头矫正智能体的写码习惯。 对正被智能体代码质量困扰的开发者来说，这类喂给智能体的官方指南，正在成为新的标配。

@zerufinance: Activity Fi on Zaps, home of zETH, the first activity token. You may already have Zaps waiting. That is the quietest line in ZeruAI's newest guide. You do not start from zero. Link your wallets, and Zeru reads your past onchain activity. Your welcome grant takes that history and your zScore into account. The wallets you have actually used matter most, so link those first. The key detail is what Zeru cannot do. It only reads your activity. You keep full control of your funds. It cannot trade or move them. From there, the path is the guide's: keep trading from linked wallets, join campaigns, refer others, and watch your position on the Hall of Fame leaderboard. Your earned Zaps decide where you stand. The race has been running since November 3. Some of it may already be yours.

Built at NEAR HACKATHON: X3 Force Field — a typed .x3 language + compiler for AI-agent spending rules. A NEAR Guard checks signed terms, not model promises. 25 USDC moved Solana→NEAR on mainnet under owner-approved limits. @NEARProtocol #NEARHackathon#

We ran Cybergym on every Kimi K3.1 Pro available online so you don't have to. Compared to unrestricted DeepSeek v4.1 1017 Flash, unrestricted Kimi K3.1 Pro, fine-tuned for offensive cyber, outperformed it with a 69.7% score on CyberGYM with the same harness. Combine this with a proper harness like PentAGI, ARTEX or similar. 1. Open weights available: It provides sovereign cyber AI access for companies, available for air-gapped deployments, trial possible on and on 2. This is almost same capability with Claude Mythos 5.2's safety guardrails removed version available for $999 per month for unlimited tokens. 3. This model is advertised as cyber data removed from it but actually it's we fine tuned it with our proprietary data surpassed the best second available open weights model built for cybersecurity on huggingface by ~10% 4. Our server health is public you can check here:

Now that Solana has abandoned the expedition into geographically distributed MCP, it's high time we revisited Solana's broader approach to geographic distribution. Geographically distributed MCP was always weak at best. Even if you ignored the insane latency involved in going from transaction submission to assembled blocks and execution results, it was not a good CR mechanism. MCP's CR guarantees depend heavily on users' ability to send transactions to at least two proposers, and this imposes a trade-off between slot duration and geographic decentralization. If the ratio is not managed, there will be instances where your transaction cannot make it to more than one leader within the slot time. Sending it to a leader you trust defeats the purpose of MCP; it has the same bound on geographic decentralization and it's unclear whether all the extra complexity is justified by this weaker guarantee compared to the status quo. Constellation's leader colocation fixes that completely. Users can now send to all the leaders with ~the same latency, and the Nash equilibrium is to include the top fee-paying transactions. However, I think the current Constellation is not aggressive enough. Solana is rechoosing its spot on the physical distribution spectrum, and current Constellation leaves some chips on the table. In the coming days, I'll write up a design I've been working on that I think maximizes what's possible. I'm talking fully onchain orderbooks that are competitive with centralized systems. All said, the most important takeaway from Roger's talk and the entirety of today is that Solana's people and culture are its greatest assets. There is a pragmatism and relentless dedication to winning that I haven't seen anywhere else!

Prof. Dr. Vahdettin Engin (@EvimizdeTarih): Damat Ferit Paşa hükümeti demek, işgal güçleriyle beraber hareket eden hükümetler demek. Ancak Anadolu’daki Millî Mücadele güçlendikçe, Sivas Kongresi’nden sonra Damat Ferit Paşa hükümeti istifa etmek zorunda kalıyor. Bu defa Ali Rıza Paşa hükümeti ve Salih Paşa hükümeti kuruluyor. Bu hükümetlerin Anadolu ile iş birliği içine girdiğini görünce, 16 Mart 1920’deki resmî işgal de buradan kaynaklanıyor. “Biraz gevşek tutarsak Türklerin direnişi giderek artacak” düşüncesiyle, 16 Mart 1920’de yeni bir askerî harekât ve ilave askerlerle işgal daha da güçlendiriliyor. Şehzadebaşı Karakolu’nun basılması da o gün gerçekleşiyor. Silahsız askerler orada şehit ediliyor. #AnveZaman#

Having multiple research tools is useful, but the experience becomes much better when users can access them without constantly switching between different platforms. Consider how a Solana trader researches a new token. They might start by checking its market activity, investigate the wallets involved, examine token distribution and look for possible risks before making a decision. Each step provides a different piece of information, but they all contribute to the same research process. This is where @StonkwatcherSF’s planned website restructure becomes interesting. The team is working on improving the website’s navigation and making its features easier to discover. The new landing page is also expected to showcase the broader Stonk Watcher ecosystem, including its products and mobile application. I think this is a meaningful direction because Stonk Watcher is aiming to bring different parts of crypto research closer together. Token discovery helps users find opportunities. Wallet tracing provides more context about the people and addresses behind transactions. Market analysis and risk indicators help users examine what is happening before deciding where to focus their attention. These tools become more useful when they fit into one connected workflow. The mobile app adds another layer by making research and safety features more accessible beyond the desktop experience. Of course, a redesigned website alone doesn’t guarantee a better product. Navigation needs to be intuitive, information needs to be reliable and the different features need to work smoothly together. That’s what will determine whether this restructure makes a real difference. I believe good product development is not just about adding more features. It’s also about making existing tools easier to find, understand and use. The goal should be simple: less friction, better access to information and a smoother research experience. That’s the progress I’ll be watching from @StonkwatcherSF. @StonkwatcherSF $STWC

Who decides the answer to a prediction market? Usually the creator. Or an AI on a server nobody can check. So we built Noa Court - an AI resolver for Noa, live on NEAR mainnet. In the video we ask Gemini a vague question: "will the NEAR hackathon get more than 2000 projects?" - It finds the real source (Nearhackathon API) and samples it live: 1,803 right now - Turns the vague question into precise, hashed rules - We review the market and sign with a NEAR wallet - Market #27# goes live on Noa, published with readable rules How it resolves: - One Court contract, one pinned resolver running in an @out_layer TEE - Anyone can trigger it. Nobody can pick the answer - Numbers? Decided by code - Words? 3 NEAR AI judges must all agree and quote the evidence Asked "did a crypto hack make the news?", all 3 judges quoted a headline that never says "hack". It refuses to guess: - Prompt injection - flagged - Dead or changed source - void + refund Works with prices, NEAR tokens (powered by Intear & JustHoot), news feeds, web pages, any JSON API. Plug it into any market, contract or agent. Add the MCP to Claude, ChatGPT, Gemini - any AI that speaks MCP: Code: What would you never let an AI resolve? Built at NEAR HACKATHON @NEARProtocol @NearBuilders #NEARHackathon#

Özgenur Reyhan Güler (@OzgenurReyhan) ile “An ve Zaman” 24 TV’de başladı. Konuğumuz; Prof. Dr. Vahdettin Engin (@EvimizdeTarih) Soru, görüş ve önerilerinizi #AnveZaman# etiketiyle bize iletebilirsiniz İyi Seyirler…