专注于分布式系统架构AI辅助开发工具(Claude
Code中文周刊)
当前位置：Toy Tech Blog 前沿哨所 正文

AI代理大比拼：Gemini 3 Pro vs 2.5 Pro在宝可梦水晶中的表现

2025-12-20 分类：前沿哨所 阅读(2) 评论(0)
智谱 GLM，支持多语言、多任务推理。从写作到代码生成，从搜索到知识问答，AI 生产力的中国解法。

本文深入比较了Gemini 3 Pro和2.5 Pro两个AI模型在宝可梦水晶游戏中的实战表现。Gemini 3 Pro以更高效率（回合数减半、令牌消耗少60%）和更强能力脱颖而出，成功成为冠军而未输一局，而2.5 Pro在Olivine Lighthouse等挑战中陷入循环困境。研究突显了Gemini 3 Pro在空间意识、标记感知导航、多任务处理和长期规划方面的显著优势，同时揭示了其未经验证假设等弱点。这一实验为AI代理在复杂环境中的发展提供了宝贵洞察，强调了智能规划与工具使用在长时程任务中的关键价值。

原文链接：Hacker News

赞(0)
未经允许不得转载：Toy Tech Blog » AI代理大比拼：Gemini 3 Pro vs 2.5 Pro在宝可梦水晶中的表现
分享到
免费、开放、可编程的智能路由方案，让你的服务随时随地在线。

相关推荐

评论 抢沙发

取消

置顶推荐

快讯

  • AnyRouter Transparent Proxy Update: New Web Request Monitoring Feature

    The open-source project AnyRouter-Transparent-Proxy recently received a significant update with the addition of a web request monitoring management panel. Developed based on FastAPI, this project aims to resolve the 500 error issues encountered by AnyRouter in the Claude Code for VS Code plugin. The newly added monitoring panel allows users to visually view the success or failure status of API requests, accessible simply by visiting http://IP:port/admin. Although the configuration page is currently read-only and cannot be modified, this does not affect the use of the monitoring functionality. This tool provides developers using Claude Code with a local transparent proxy solution, effectively resolving API connection issues and enhancing the development experience. The project has been open-sourced on GitHub, and developers are welcome to follow and use it.

    Original Link:Linux.do

  • Fix AnyRouter Public Claude API Error 520: A Simple Environment Variable Solution

    Recently, users have encountered error code 520 when using the Claude service on AnyRouter's public platform, preventing normal service operation. The error appears as 'All providers failed, status: 520' with a retry prompt. For this issue, the technical community has provided a simple and effective solution. Users only need to locate Claude's configuration file (macOS path: /Users/username/.claude/settings.json, similar path for Windows systems), create it if it doesn't exist, and add the property: 'CLAUDE_CODE_DISABLE_NONESSENTIAL_TRAFFIC':true. After saving, restart Claude to restore normal functionality. Analysis suggests this issue may be related to API forwarding interference caused by reverse engineering, and this environment variable can effectively filter out non-essential traffic interference. This solution is straightforward and requires no complex operations, resolving the troublesome 520 error and improving the AnyRouter public platform user experience.

    Original link:Linux.do

  • Website Anti-Scraping Upgrades: Combating the Surge in LLM Training Data Bots

    As a flood of web scrapers descended on sites to collect LLM training data in early 2025, website administrators have been forced to strengthen their anti-scraping measures. These bots predominantly use outdated browser user agents, particularly Chrome versions, placing immense strain on website servers. The article details how the author identifies and blocks these scrapers by detecting suspicious browser versions, specifically highlighting issues with archival sites like archive.* that employ fake user agents and IP addresses. The author recommends using the more standardized archival service, archive.org. The piece reveals the real-world impact of AI training data collection on website operations, offering the tech community frontline experience in dealing with LLM training data scrapers.

    Original Link:Hacker News

  • Self-Hosted PostgreSQL: A Cost-Benefit and Technical Advantage Analysis

    The article author shares their two-year experience self-hosting PostgreSQL databases, pointing out that cloud database service providers have promoted the narrative that 'database hosting is dangerous' over the past decade, when in reality most cloud hosts simply run slightly modified open-source Postgres servers. The author provides a detailed comparison of the pros and cons of self-hosting versus cloud database services, including cost, performance, reliability, and operational complexity. The article offers specific PostgreSQL configuration parameters and optimization recommendations, including memory configuration, connection management, storage optimization, and WAL configuration. Through actual migration experience, the author demonstrates that self-hosting PostgreSQL is not only more cost-effective (saving hundreds of dollars monthly) but also provides better performance and greater control. The article concludes that while self-hosting may not be the best choice for all scenarios, it's a worthwhile option for most teams to consider under specific conditions.

    Original link:Hacker News

  • AI Video Generation Breakthrough: Student Cafeteria Scene Shows Major Progress

    This article shares a high-quality AI-generated video centered around students arriving at the cafeteria before meals are ready, designed to stall them. The author notes that while the video's tone is somewhat unusual, it represents significant progress compared to previous AI videos that couldn't feature speech. The video features complex and challenging plot design, and the author highly recommends watching it. The link points to the actual video file, showcasing the latest applications of AI technology in video generation, with potential involvement from Doubao AI. This reflects the rapid development of generative AI in content creation, particularly breakthroughs in natural language processing and video synthesis, offering valuable insights for tech enthusiasts.

    Original Link:Linux.do

  • Fixing Antigravity Login Redirect Issues: A Tested 3-Step Solution

    This article provides practical solutions for users experiencing browser redirect issues and region restrictions when using Antigravity services. The core steps include: 1. Using Proxifier software to resolve redirect obstacles; 2. Changing your Google account's associated region by submitting an application through the official form; 3. Enabling proxy software and selecting a node that matches your account's region. This method is based on real user experience, with successful login achieved after changing the region from Hong Kong to Singapore. It emphasizes that proxy software must be configured in TUN mode or global proxy mode. The content includes detailed operational guidelines, suitable for tech-savvy users handling network service access challenges, offering practical technical value.

    Original Link:Linux.do

最新评论

热门标签

AI(660)Gemini(341)人工智能(335)claude(220)GitHub(164)google(112)article(101)model(84)Chatgpt(83)openai(81)tool(78)AI工具(77)code(75)大模型(74)谷歌(73)开源项目(64)users(64)AI模型(61)大语言模型(61)开源工具(59)agent(57)open(55)Guide(54)cursor(53)user(51)Antigravity(49)source(48)api(46)开源(46)Claude Code(45)

十年稳如初 — LocVPS，用时间证明实力

10+ 年老牌云主机服务商，全球机房覆盖，性能稳定、价格厚道。

老品牌，更懂稳定的价值你的第一台云服务器，从 LocVPS 开始