深圳龙岗企业星卡科技发布AI诊断智能体“Tyler”，基于自研汽车大语言模型ThinkLLM，通过深度学习超2.4亿次真实用户数据，打破传统汽修依赖个人经验的信息壁垒，为全球汽车后市场提供智能化解决方案。
上海杨浦区法院近日审理一起利用AI技术敲诈勒索案。被告人杨某通过AI伪造医院诊断证明和收费单据，以在餐厅就餐导致生病为由，向烤肉店恶意索赔2000元。店家赔付后报警，法院当庭宣判。此案警示AI技术被滥用为犯罪工具。
上海新华医院启动DeepRare罕见病AI诊断系统全国多中心临床验证。该系统基于超1.8万病例数据，旨在解决罕见病诊断难、诊断慢的困境，并已获国际顶级期刊《自然》认可，成为全球首个可追溯的AI诊断工具。
英国NHS医院将开展为期三年的Vanguard Path研究，测试人工智能工具ArteraAI用于前列腺癌诊断和治疗决策。该项目由前列腺癌英国组织和牛津大学共同领导，获19万英镑资助，计划使用超4000名男性活检样本进行验证。
AI DNS诊断工具
Xai
$1.4
Input tokens/M
$3.5
Output tokens/M
2k
Context Length
Google
$0.7
$2.8
1k
Alibaba
-
$6
$24
256
Moonshot
$4
$16
Bytedance
Deepseek
$12
128
Baidu
Tencent
$2
markymark 是一个用于 Markdown 和结构化数据文件的语言服务器与 AI 代理工具，提供导航、重构、搜索和诊断功能，支持 LSP 和 MCP 协议。
专为Trae IDE开发的MCP诊断工具，实时获取项目错误、警告和提示信息，助力AI Agent提供精准代码分析和修复建议。
MCP Heimdall是一个高级环境架构与诊断工具，专为模型上下文协议设计，帮助AI代理理解、验证和修复其执行环境，提供系统架构、运行时版本、依赖项等详细洞察及可操作的修正建议。
一个基于模型上下文协议（MCP）的网络诊断服务器，为AI代理提供网络分析工具，包括连通性测试、批量操作、本地网络信息获取、数据包捕获分析等功能，支持安全控制和结构化数据输出。
%20--%3e%3cdefs%3e%3cstyle%3e%20.st0%20{%20fill:%20%23061b40;%20}%20.st1%20{%20fill:%20%23306af1;%20}%20.st2%20{%20fill:%20%235ce5cf;%20}%20%3c/style%3e%3c/defs%3e%3cg%3e%3cpath%20class='st0'%20d='M55,10.5h9v3h-9v9h12V7.5h-12v3ZM64,19.5h-6v-3h6v3Z'/%3e%3cpolygon%20class='st0'%20points='69%2016.5%2078%2016.5%2078%2019.5%2069%2019.5%2069%2022.5%2081%2022.5%2081%2013.5%2072%2013.5%2072%2010.5%2081%2010.5%2081%207.5%2069%207.5%2069%2016.5'/%3e%3cpolygon%20class='st0'%20points='95%2010.5%2095%207.5%2083%207.5%2083%2022.5%2095%2022.5%2095%2019.5%2086%2019.5%2086%2016.5%2095%2016.5%2095%2013.5%2086%2013.5%2086%2010.5%2095%2010.5'/%3e%3cpath%20class='st0'%20d='M40,1.5v21h11.6l1.4-1.4v-7.6h0c0,0-1.4-1.5-1.4-1.5l1.4-1.4V2.9l-1.4-1.4h-11.6ZM50,19.5h-7v-6h7v6ZM50,10.5h-7v-6h7v6Z'/%3e%3c/g%3e%3cpath%20class='st1'%20d='M23.1,24L14.7,4.8l-4.9,11.2h3.8l-1.8,4H3.3L12.1,0H2C.9,0,0,.9,0,2v20c0,1.1.9,2,2,2h21.1Z'/%3e%3cpath%20class='st2'%20d='M34,0h-16.8l10.6,24h6.2c1.1,0,2-.9,2-2V2C36,.9,35.1,0,34,0ZM32.5,20h-4V4h4v16Z'/%3e%3c/svg%3e)
'%3e%3cpath%20d='M55.2622%2038L48.2289%2022L44.1206%2031.3333H47.2539L45.7872%2034.6667H38.7622L46.0956%2018H37.6706C36.7539%2018%2036.0039%2018.75%2036.0039%2019.6667V36.3333C36.0039%2037.25%2036.7539%2038%2037.6706%2038H55.2622Z'%20fill='white'/%3e%3cpath%20d='M64.3368%2018H50.3535L59.1535%2038H64.3368C65.2535%2038%2066.0035%2037.25%2066.0035%2036.3333V19.6667C66.0035%2018.75%2065.2535%2018%2064.3368%2018ZM63.0868%2034.6667H59.7535V21.3333H63.0868V34.6667Z'%20fill='%23FFCC66'/%3e%3cpath%20d='M89.3379%2026.75V29.25H81.8379V36.75H91.8379V24.25H81.8379V26.75H89.3379ZM84.3379%2034.25V31.75H89.3379V34.25H84.3379Z'%20fill='white'/%3e%3cpath%20d='M103.504%2036.75V29.25H96.0039V26.75H103.504V24.25H93.5039V31.75H101.004V34.25H93.5039V36.75H103.504Z'%20fill='white'/%3e%3cpath%20d='M115.17%2026.75V24.25H105.17V36.75H115.17V34.25H107.67V31.75H115.17V29.25H107.67V26.75H115.17Z'%20fill='white'/%3e%3cpath%20d='M80.1712%2029.25V29.175L78.9962%2028L80.1712%2026.825V20.425L78.9962%2019.25H69.3379V36.75H78.9962L80.1712%2035.575V29.25ZM77.6712%2034.25H71.8379V29.25H77.6712V34.25ZM77.6712%2026.75H71.8379V21.75H77.6712V26.75Z'%20fill='white'/%3e%3c/g%3e%3cg%20clip-path='url(%23clip1_644_3948)'%3e%3cpath%20d='M169.59%2022.9827L169.59%2023.6491H177.409L168.175%2032.8822L169.118%2033.8248L178.351%2024.5917L178.352%2032.4106H179.685V22.3164L179.018%2022.3157H169.59V22.9827Z'%20fill='white'/%3e%3c/g%3e%3cdefs%3e%3cclipPath%20id='clip0_644_3948'%3e%3crect%20width='80'%20height='20'%20fill='white'%20transform='translate(36%2018)'/%3e%3c/clipPath%3e%3cclipPath%20id='clip1_644_3948'%3e%3crect%20width='20'%20height='20'%20fill='white'%20transform='translate(164%2018)'/%3e%3c/clipPath%3e%3c/defs%3e%3c/svg%3e)
