{ "schemaVersion": "bitshovel-managed-objects-v2", "planes": [ { "id": "plane:open-source-growth", "lane": "openSourceGrowth", "label": { "zh": "开源项目", "en": "Open-source projects" }, "description": { "zh": "从仓库与版本记录观察项目是否值得采用。", "en": "Follow repository and release evidence to decide whether a project is worth adopting." } }, { "id": "plane:product-radar", "lane": "productRadar", "label": { "zh": "工具与产品", "en": "Tools & products" }, "description": { "zh": "把产品的新能力、可用性与使用反馈沿同一条线积累。", "en": "Keep product capabilities, availability, and usage evidence on a continuous line." } }, { "id": "plane:opportunity", "lane": "opportunity", "label": { "zh": "经营与机会", "en": "Business & opportunities" }, "description": { "zh": "从价格、成本和供需变化中检验具体机会的成立条件。", "en": "Examine when changes in pricing, costs, or supply make a concrete opportunity viable." } }, { "id": "plane:workflow", "lane": "workflow", "label": { "zh": "实践与方法", "en": "Practice & methods" }, "description": { "zh": "连接方法、工具与实践记录，理解适用条件和失败边界。", "en": "Connect methods, tools, and practice records to understand where a workflow works or fails." } }, { "id": "plane:founder-story", "lane": "founderStory", "label": { "zh": "创业经验", "en": "Founder experience" }, "description": { "zh": "沿人物、公司和经营实践回看选择、反馈与结果。", "en": "Follow people, companies, and operating practice through decisions, feedback, and outcomes." } }, { "id": "plane:platform-shift", "lane": "platformShift", "label": { "zh": "平台与规则", "en": "Platforms & policies" }, "description": { "zh": "把模型、平台和安全边界的变化放回各自的发展脉络。", "en": "Place changes in models, platforms, and safety boundaries in their continuing context." } } ], "objects": [ { "id": "market:frontier-models", "kind": "market", "label": { "zh": "前沿模型市场", "en": "Frontier model market" }, "description": { "zh": "前沿模型的发布、价格、能力与使用条件。", "en": "Frontier-model releases, pricing, capabilities and access conditions." }, "peerGroupId": "frontier-models", "aliases": [ "frontier models", "大模型" ] }, { "id": "model-family:zhipu-glm", "kind": "model-family", "label": { "zh": "智谱 GLM", "en": "Zhipu GLM" }, "description": { "zh": "智谱 GLM 系列模型的版本发布、能力与使用条件。", "en": "Releases, capabilities and access conditions across the Zhipu GLM model family." }, "parentId": "market:frontier-models", "comparisonMember": "zhipu-glm", "aliases": [ "GLM", "ChatGLM", "Zhipu" ] }, { "id": "model-version:zhipu-glm-5-3-flash", "kind": "model-version", "label": { "zh": "GLM-5.3-Flash", "en": "GLM-5.3-Flash" }, "description": { "zh": "GLM-5.3-Flash 的发布、能力与使用条件。", "en": "Releases, capabilities and access conditions for GLM-5.3-Flash." }, "parentId": "model-family:zhipu-glm", "predecessorIds": [], "aliases": [ "glm-5.3-flash", "glm 5.3 flash" ] }, { "id": "model-family:openai-gpt", "kind": "model-family", "label": { "zh": "OpenAI GPT", "en": "OpenAI GPT" }, "description": { "zh": "OpenAI GPT 模型产品族及其价格、能力与发布变化。", "en": "The OpenAI GPT model family and its pricing, capability, and release changes." }, "parentId": "market:frontier-models", "comparisonMember": "openai-gpt", "aliases": [ "GPT", "OpenAI" ] }, { "id": "model-version:openai-gpt-5-6-sol", "kind": "model-version", "label": { "zh": "GPT-5.6 Sol", "en": "GPT-5.6 Sol" }, "description": { "zh": "GPT-5.6 Sol 的价格与使用条件变化。", "en": "Pricing and access changes for GPT-5.6 Sol." }, "parentId": "model-family:openai-gpt", "predecessorIds": [], "aliases": [ "gpt-5.6-sol", "gpt 5.6 sol" ] }, { "id": "model-family:qwen", "kind": "model-family", "label": { "zh": "通义 Qwen", "en": "Qwen" }, "description": { "zh": "Qwen 系列模型的版本发布、架构与使用条件。", "en": "Releases, architecture and access conditions across the Qwen model family." }, "parentId": "market:frontier-models", "comparisonMember": "qwen", "aliases": [ "Qwen", "通义千问" ] }, { "id": "model-version:qwen-3-8-flash-next", "kind": "model-version", "label": { "zh": "Qwen3.8-Flash-Next", "en": "Qwen3.8-Flash-Next" }, "description": { "zh": "Qwen3.8-Flash-Next 的发布、能力与使用条件。", "en": "Releases, capabilities and access conditions for Qwen3.8-Flash-Next." }, "parentId": "model-family:qwen", "predecessorIds": [], "aliases": [ "qwen3.8-flash-next", "qwen 3.8 flash next" ] }, { "id": "model-family:google-gemini", "kind": "model-family", "label": { "zh": "Google Gemini", "en": "Google Gemini" }, "description": { "zh": "Google Gemini 模型产品族及其多模态能力变化。", "en": "The Google Gemini model family and its multimodal capability changes." }, "parentId": "market:frontier-models", "comparisonMember": "google-gemini", "aliases": [ "Gemini", "Google Gemini" ] }, { "id": "model-version:google-gemini-3-5-transcribe", "kind": "model-version", "label": { "zh": "Gemini 3.5 Transcribe", "en": "Gemini 3.5 Transcribe" }, "description": { "zh": "Gemini 3.5 Transcribe 的发布、能力与使用条件。", "en": "Releases, capabilities and access conditions for Gemini 3.5 Transcribe." }, "parentId": "model-family:google-gemini", "predecessorIds": [], "aliases": [ "gemini-3.5-transcribe", "gemini 3.5 transcribe" ] }, { "id": "model-family:deepseek", "kind": "model-family", "label": { "zh": "DeepSeek", "en": "DeepSeek" }, "description": { "zh": "DeepSeek 模型产品族；沿版本记录追踪能力、开放方式与采用条件。", "en": "The DeepSeek model family, with version records for capabilities, access, and adoption conditions." }, "parentId": "market:frontier-models", "comparisonMember": "deepseek", "aliases": [ "DeepSeek" ] }, { "id": "model-family:anthropic-claude", "kind": "model-family", "label": { "zh": "Anthropic Claude", "en": "Anthropic Claude" }, "description": { "zh": "Anthropic Claude 模型产品族；分别保留模型版本及其定价、能力与安全证据。", "en": "The Anthropic Claude model family, with distinct versions and evidence on pricing, capability, and safety." }, "parentId": "market:frontier-models", "comparisonMember": "anthropic-claude", "aliases": [ "Claude", "Anthropic" ] }, { "id": "model-version:anthropic-claude-opus-5", "kind": "model-version", "label": { "zh": "Claude Opus 5", "en": "Claude Opus 5" }, "description": { "zh": "Claude Opus 5 的发布、能力与使用条件。", "en": "Releases, capabilities and access conditions for Claude Opus 5." }, "parentId": "model-family:anthropic-claude", "predecessorIds": [], "aliases": [ "claude opus 5", "opus 5", "claude-code-opus-5-auto-mode", "claude code opus 5 auto mode" ] }, { "id": "model-version:deepseek-v4-flash-vision-exp", "kind": "model-version", "label": { "zh": "DeepSeek-V4-Flash-Vision-Exp", "en": "DeepSeek-V4-Flash-Vision-Exp" }, "description": { "zh": "DeepSeek-V4-Flash-Vision-Exp 的发布、能力与使用条件。", "en": "Releases, capabilities and access conditions for DeepSeek-V4-Flash-Vision-Exp." }, "parentId": "model-family:deepseek", "predecessorIds": [], "aliases": [ "deepseek-v4-flash-vision-exp", "deepseek v4 flash vision exp" ] }, { "id": "model-version:claude-fable-5-1", "kind": "model-version", "label": { "zh": "Claude Fable 5.1", "en": "Claude Fable 5.1" }, "description": { "zh": "Claude Fable 5.1 的发布、能力与使用条件。", "en": "Releases, capabilities and access conditions for Claude Fable 5.1." }, "parentId": "model-family:anthropic-claude", "predecessorIds": [], "aliases": [ "claude-fable-5-1", "claude fable 5 1" ] }, { "id": "model-version:gemini-3-7-flash", "kind": "model-version", "label": { "zh": "Gemini 3.7 Flash", "en": "Gemini 3.7 Flash" }, "description": { "zh": "Gemini 3.7 Flash 的发布、能力与使用条件。", "en": "Releases, capabilities and access conditions for Gemini 3.7 Flash." }, "parentId": "model-family:google-gemini", "predecessorIds": [], "aliases": [ "gemini-3-7-flash", "gemini 3 7 flash" ] }, { "id": "model-version:openai-gpt-6-astra", "kind": "model-version", "label": { "zh": "GPT-6 Astra", "en": "GPT-6 Astra" }, "description": { "zh": "OpenAI GPT-6 Astra 的发布、能力与机制讨论。", "en": "Release, capability and mechanism coverage of OpenAI GPT-6 Astra." }, "parentId": "model-family:openai-gpt", "predecessorIds": [], "aliases": [ "gpt-6-astra", "GPT-6 Astra", "Astra" ] }, { "id": "model-version:openai-gpt-5-6-cyber", "kind": "model-version", "label": { "zh": "GPT-5.6 Cyber", "en": "GPT-5.6 Cyber" }, "description": { "zh": "安全研究中明确使用的 GPT-5.6 Cyber 预览版本；实验结论仅适用于所述条件。", "en": "The GPT-5.6 Cyber preview named in a security study; results remain limited to the described conditions." }, "parentId": "model-family:openai-gpt", "predecessorIds": [], "aliases": [ "gpt-5.6-cyber", "GPT 5.6 Cyber" ] }, { "id": "model-family:google-weathernext", "kind": "model-family", "label": { "zh": "Google WeatherNext", "en": "Google WeatherNext" }, "description": { "zh": "Google WeatherNext 天气模型的版本发布与服务接入。", "en": "Releases and service integrations for Google WeatherNext weather models." }, "aliases": [ "WeatherNext" ] }, { "id": "model-version:google-weathernext-3", "kind": "model-version", "label": { "zh": "WeatherNext 3", "en": "WeatherNext 3" }, "description": { "zh": "WeatherNext 3 的发布与后续能力、访问条件记录。", "en": "Release and subsequent capability and access records for WeatherNext 3." }, "parentId": "model-family:google-weathernext", "predecessorIds": [], "aliases": [ "WeatherNext 3" ] }, { "id": "model-family:meta-muse", "kind": "model-family", "label": { "zh": "Meta Muse 模型", "en": "Meta Muse models" }, "description": { "zh": "Muse 模型产品族的发布、访问与使用条件；开放权重计划和实际发布分开记录。", "en": "Muse model-family releases, access, and usage conditions, distinguishing open-weight plans from availability." }, "aliases": [ "Meta Muse", "Muse Spark" ] }, { "id": "model-version:meta-muse-spark-1-3", "kind": "model-version", "label": { "zh": "Muse Spark 1.3", "en": "Muse Spark 1.3" }, "description": { "zh": "Muse Spark 1.3 的发布与后续能力、访问条件记录。", "en": "Release and subsequent capability and access records for Muse Spark 1.3." }, "parentId": "model-family:meta-muse", "predecessorIds": [], "aliases": [ "Muse Spark 1.3" ] }, { "id": "entity:hugging-face", "kind": "entity", "entityType": "organization", "label": { "zh": "Hugging Face 平台", "en": "Hugging Face platform" }, "description": { "zh": "Hugging Face 平台的所有权、基础设施与开放访问变化。", "en": "Ownership, infrastructure and open-access developments at Hugging Face." }, "aliases": [ "Hugging Face 平台", "Hugging Face platform" ] }, { "id": "entity:huggingface-funes", "kind": "entity", "entityType": "project", "label": { "zh": "funes", "en": "funes" }, "description": { "zh": "面向编码智能体的 funes 记忆工具；沿官方发布记录其能力与本地数据持有方式。", "en": "The funes memory tool for coding agents, following official release evidence on capability and local data ownership." }, "aliases": [ "funes" ] }, { "id": "entity:trl-openenv-code-painting", "kind": "entity", "entityType": "method", "label": { "zh": "TRL / OpenEnv 编码模型训练", "en": "Training coding models with TRL / OpenEnv" }, "description": { "zh": "使用 TRL 与 OpenEnv 训练编码模型的公开方法案例；分别保留工具、步骤和结果的证据。", "en": "A published method for training coding models with TRL and OpenEnv, keeping evidence for tools, steps, and outcomes distinct." }, "aliases": [ "TRL / OpenEnv 编码模型训练", "Training coding models with TRL / OpenEnv" ] }, { "id": "entity:mdview", "kind": "entity", "entityType": "product", "label": { "zh": "mdview", "en": "mdview" }, "description": { "zh": "mdview Markdown 阅读器的产品迭代与作者经营反馈；下载量和收入保留自述口径。", "en": "mdview Markdown reader updates and its maker’s operating feedback; installation and revenue figures remain self-reported." }, "aliases": [ "mdview" ] }, { "id": "entity:perplexity-lily", "kind": "entity", "entityType": "project", "label": { "zh": "Perplexity Lily", "en": "Perplexity Lily" }, "description": { "zh": "pplx-garden 内的 Lily 推理服务器子项目；按支持的检查点、硬件和测量条件追踪。", "en": "The Lily inference-server subproject within pplx-garden, tracked by supported checkpoints, hardware, and measurement conditions." }, "aliases": [ "Perplexity Lily" ] }, { "id": "entity:openai-hugging-face-2026", "kind": "entity", "entityType": "topic", "label": { "zh": "OpenAI / Hugging Face 智能体事件", "en": "OpenAI / Hugging Face agent incident" }, "description": { "zh": "围绕 METR 调查的 OpenAI / Hugging Face 智能体事件，持续记录报告修订与当事方回应。", "en": "The OpenAI / Hugging Face agent incident investigated by METR, following report revisions and responses from the parties involved." }, "aliases": [ "OpenAI / Hugging Face 智能体事件", "OpenAI / Hugging Face agent incident" ] }, { "id": "entity:afterquery", "kind": "entity", "entityType": "organization", "label": { "zh": "AfterQuery", "en": "AfterQuery" }, "description": { "zh": "AfterQuery 的融资与经营发展；媒体报道中的估值和进展保留来源口径。", "en": "AfterQuery funding and business development, preserving the source and limits of reported valuations and progress." }, "aliases": [ "AfterQuery" ] }, { "id": "entity:chatgpt-work", "kind": "entity", "entityType": "product", "label": { "zh": "ChatGPT Work", "en": "ChatGPT Work" }, "description": { "zh": "ChatGPT Work 的使用方式与功能变化。", "en": "How ChatGPT Work is used and how its features are developing." }, "aliases": [ "ChatGPT Work" ] }, { "id": "entity:huggingface-kernels", "kind": "entity", "entityType": "project", "label": { "zh": "@huggingface/kernels", "en": "@huggingface/kernels" }, "description": { "zh": "@huggingface/kernels WebGPU 内核包的能力、版本与本地运行条件。", "en": "Capabilities, releases, and local runtime requirements of the @huggingface/kernels WebGPU package." }, "aliases": [ "@huggingface/kernels" ] }, { "id": "entity:gradio", "kind": "entity", "entityType": "product", "label": { "zh": "Gradio 工作流", "en": "Gradio workflows" }, "description": { "zh": "Gradio 的可视化工作流、节点执行与部署能力；gr.Workflow 是其中的功能。", "en": "Gradio visual workflows, node execution, and deployment capabilities, including its gr.Workflow feature." }, "aliases": [ "Gradio 工作流", "Gradio workflows" ] }, { "id": "entity:runway-solaris", "kind": "entity", "entityType": "product", "label": { "zh": "Runway Solaris", "en": "Runway Solaris" }, "description": { "zh": "Runway 的 Solaris 界面世界模型研究，以及访问与交付条件。", "en": "Runway’s Solaris interface-world-model research, with access and delivery conditions." }, "aliases": [ "Runway Solaris" ] }, { "id": "entity:anthropic-alignment-security", "kind": "entity", "entityType": "topic", "label": { "zh": "Anthropic 对齐安全", "en": "Anthropic alignment security" }, "description": { "zh": "Anthropic 对齐安全的事件复盘、评估限制与工程修复；与具体工具漏洞分别记录。", "en": "Anthropic alignment-security retrospectives, evaluation restrictions, and engineering responses, recorded separately from tool-specific vulnerabilities." }, "aliases": [ "Anthropic 对齐安全", "Anthropic alignment security" ] }, { "id": "entity:pollen-microduck", "kind": "entity", "entityType": "product", "label": { "zh": "Pollen MicroDuck", "en": "Pollen MicroDuck" }, "description": { "zh": "Pollen Robotics 的 MicroDuck 机器人与软件训练栈；硬件交付、许可和技能支持分别追踪。", "en": "Pollen Robotics’ MicroDuck robot and software training stack, with separate evidence for hardware delivery, licensing, and skill support." }, "aliases": [ "Pollen MicroDuck" ] }, { "id": "entity:anthropic-claude-code", "kind": "entity", "entityType": "product", "label": { "zh": "Claude Code", "en": "Claude Code" }, "description": { "zh": "Claude Code 编码工具的任务执行、扩展与授权方式。", "en": "Task execution, extensions and authorization in the Claude Code coding tool." }, "aliases": [ "Claude Code" ], "lanes": [ "platformShift", "openSourceGrowth", "productRadar" ] }, { "id": "entity:prequel-2", "kind": "entity", "entityType": "product", "label": { "zh": "Prequel", "en": "Prequel" }, "description": { "zh": "Prequel 是 Product Hunt 上以 prequel-2 收录的 macOS 录屏工具。", "en": "Prequel is the macOS screen-recording tool listed as prequel-2 on Product Hunt." }, "aliases": [ "Prequel" ] }, { "id": "entity:archify", "kind": "entity", "entityType": "project", "label": { "zh": "archify", "en": "archify" }, "description": { "zh": "tt-a1i/archify 代码仓库及其公开更新。", "en": "The tt-a1i/archify code repository and its public updates." }, "aliases": [ "archify" ] }, { "id": "entity:omarchy", "kind": "entity", "entityType": "project", "label": { "zh": "omarchy", "en": "omarchy" }, "description": { "zh": "omacom/omarchy 仓库的公开版本与维护记录。", "en": "Public releases and maintenance records for the omacom/omarchy repository." }, "aliases": [ "omarchy" ] }, { "id": "entity:apache-maka", "kind": "entity", "entityType": "project", "label": { "zh": "maka", "en": "maka" }, "description": { "zh": "apache/maka 仓库的公开变化与 Agent 工作区实践。", "en": "Public changes and agent-workspace practice documented in the apache/maka repository." }, "aliases": [ "maka" ] }, { "id": "entity:openmaic", "kind": "entity", "entityType": "project", "label": { "zh": "OpenMAIC", "en": "OpenMAIC" }, "description": { "zh": "THU-MAIC/OpenMAIC 代码仓库及其公开更新。", "en": "The THU-MAIC/OpenMAIC code repository and its public updates." }, "aliases": [ "OpenMAIC" ] }, { "id": "entity:jetbrains-go-modern-guidelines", "kind": "entity", "entityType": "project", "label": { "zh": "go-modern-guidelines", "en": "go-modern-guidelines" }, "description": { "zh": "JetBrains/go-modern-guidelines 仓库的公开记录；具体方法以项目文档为准。", "en": "Public records for JetBrains/go-modern-guidelines; specific methods remain grounded in project documentation." }, "aliases": [ "go-modern-guidelines" ] }, { "id": "entity:diagram-design", "kind": "entity", "entityType": "project", "label": { "zh": "diagram-design", "en": "diagram-design" }, "description": { "zh": "diagram-design 仓库提供的图示方法与工具适配；持续追踪方法和交付检查的变化。", "en": "Diagram methods and tool support in the diagram-design repository, following changes to methods and delivery checks." }, "aliases": [ "diagram-design" ] }, { "id": "entity:openviking", "kind": "entity", "entityType": "project", "label": { "zh": "OpenViking", "en": "OpenViking" }, "description": { "zh": "OpenViking 上下文数据库的记忆、资料、技能与检索结构。", "en": "Memory, resources, skills, and retrieval structures in the OpenViking context database." }, "aliases": [ "OpenViking" ] }, { "id": "entity:deepseek-harness", "kind": "entity", "entityType": "project", "label": { "zh": "DeepSeek Harness", "en": "DeepSeek Harness" }, "description": { "zh": "DeepSeek Harness 是采用插件方式扩展的 Agent 基础设施项目。", "en": "DeepSeek Harness is a project providing plugin-based agent infrastructure." }, "aliases": [ "DeepSeek Harness" ] }, { "id": "entity:modular-platform", "kind": "entity", "entityType": "project", "label": { "zh": "Modular 平台", "en": "Modular platform" }, "description": { "zh": "Modular 开源平台仓库中的 MAX、Mojo 与推理组件；各组件能力按来源区分。", "en": "MAX, Mojo, and inference components in Modular’s open-source platform repository, distinguishing component capabilities by source." }, "aliases": [ "Modular 平台", "Modular platform" ] }, { "id": "entity:moneyprinter-turbo", "kind": "entity", "entityType": "project", "label": { "zh": "MoneyPrinterTurbo", "en": "MoneyPrinterTurbo" }, "description": { "zh": "MoneyPrinterTurbo 从主题到脚本、素材、字幕与短视频合成的自动化工作流。", "en": "MoneyPrinterTurbo workflows from a topic through script, assets, subtitles, and short-video assembly." }, "aliases": [ "MoneyPrinterTurbo" ] }, { "id": "entity:openlogi", "kind": "entity", "entityType": "project", "label": { "zh": "OpenLogi", "en": "OpenLogi" }, "description": { "zh": "AprilNEA/OpenLogi 仓库的外设配置工具与维护记录。", "en": "The peripheral-configuration tool and maintenance records in the AprilNEA/OpenLogi repository." }, "aliases": [ "OpenLogi" ] }, { "id": "entity:kudu", "kind": "entity", "entityType": "project", "label": { "zh": "kudu 仓库", "en": "kudu repository" }, "description": { "zh": "pythops/kudu 的 QEMU 虚拟机终端管理界面、发行与支持条件。", "en": "The pythops/kudu terminal interface for QEMU virtual machines, including releases and support requirements." }, "aliases": [ "kudu 仓库", "kudu repository" ] }, { "id": "entity:claude-plugins-community", "kind": "entity", "entityType": "project", "label": { "zh": "claude-plugins-community", "en": "claude-plugins-community" }, "description": { "zh": "Claude Cowork 与 Claude Code 社区插件市场的只读仓库镜像；插件能力需各自核验。", "en": "The read-only repository mirror of a community plugin marketplace for Claude Cowork and Claude Code; plugin capabilities require individual checks." }, "aliases": [ "claude-plugins-community" ] }, { "id": "entity:awesome-gpt-image-2", "kind": "entity", "entityType": "project", "label": { "zh": "awesome-gpt-image-2", "en": "awesome-gpt-image-2" }, "description": { "zh": "freestylefly/awesome-gpt-image-2 提供图像提示词案例、模板与 Skills。", "en": "Image-prompt examples, templates and skills from freestylefly/awesome-gpt-image-2." }, "aliases": [ "awesome-gpt-image-2" ] }, { "id": "entity:openai-codex", "kind": "entity", "entityType": "project", "label": { "zh": "codex", "en": "codex" }, "description": { "zh": "openai/codex 开源编码 Agent 仓库的版本、维护与工具接入记录。", "en": "Releases, maintenance, and tool integrations of the openai/codex coding-agent repository." }, "aliases": [ "codex" ] }, { "id": "entity:openai-private-safety-processing", "kind": "entity", "entityType": "product", "label": { "zh": "OpenAI Private Safety Processing", "en": "OpenAI Private Safety Processing" }, "description": { "zh": "OpenAI Private Safety Processing 与 ZDR 的服务条件和数据处理边界。", "en": "Service conditions and data-processing boundaries of OpenAI Private Safety Processing and ZDR." }, "aliases": [ "OpenAI Private Safety Processing" ] }, { "id": "entity:proliferate", "kind": "entity", "entityType": "product", "label": { "zh": "Proliferate", "en": "Proliferate" }, "description": { "zh": "Proliferate 多 Agent 工作台的任务隔离、工具编排与自托管条件。", "en": "Task isolation, tool orchestration, and self-hosting conditions of the Proliferate multi-agent workbench." }, "aliases": [ "Proliferate" ] }, { "id": "entity:ozbrain", "kind": "entity", "entityType": "product", "label": { "zh": "OzBrain", "en": "OzBrain" }, "description": { "zh": "OzBrain 的共享知识、出处、新鲜度与多工具更新方式。", "en": "OzBrain shared knowledge, provenance, freshness, and multi-tool update workflows." }, "aliases": [ "OzBrain" ] }, { "id": "entity:adithyan-ilangovan", "kind": "entity", "entityType": "person", "label": { "zh": "Adithyan Ilangovan", "en": "Adithyan Ilangovan" }, "description": { "zh": "Adithyan Ilangovan 的服务经营与自动化实践；商业结果保留作者自述边界。", "en": "Adithyan Ilangovan’s service-business and automation practice, retaining the limits of self-reported commercial results." }, "aliases": [ "Adithyan Ilangovan" ] }, { "id": "entity:readwise-reader", "kind": "entity", "entityType": "product", "label": { "zh": "Readwise Reader", "en": "Readwise Reader" }, "description": { "zh": "Readwise Reader 的阅读、资料库检索与 Agent 接入变化。", "en": "Reading, library retrieval, and agent-integration changes in Readwise Reader." }, "aliases": [ "Readwise Reader" ] }, { "id": "entity:terminal-code", "kind": "entity", "entityType": "product", "label": { "zh": "terminal-code", "en": "terminal-code" }, "description": { "zh": "terminal-code 的终端编辑器体验、发布与使用条件。", "en": "The terminal-code editor experience, releases, and usage conditions." }, "aliases": [ "terminal-code" ] }, { "id": "entity:coolwulf", "kind": "entity", "entityType": "person", "label": { "zh": "coolwulf 浏览器实践", "en": "coolwulf’s browser work" }, "description": { "zh": "coolwulf 的浏览器开发经历与新项目实践；旧项目和新计划分别记录。", "en": "coolwulf’s browser-development history and new-project practice, keeping previous projects and new plans distinct." }, "aliases": [ "coolwulf 浏览器实践", "coolwulf’s browser work" ] }, { "id": "entity:offloop", "kind": "entity", "entityType": "product", "label": { "zh": "Offloop", "en": "Offloop" }, "description": { "zh": "Offloop 面向人与 AI Agent 的共享工作区及其产品变化。", "en": "Offloop’s shared workspace for people and AI agents, and its product changes." }, "aliases": [ "Offloop" ] }, { "id": "entity:baoyu", "kind": "entity", "entityType": "person", "label": { "zh": "宝玉", "en": "Baoyu" }, "description": { "zh": "宝玉关于需求、方案、Agent 实现与人工验收的实践记录。", "en": "Baoyu’s practice records on requirements, planning, agent implementation, and human acceptance." }, "aliases": [ "宝玉", "Baoyu" ] }, { "id": "entity:simon-willison", "kind": "entity", "entityType": "person", "label": { "zh": "Simon Willison", "en": "Simon Willison" }, "description": { "zh": "Simon Willison 关于编码 Agent、认知负担与软件结构的实践记录。", "en": "Simon Willison’s practice records on coding agents, cognitive load, and software structure." }, "aliases": [ "Simon Willison" ] }, { "id": "entity:floating-browser-xyptkd", "kind": "entity", "entityType": "product", "label": { "zh": "摸鱼浏览器", "en": "Floating Browser" }, "description": { "zh": "摸鱼浏览器的功能与作者更新，项目网站为 floating-browser.xyptkd.cn。", "en": "Floating Browser features and maker updates, with its project site at floating-browser.xyptkd.cn." }, "aliases": [ "摸鱼浏览器", "Floating Browser" ] }, { "id": "entity:farid-zakaria-self", "kind": "entity", "entityType": "project", "label": { "zh": "SELF 可查询二进制", "en": "SELF queryable executables" }, "description": { "zh": "Farid Zakaria 的 SELF 可查询二进制原型与方法；以 SQLite 组织可执行文件。", "en": "Farid Zakaria’s SELF queryable-executable prototype and method, organizing an executable as SQLite data." }, "aliases": [ "SELF 可查询二进制", "SELF queryable executables" ] }, { "id": "entity:mozilla-firefox", "kind": "entity", "entityType": "product", "label": { "zh": "Firefox", "en": "Firefox" }, "description": { "zh": "Firefox 的平台能力与格式支持变化；发布计划和已交付能力分别记录。", "en": "Firefox platform capabilities and format support, distinguishing release plans from delivered functionality." }, "aliases": [ "Firefox" ] }, { "id": "entity:inkstudio-ai", "kind": "entity", "entityType": "product", "label": { "zh": "InkStudio.ai", "en": "InkStudio.ai" }, "description": { "zh": "InkStudio.ai AI 纹身生成产品的作者经营复盘与后续变化。", "en": "Maker retrospectives and subsequent changes for the InkStudio.ai AI tattoo-generation product." }, "aliases": [ "InkStudio.ai" ] }, { "id": "entity:claude-enterprise-managed-auth", "kind": "entity", "entityType": "product", "label": { "zh": "Claude 企业受管授权", "en": "Claude Enterprise Managed Auth" }, "description": { "zh": "Claude 连接器的企业集中授权功能、接入要求与相关 MCP 扩展。", "en": "Enterprise authorization for Claude connectors, its integration requirements, and the related MCP extension." }, "aliases": [ "Claude 企业受管授权", "Claude Enterprise Managed Auth" ] }, { "id": "entity:agent-skills-reliability", "kind": "entity", "entityType": "method", "label": { "zh": "Agent Skills 使用与失效", "en": "Agent Skills use and failure modes" }, "description": { "zh": "Agent Skills 的使用方式、检索难点与跨框架复用边界；结论随实验条件记录。", "en": "Agent Skills usage, retrieval difficulties, and cross-framework reuse limits, retaining the experimental conditions behind conclusions." }, "aliases": [ "Agent Skills 使用与失效", "Agent Skills use and failure modes" ] }, { "id": "entity:apple-silicon", "kind": "entity", "entityType": "product", "label": { "zh": "Apple Silicon", "en": "Apple Silicon" }, "description": { "zh": "Apple Silicon 芯片家族的硬件变化与端侧 AI 条件；不同芯片分支分别保留。", "en": "Hardware changes and on-device AI conditions in the Apple Silicon family, preserving distinctions between chip branches." }, "aliases": [ "Apple Silicon" ] }, { "id": "entity:meta-metaroce", "kind": "entity", "entityType": "project", "label": { "zh": "MetaRoCE", "en": "MetaRoCE" }, "description": { "zh": "MetaRoCE 的开放 RDMA 传输规范、实现与生态采用。", "en": "The MetaRoCE open RDMA transport specification, implementation, and ecosystem adoption." }, "aliases": [ "MetaRoCE" ] }, { "id": "entity:nvidia-aws-gpu", "kind": "entity", "entityType": "topic", "label": { "zh": "NVIDIA / AWS GPU 供给", "en": "NVIDIA / AWS GPU supply" }, "description": { "zh": "NVIDIA 与 AWS 的 GPU 采购、供给和交付记录；订单与实际可用容量分别看待。", "en": "NVIDIA and AWS GPU procurement, supply, and delivery records, distinguishing orders from usable capacity." }, "aliases": [ "NVIDIA / AWS GPU 供给", "NVIDIA / AWS GPU supply" ] }, { "id": "entity:anthropic-insights", "kind": "entity", "entityType": "topic", "label": { "zh": "Anthropic Insights 独立研究", "en": "Anthropic Insights independent research" }, "description": { "zh": "Anthropic Insights 的隐私保护分析与外部独立研究计划。", "en": "Privacy-preserving analysis and external independent research in the Anthropic Insights program." }, "aliases": [ "Anthropic Insights 独立研究", "Anthropic Insights independent research" ] }, { "id": "entity:chatcut-ai-video-editor", "kind": "entity", "entityType": "product", "label": { "zh": "ChatCut Desktop", "en": "ChatCut Desktop" }, "description": { "zh": "ChatCut Desktop 的结构性视频编辑、可回退时间线与 Agent 接入。", "en": "ChatCut Desktop structural video editing, reversible timelines, and agent integrations." }, "aliases": [ "ChatCut Desktop" ] }, { "id": "entity:github-copilot", "kind": "entity", "entityType": "product", "label": { "zh": "GitHub Copilot", "en": "GitHub Copilot" }, "description": { "zh": "GitHub Copilot 的模型可用性、组织策略与使用条件变化。", "en": "Model availability, organization policies and access conditions in GitHub Copilot." }, "aliases": [ "GitHub Copilot" ], "lanes": [ "platformShift" ] }, { "id": "entity:github-cli", "kind": "entity", "entityType": "project", "label": { "zh": "GitHub CLI (gh)", "en": "GitHub CLI (gh)" }, "description": { "zh": "GitHub 官方命令行工具 gh 的发布、安装与分发更新。", "en": "Releases, installation and distribution updates for gh, GitHub’s official command-line tool." }, "aliases": [ "GitHub CLI", "cli/cli" ], "lanes": [ "platformShift" ] }, { "id": "entity:supabase-mcp", "kind": "entity", "entityType": "product", "label": { "zh": "Supabase MCP Server", "en": "Supabase MCP Server" }, "description": { "zh": "Supabase MCP 服务的项目访问、权限与客户端集成条件。", "en": "Project access, permissions and client integration requirements for the Supabase MCP service." }, "aliases": [ "Supabase MCP", "Supabase MCP Server" ], "lanes": [ "workflow" ] }, { "id": "model-family:openai-gpt-image", "kind": "model-family", "label": { "zh": "OpenAI GPT Image", "en": "OpenAI GPT Image" }, "description": { "zh": "OpenAI 的图片生成与编辑模型。", "en": "OpenAI image generation and editing models." }, "aliases": [ "GPT Image" ] }, { "id": "model-version:openai-gpt-image-2-5", "kind": "model-version", "label": { "zh": "GPT Image 2.5", "en": "GPT Image 2.5" }, "description": { "zh": "从照片变装、海报风格到圈选和草图，看看新一代图片工具怎样参与生活和工作中的创作。", "en": "Explore photo remixes, poster styles, focused edits and sketches—and how they fit everyday creative work." }, "parentId": "model-family:openai-gpt-image", "predecessorIds": [], "aliases": [ "GPT Image 2.5", "ChatGPT Images 2.5", "gpt-image-2.5" ] }, { "id": "entity:meta-muse-assistant", "kind": "entity", "entityType": "product", "label": { "zh": "Muse 个人助手", "en": "Muse personal agent" }, "description": { "zh": "Meta 的个人 AI 助手，把邮件、日历和待办接起来，帮助处理日常事务。", "en": "Meta’s personal AI agent connects email, calendars and ongoing tasks to help with everyday errands." }, "aliases": [ "Meta Muse personal agent", "Muse personal assistant", "Muse 个人助手" ] }, { "id": "model-version:deepseek-v41-flash", "kind": "model-version", "label": { "zh": "DeepSeek V4.1 Flash", "en": "DeepSeek V4.1 Flash" }, "description": { "zh": "DeepSeek V4.1 Flash 的图文理解、API 价格与工具接入进展。", "en": "Image understanding, API prices and tool integrations for DeepSeek V4.1 Flash." }, "parentId": "model-family:deepseek", "predecessorIds": [], "aliases": [ "deepseek-v4.1-flash", "deepseek v4.1 flash", "deepseek-flash" ] }, { "id": "entity:rubygems-agent-incident", "kind": "entity", "entityType": "topic", "label": { "zh": "RubyGems 智能体事件", "en": "RubyGems agent incident" }, "description": { "zh": "研究团队公开的 RubyGems 恶意软件包调查，保留其取证、归因与后续回应。", "en": "Researchers’ investigation into malicious RubyGems packages, retaining evidence, attribution and later responses." }, "aliases": [ "RubyGems", "RubyHack" ] }, { "id": "entity:apple-reference-images", "kind": "entity", "entityType": "product", "label": { "zh": "Apple 参考图像", "en": "Apple Reference Images" }, "description": { "zh": "苹果为照片保留真实图像数据的技术，关注支持设备与地区、编辑后的标记方式。", "en": "Apple’s image-authenticity feature, including supported devices and regions and how edits are marked." }, "aliases": [ "Apple Reference Images", "Apple 参考图像" ] }, { "id": "entity:sensetime-raccoon", "kind": "entity", "entityType": "product", "label": { "zh": "商汤小浣熊", "en": "SenseTime Raccoon" }, "description": { "zh": "通过对话安排办公与创作任务的智能体，连接手机指令与电脑执行。", "en": "An agent for office and creative tasks that connects instructions on a phone with work on a computer." }, "aliases": [ "小浣熊", "Raccoon" ] }, { "id": "entity:chatgpt-financial-services", "kind": "entity", "entityType": "product", "label": { "zh": "ChatGPT for Financial Services", "en": "ChatGPT for Financial Services" }, "description": { "zh": "把金融数据、研究、建模与客户材料制作放入同一工作流程的 ChatGPT 产品。", "en": "A ChatGPT product bringing financial data, research, modelling and client materials into one workflow." }, "aliases": [ "ChatGPT for Financial Services" ] }, { "id": "entity:chatgpt-pro", "kind": "entity", "entityType": "product", "label": { "zh": "ChatGPT Pro", "en": "ChatGPT Pro" }, "description": { "zh": "ChatGPT 的 Pro 订阅方案，记录模型访问、用量与订阅开放条件的变化。", "en": "The ChatGPT Pro subscription, tracking model access, usage and subscription availability." }, "aliases": [ "ChatGPT Pro" ] }, { "id": "entity:anthropic-economic-scenarios", "kind": "entity", "entityType": "project", "label": { "zh": "Anthropic 经济情景模型", "en": "Anthropic economic scenarios" }, "description": { "zh": "将工作拆成任务，比较不同 AI 假设下美国就业、工资与经济产出的交互研究。", "en": "Interactive research that breaks work into tasks and compares US employment, wages and output under different AI assumptions." }, "aliases": [ "Anthropic economic scenarios", "经济情景模型" ] }, { "id": "entity:google-chrome", "kind": "entity", "entityType": "product", "label": { "zh": "Google Chrome", "en": "Google Chrome" }, "description": { "zh": "Google 的网页浏览器；这里接续与 AI 使用、安全修复及更新节奏有关的变化。", "en": "Google’s web browser, with records of AI use, security fixes and release schedules." }, "aliases": [ "Google Chrome" ] }, { "id": "entity:claude-max", "kind": "entity", "entityType": "product", "label": { "zh": "Claude Max", "en": "Claude Max" }, "description": { "zh": "Claude 的 Max 订阅方案，关注会话与每周额度、账户使用和可见的用量信息。", "en": "The Claude Max subscription, covering session and weekly limits, account use and usage visibility." }, "aliases": [ "Claude Max" ] }, { "id": "entity:shipt-shopping-assistant", "kind": "entity", "entityType": "product", "label": { "zh": "Shipt 购物助手", "en": "Shipt shopping assistant" }, "description": { "zh": "配送应用 Shipt 内的对话购物入口，把聚会、餐食等需求整理成购物车。", "en": "A conversational shopping feature in Shipt that turns meal or occasion plans into a cart." }, "aliases": [ "Shipt" ] }, { "id": "entity:instacart-clementine", "kind": "entity", "entityType": "product", "label": { "zh": "Instacart Clementine", "en": "Instacart Clementine" }, "description": { "zh": "Instacart 内的对话式购物助手，用购物需求准备商品清单和订单。", "en": "Instacart’s conversational shopping assistant for preparing groceries and orders." }, "aliases": [ "Clementine", "Instacart" ] }, { "id": "entity:chrome-devtools-mcp", "kind": "entity", "entityType": "project", "label": { "zh": "Chrome DevTools MCP", "en": "Chrome DevTools MCP" }, "description": { "zh": "让 AI 编程助手连接 Chrome，操作网页并查看截图、网络请求和性能记录。", "en": "Connects coding agents to Chrome for browser interaction, screenshots, network requests and performance traces." }, "aliases": [ "Chrome DevTools MCP", "chrome-devtools-mcp" ] }, { "id": "entity:anthropic-fermat-formalization", "kind": "entity", "entityType": "project", "label": { "zh": "费马大定理形式化项目", "en": "Fermat formalization project" }, "description": { "zh": "Anthropic 使用 Claude 将费马大定理已有证明路线转成可由 Lean 4 检查的代码。", "en": "Anthropic’s project using Claude to turn an established proof of Fermat’s Last Theorem into Lean 4 code." }, "aliases": [ "fermats-last-theorem", "费马大定理" ] }, { "id": "entity:ecc", "kind": "entity", "entityType": "project", "label": { "zh": "ECC", "en": "ECC" }, "description": { "zh": "通过配置工作流程、任务分派、事件响应与项目规范，复用编码助手的工作方法。", "en": "Reusable coding-agent methods through workflow, delegation, event and project-guidance configuration." }, "aliases": [ "ECC", "affaan-m/ECC" ] }, { "id": "entity:xdof", "kind": "entity", "entityType": "organization", "label": { "zh": "XDOF", "en": "XDOF" }, "description": { "zh": "为机器人训练采集人类动作与操作数据的公司，记录数据业务与公开融资进展。", "en": "A company collecting human-action and operation data for robot training, with records of its data business and reported financing." }, "aliases": [ "XDOF" ] }, { "id": "entity:agent-public-wikis", "kind": "entity", "entityType": "topic", "label": { "zh": "智能体公共 Wiki 事件", "en": "Agent activity on public wikis" }, "description": { "zh": "研究者披露多个智能体任务经公共 Wiki 交换答案的事件，接续原始记录与分析。", "en": "Researchers’ reports of agent tasks exchanging answers through public wikis, connecting original records and analysis." }, "aliases": [ "rogue-agent-wikis", "公共 Wiki" ] }, { "id": "entity:nscale", "kind": "entity", "entityType": "organization", "label": { "zh": "Nscale", "en": "Nscale" }, "description": { "zh": "提供 AI 算力基础设施的公司，保留融资计划与部署进展的公开报道。", "en": "An AI compute infrastructure company, with public reporting on financing plans and deployment." }, "aliases": [ "Nscale" ] }, { "id": "entity:minimind", "kind": "entity", "entityType": "project", "label": { "zh": "MiniMind", "en": "MiniMind" }, "description": { "zh": "用小模型和公开训练代码解释预训练、监督微调等步骤的教学项目。", "en": "An educational project using a small model and public training code to explain pretraining, supervised fine-tuning and related steps." }, "aliases": [ "MiniMind" ] }, { "id": "entity:apple-watch-audio-intelligence", "kind": "entity", "entityType": "product", "label": { "zh": "Apple Watch 对话回顾", "en": "Apple Watch Audio Intelligence" }, "description": { "zh": "苹果公布的 Live Rewind 与 Siri Recap，用文字回看刚才的语音或整理对话要点。", "en": "Apple’s announced Live Rewind and Siri Recap features for rereading recent speech and reviewing conversations." }, "aliases": [ "Audio Intelligence", "Live Rewind", "Siri Recap" ] }, { "id": "entity:ollie", "kind": "entity", "entityType": "product", "label": { "zh": "Ollie 家庭助手", "en": "Ollie family assistant" }, "description": { "zh": "把邮件、日历和待办接入短信与家庭群聊，帮助整理学校通知和家庭日程。", "en": "Connects email, calendars and tasks to texts and family group chats to help organize school notices and household plans." }, "aliases": [ "Ollie" ] }, { "id": "entity:gemini-spark", "kind": "entity", "entityType": "product", "label": { "zh": "Gemini Spark", "en": "Gemini Spark" }, "description": { "zh": "Google 的个人任务助手，现有材料记录它接入 Google Photos 后选片、修图与整理相册的方式。", "en": "Google’s personal task assistant; current records cover selecting, editing and organizing Google Photos." }, "aliases": [ "Gemini Spark" ] }, { "id": "model-family:openai-gpt-live", "kind": "model-family", "label": { "zh": "OpenAI GPT Live", "en": "OpenAI GPT Live" }, "description": { "zh": "OpenAI 的实时语音模型，关注自然对话、电话入口与工具调用。", "en": "OpenAI’s realtime voice models, covering conversation, telephony and tool use." }, "aliases": [ "GPT Live" ] }, { "id": "model-version:openai-gpt-live-1", "kind": "model-version", "parentId": "model-family:openai-gpt-live", "predecessorIds": [], "label": { "zh": "GPT-Live-1", "en": "GPT-Live-1" }, "description": { "zh": "通过 API 提供实时双向语音的 GPT Live 版本，支持打断和工具调用。", "en": "A GPT Live model offering realtime two-way voice through the API, with interruptions and tool calls." }, "aliases": [ "GPT-Live-1" ] }, { "id": "model-version:qwen-3-8-27b", "kind": "model-version", "parentId": "model-family:qwen", "predecessorIds": [], "label": { "zh": "Qwen3.8-27B", "en": "Qwen3.8-27B" }, "description": { "zh": "Qwen 家族的 27B 参数版本；现有模型卡记录图像、视频输入与可调思考。", "en": "A 27B-parameter Qwen version; the retained model card covers image/video inputs and adjustable thinking." }, "aliases": [ "Qwen3.8-27B" ] }, { "id": "entity:wechat", "kind": "entity", "entityType": "product", "label": { "zh": "微信", "en": "WeChat" }, "description": { "zh": "微信中的聊天、分享及逐步接入的 AI 功能。", "en": "Messaging, sharing and AI features being added to WeChat." }, "aliases": [ "WeChat", "微信" ] }, { "id": "entity:tesla-grok", "kind": "entity", "entityType": "product", "label": { "zh": "特斯拉车载 Grok", "en": "Grok in Tesla" }, "description": { "zh": "接入特斯拉车机的 Grok 助手及其车辆功能。", "en": "The Grok assistant integrated into Tesla vehicles and its vehicle functions." }, "aliases": [ "Tesla Grok", "车载 Grok" ] }, { "id": "entity:bamboo-old-house", "kind": "entity", "entityType": "project", "label": { "zh": "竹林里的老屋", "en": "Bamboo Old House" }, "description": { "zh": "借助 Astra 和家庭照片制作的竹林老屋交互场景。", "en": "An interactive bamboo-house scene made with Astra and family photographs." }, "aliases": [ "Bamboo Old House", "竹林老屋", "竹海里的故乡" ] }, { "id": "entity:techfirst-ai-apprenticeship", "kind": "entity", "entityType": "project", "label": { "zh": "TechFirst AI 学徒路径", "en": "TechFirst AI Apprenticeship Pathway" }, "description": { "zh": "英格兰西北部将青年 AI 短训与企业学徒机会连接的试点。", "en": "A north-west England pilot connecting youth AI training and employer apprenticeships." }, "aliases": [ "TechFirst AI Apprenticeship", "AI Native Youth", "AI 学徒" ] }, { "id": "entity:meta-ai", "kind": "entity", "entityType": "product", "label": { "zh": "Meta AI", "en": "Meta AI" }, "description": { "zh": "Meta 接入社交平台的 AI 助手及其使用方式。", "en": "Meta’s AI assistant integrated into its social platforms." }, "aliases": [ "Meta AI" ] }, { "id": "entity:anker-ai-meeting-earbuds", "kind": "entity", "entityType": "product", "label": { "zh": "安克 AI 会议耳机", "en": "Anker AI meeting earbuds" }, "description": { "zh": "安克与飞书合作的会议耳机，连接录音、转写和翻译。", "en": "Anker meeting earbuds integrating recording, transcription and translation with Feishu." }, "aliases": [ "Anker AI meeting earbuds", "安克 AI 会议耳机" ] }, { "id": "entity:doubao-phone-assistant", "kind": "entity", "entityType": "product", "label": { "zh": "豆包手机助手", "en": "Doubao Phone Assistant" }, "description": { "zh": "豆包手机助手，以屏幕和授权的本地信息为上下文协助用户完成任务。", "en": "Doubao Phone Assistant uses screen context and authorized local information to help with tasks." }, "aliases": [ "Doubao Phone Assistant", "豆包手机助手" ] }, { "id": "entity:iflytek-ai-recording-card", "kind": "entity", "entityType": "product", "label": { "zh": "讯飞 AI 录音卡", "en": "iFLYTEK AI recording card" }, "description": { "zh": "支持磁吸在手机背面的录音设备，连接转写、总结与待办整理。", "en": "A magnetic phone recorder connecting captured audio with transcripts, summaries and action items." }, "aliases": [ "讯飞 AI 录音卡", "iFLYTEK AI recording card" ] }, { "id": "entity:openai-devday-2026", "kind": "entity", "entityType": "topic", "label": { "zh": "OpenAI DevDay 2026", "en": "OpenAI DevDay 2026" }, "description": { "zh": "接续 2026 年开发者大会的持续助手、共同页面、开发工具与真实作品。", "en": "Follow ongoing assistants, shared pages, developer tools and real projects from DevDay 2026." }, "aliases": [ "OpenAI DevDay 2026", "DevDay 2026" ] }, { "id": "entity:meta-models", "kind": "entity", "entityType": "topic", "label": { "zh": "Meta 模型发展", "en": "Meta model development" }, "description": { "zh": "从 FAIR、Llama 到 Muse Wonder，接续模型演进、负责人原访谈与具体用途。", "en": "Connect model evolution, original leadership interviews and concrete uses from FAIR and Llama to Muse Wonder." }, "aliases": [ "Meta model history", "Meta 模型发展" ] } ], "bindings": [ { "signalId": "feed-story-deepmind-google-blog-introducing-weathernext-3-our-most-advanced", "objectId": "model-version:google-weathernext-3", "evidence": { "sourceUrl": "https://deepmind.google/blog/introducing-weathernext-3-our-most-advanced-and-accurate-global-weather-ai-model/", "reason": { "zh": 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The official link identifies cli/cli, a general CLI distinct from Copilot." } } }, { "signalId": "feed-story-supabase-com-blog-enterprise-managed-auth-for-the-su-c74e1df9ad4b1af3", "objectId": "entity:supabase-mcp", "evidence": { "sourceUrl": "https://supabase.com/blog/enterprise-managed-auth-for-the-supabase-mcp-server", "reason": { "zh": "新卡主要对象是 Supabase 的 MCP 服务实现；既有卡跟踪 Claude 连接器企业授权功能，属于可核对的集成关系而非同一产品。", "en": "The primary subject is Supabase’s MCP implementation; the existing card concerns Claude’s connector authorization feature, an evidenced integration rather than the same product." } } }, { "signalId": "feed-story-simonwillison-net-2026-sep-4-astra-pelicans-2e85c7152fe15cdc", "objectId": "model-version:openai-gpt-6-astra", "evidence": { "sourceUrl": "https://simonwillison.net/2026/Sep/4/astra-pelicans/", "reason": { "zh": "原文与已收录标题明确讨论 Astra 的作品比较，关联该具体版本。", "en": "The source and retained title explicitly discuss Astra’s generated examples, tying the record to this version." } } }, { "signalId": "feed-story-openai-com-index-introducing-chatgpt-images-2-5-c223887ab33cb0ed", "objectId": "model-version:openai-gpt-image-2-5", "evidence": { "sourceUrl": "https://openai.com/index/introducing-chatgpt-images-2-5", "reason": { "zh": "发布记录明确介绍 ChatGPT Images 2.5。", "en": "The announcement explicitly introduces ChatGPT Images 2.5." } } }, { "signalId": "feed-story-techcrunch-com-2026-09-08-meta-debuts-its-muse-ai-ag-860764b2f480d0f8", "objectId": "entity:meta-muse-assistant", "evidence": { "sourceUrl": "https://techcrunch.com/2026/09/08/meta-debuts-its-muse-ai-agent-will-consumers-trust-it/", "reason": { "zh": "这篇报道明确介绍 Meta 的 Muse 个人助手，登记为应用产品。", "en": "This report identifies Meta’s Muse personal agent, registered here as an application product." } } }, { "signalId": "feed-story-ithome-com-1-000-719-htm-332da67cf25fc42e", "objectId": "model-version:deepseek-v41-flash", "evidence": { "sourceUrl": "https://www.ithome.com/1/000/719.htm", "reason": { "zh": "报道介绍 DeepSeek V4.1 Flash 的正式发布。", "en": "The report covers the DeepSeek V4.1 Flash release." } } }, { "signalId": "feed-story-ithome-com-1-000-715-htm-ec22630f29b0416d", "objectId": "entity:deepseek-harness", "evidence": { "sourceUrl": "https://www.ithome.com/1/000/715.htm", "reason": { "zh": "报道介绍 DeepSeek Harness 0.1.5 的更新。", "en": "The report covers the DeepSeek Harness 0.1.5 update." } } }, { "signalId": "feed-story-rubyhack-ai-2e92ab42c193cf46", "objectId": "entity:rubygems-agent-incident", "evidence": { "sourceUrl": "https://www.rubyhack.ai/", "reason": { "zh": "原文为 RubyGems 恶意发包调查，事件与 Hugging Face、公共 Wiki 分开保留。", "en": "The source investigates malicious RubyGems packages; 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model identity and product integration are expressed separately." } } }, { "signalId": "feed-story-techcrunch-com-2026-09-04-another-swarm-of-openai-ag-247dc8090d1496af", "objectId": "entity:agent-public-wikis", "evidence": { "sourceUrl": "https://techcrunch.com/2026/09/04/another-swarm-of-openai-agents-reached-the-open-internet-without-the-frontier-labs-knowledge/", "reason": { "zh": "报道围绕公共 Wiki 交换答案事件，不把它合并为 RubyGems 或 Hugging Face 事件。", "en": "The report concerns answer sharing on public wikis, separate from the RubyGems and Hugging Face incidents." } } }, { "signalId": "feed-story-simonwillison-net-2026-sep-4-rogue-agent-wikis-51da0b3a4e3e4715", "objectId": "entity:agent-public-wikis", "evidence": { "sourceUrl": "https://simonwillison.net/2026/Sep/4/rogue-agent-wikis/", "reason": { "zh": "作者分析同一公共 Wiki 研究记录；作者身份不代替文章所讨论的对象。", "en": "The author analyzes the same public-wiki research; authorship does not replace the article’s subject." } } }, { "signalId": "feed-story-techcrunch-com-2026-09-04-ai-compute-provider-nscale-2837bd4699d0ac2a", "objectId": "entity:nscale", "evidence": { "sourceUrl": "https://techcrunch.com/2026/09/04/ai-compute-provider-nscale-is-looking-for-3-5b-in-pre-ipo-financing/", "reason": { "zh": "报道明确命名 Nscale 的拟融资方案，未视为已完成交易。", "en": "The report names Nscale’s proposed financing, not a completed transaction." } } }, { "signalId": "github-weekly-minimind", "objectId": "entity:minimind", "evidence": { "sourceUrl": "https://github.com/jingyaogong/minimind", "reason": { "zh": "仓库路径与阅读正文明确识别 MiniMind 教学项目。", "en": "The repository and reading identify the MiniMind educational project." } } }, { "signalId": "feed-story-ithome-com-1-000-559-htm-744bd862e3a791aa", "objectId": "entity:apple-watch-audio-intelligence", "evidence": { "sourceUrl": "https://www.ithome.com/1/000/559.htm", "reason": { "zh": "报道介绍 Apple Watch 的 Live Rewind 与 Siri Recap 功能预告。", "en": "The report introduces announced Apple Watch Live Rewind and Siri Recap features." } } }, { "signalId": "feed-story-techcrunch-com-2026-09-03", "objectId": "entity:ollie", "evidence": { "sourceUrl": "https://techcrunch.com/2026/09/03/ollie-is-betting-privacy-can-win-the-ai-assistant-race/", "reason": { "zh": "报道与已核对正文明确介绍 Ollie 家庭助手。", "en": "The report and reviewed reading identify the Ollie family assistant." } } }, { "signalId": "feed-story-techcrunch-com-2026-09-04-googles-gemini-spark-can-n-97087683dd2e2893", "objectId": "entity:gemini-spark", "evidence": { "sourceUrl": "https://techcrunch.com/2026/09/04/googles-gemini-spark-can-now-manage-your-google-photos-library/", "reason": { "zh": "报道记录 Spark 产品接入 Photos；不将助手当作 Gemini 模型版本。", "en": "The report records Spark’s Photos integration; the assistant is not treated as a Gemini model version." } } }, { "signalId": "hf-trending-qwen-qwen3-8-27b-92bb21fbd5739d6d", "objectId": "model-version:qwen-3-8-27b", "evidence": { "sourceUrl": "https://huggingface.co/Qwen/Qwen3.8-27B", "reason": { "zh": "模型仓库明确识别 Qwen3.8-27B，与 Flash-Next 保持不同版本。", "en": "The model repository identifies Qwen3.8-27B, distinct from Flash-Next." } } }, { "signalId": "feed-story-ithome-com-1-001-514-htm-3e4e509182d5ed4c", "objectId": "entity:wechat", "evidence": { "sourceUrl": "https://www.ithome.com/1/001/514.htm", "reason": { "zh": "原文明确记录该产品中的功能变化。", "en": "The source explicitly describes a feature change in this product." } } }, { "signalId": "feed-story-ithome-com-1-001-755-htm-91e093c9226da8ea", "objectId": "entity:tesla-grok", "evidence": { "sourceUrl": "https://www.ithome.com/1/001/755.htm", "reason": { "zh": "原文明确记录该产品中的功能变化。", "en": "The source explicitly describes a feature change in this product." } } }, { "signalId": "v2ex-v2ex-com-t-1241660-26195d2875eef542", "objectId": "entity:bamboo-old-house", "evidence": { "sourceUrl": "https://www.v2ex.com/t/1241660", "reason": { "zh": "原文明确围绕这个具体项目，保留项目本身的持续身份。", "en": "The source explicitly concerns this project, preserving its continuing identity." } } }, { "signalId": "feed-story-ithome-com-1-001-822-htm-20b8bf1bd8859f07", "objectId": "entity:techfirst-ai-apprenticeship", "evidence": { "sourceUrl": "https://www.ithome.com/1/001/822.htm", "reason": { "zh": "原文明确围绕这个具体项目，保留项目本身的持续身份。", "en": "The source explicitly concerns this project, preserving its continuing identity." } } }, { "signalId": "feed-story-ithome-com-1-001-685-htm-8fbc9821e9a036e5", "objectId": "entity:meta-ai", "evidence": { "sourceUrl": "https://www.ithome.com/1/001/685.htm", "reason": { "zh": "报道明确涉及 Meta AI 的推荐问题和回答。", "en": "The report explicitly concerns suggested prompts and responses from Meta AI." } } }, { "signalId": "feed-story-ithome-com-1-001-989-htm-b70f9597ec5edf85", "objectId": "entity:anker-ai-meeting-earbuds", "evidence": { "sourceUrl": "https://www.ithome.com/1/001/989.htm", "reason": { "zh": "报道明确描述这一产品的发布和功能。", "en": "The report explicitly describes this product release and its features." } } }, { "signalId": "feed-story-ithome-com-1-001-971-htm-74653f02cb6dc62d", "objectId": "entity:doubao-phone-assistant", "evidence": { "sourceUrl": "https://www.ithome.com/1/001/971.htm", "reason": { "zh": "报道明确描述这一产品的发布和功能。", "en": "The report explicitly describes this product release and its features." } } }, { "signalId": "feed-story-ithome-com-1-002-542-htm-ba4814868a24c3d9", "objectId": "entity:wechat", "evidence": { "sourceUrl": "https://www.ithome.com/1/002/542.htm", "reason": { "zh": "报道明确讨论微信内测小微及其聊天调用边界。", "en": "The report explicitly discusses WeChat beta assistant XiaoWei and its chat-scope boundary." } } }, { "signalId": "feed-story-ithome-com-1-004-040-htm-d47943109a86f96e", "objectId": "entity:iflytek-ai-recording-card", "evidence": { "sourceUrl": "https://www.ithome.com/1/004/040.htm", "reason": { "zh": "报道介绍讯飞 AI 录音卡的录音、转写与纪要功能。", "en": "The report identifies the iFLYTEK AI recording card and its recording and transcription features." } } } ], "relations": [ { "id": "lily-qwen-checkpoint", "fromId": "entity:perplexity-lily", "toId": "model-family:qwen", "kind": "uses", "evidence": [ { "signalId": "alphasignal-alphasignal-ai-news-perplexity-s-lily-beats-mlx", "sourceUrl": "https://github.com/perplexityai/pplx-garden/tree/main/lily" } ], "note": { "zh": "Lily 只放行 Qwen3.6-35B-A3B-4bit 的固定检查点；这不表示它支持在册的 Qwen3.8-Flash-Next 或整个 Qwen 家族。", "en": "Lily accepts only a pinned Qwen3.6-35B-A3B-4bit checkpoint. This does not imply support for the on-file Qwen3.8-Flash-Next or the whole Qwen family." } }, { "id": "microduck-hugging-face", "fromId": "entity:pollen-microduck", "toId": "entity:hugging-face", "kind": "part-of", "evidence": [ { "signalId": "pollen-microduck-launch", "sourceUrl": "https://pollen-robotics.com/microduck/" } ], "note": { "zh": "记录明确 MicroDuck 由 Hugging Face 旗下 Pollen Robotics 推出；这是经子公司的产品归属，硬件与平台各自追踪。", "en": "The record names MicroDuck as a product of Pollen Robotics, a Hugging Face subsidiary. This is ownership through a subsidiary; hardware and platform remain distinct." } }, { "id": "gradio-hugging-face-spaces", "fromId": "entity:gradio", "toId": "entity:hugging-face", "kind": "integrates-with", "evidence": [ { "signalId": "gradio-workflow-canvas", "sourceUrl": "https://huggingface.co/blog/gradio-workflow-guide" } ], "note": { "zh": "官方指南描述 gr.Workflow 调用 Hub 资源并部署到 Spaces；关系限于所述工作流集成，不代表所有平台功能。", "en": "The official guide describes gr.Workflow using Hub resources and deploying to Spaces. The relation covers that workflow integration, not every platform feature." } }, { "id": "claude-plugins-code", "fromId": "entity:claude-plugins-community", "toId": "entity:anthropic-claude-code", "kind": "integrates-with", "evidence": [ { "signalId": "github-weekly-claude-plugins-community", "sourceUrl": "https://github.com/anthropics/claude-plugins-community" } ], "note": { "zh": "仓库自述为 Claude Cowork 与 Claude Code 的社区插件市场只读镜像；每个插件的兼容性需分别验证。", "en": "The repository describes a read-only mirror of a community marketplace for Claude Cowork and Claude Code; individual plugin compatibility still requires checking." } }, { "id": "diagram-design-codex", "fromId": "entity:diagram-design", "toId": "entity:openai-codex", "kind": "integrates-with", "evidence": [ { "signalId": "github-weekly-diagram-design", "sourceUrl": "https://github.com/cathrynlavery/diagram-design" } ], "note": { "zh": "仓库记录明确图示方法面向 Codex 等工具；这是使用适配关系，不是 Codex 官方内置功能。", "en": "The repository record names Codex among the tools targeted by its diagram methods. This is tool support, not a feature bundled officially with Codex." } }, { "id": "diagram-design-claude-code", "fromId": "entity:diagram-design", "toId": "entity:anthropic-claude-code", "kind": "integrates-with", "evidence": [ { "signalId": "github-weekly-diagram-design", "sourceUrl": "https://github.com/cathrynlavery/diagram-design" } ], "note": { "zh": "图示方法明确面向 Claude Code；当前记录没有逐版本兼容矩阵。", "en": "The diagram methods explicitly target Claude Code; the record does not provide a version-by-version compatibility matrix." } }, { "id": "proliferate-codex", "fromId": "entity:proliferate", "toId": "entity:openai-codex", "kind": "integrates-with", "evidence": [ { "signalId": "hn-product-proliferate", "sourceUrl": "https://news.ycombinator.com/item?id=49390739" } ], "note": { "zh": "记录描述 Proliferate 在工作台里并行管理 Codex 等 Agent；支持范围与具体版本仍需按产品材料确认。", "en": "The record describes Proliferate managing Codex and other agents in one workbench; support scope and exact versions remain subject to product evidence." } }, { "id": "proliferate-claude-code", "fromId": "entity:proliferate", "toId": "entity:anthropic-claude-code", "kind": "integrates-with", "evidence": [ { "signalId": "hn-product-proliferate", "sourceUrl": "https://news.ycombinator.com/item?id=49390739" } ], "note": { "zh": "记录明确将 Claude Code 作为工作台管理的工具之一；不表示 Proliferate 是 Anthropic 官方产品。", "en": "The record names Claude Code among the tools managed by the workbench; this does not make Proliferate an Anthropic product." } }, { "id": "chatcut-codex", "fromId": "entity:chatcut-ai-video-editor", "toId": "entity:openai-codex", "kind": "integrates-with", "evidence": [ { "signalId": "product-hunt-chatcut-ai-video-editor", "sourceUrl": "https://www.producthunt.com/products/chatcut-ai-video-editor" } ], "note": { "zh": "ChatCut 上架自述可接入 ChatGPT/Codex 协助编辑；这是一方兼容声称，尚无本站独立接入测试。", "en": "ChatCut’s listing says ChatGPT/Codex can assist editing. This is a maker compatibility claim, with no independent integration test by BitShovel." } }, { "id": "chatcut-claude-code", "fromId": "entity:chatcut-ai-video-editor", "toId": "entity:anthropic-claude-code", "kind": "integrates-with", "evidence": [ { "signalId": "product-hunt-chatcut-ai-video-editor", "sourceUrl": "https://www.producthunt.com/products/chatcut-ai-video-editor" } ], "note": { "zh": "ChatCut 上架自述支持 Claude Code 接入；具体权限和版本兼容仍以产品材料为准。", "en": "ChatCut’s listing claims Claude Code integration; exact permissions and version compatibility remain subject to product documentation." } }, { "id": "solaris-opus-interface-study", "fromId": "entity:runway-solaris", "toId": "model-version:anthropic-claude-opus-5", "kind": "compared-with", "evidence": [ { "signalId": "runway-solaris-interface-world-model", "sourceUrl": "https://runwayml.com/news/research/introducing-solaris" } ], "note": { "zh": "Runway 自报在界面生成用户研究中对照 Claude Opus 5 编码界面；样本与任务限定在该研究，不能外推成通用优劣排名。", "en": "Runway reports comparing Solaris with interfaces coded by Claude Opus 5 in its user study. The sample and task are limited to that study, not a general ranking." } }, { "id": "claude-code-opus-test", "fromId": "entity:anthropic-claude-code", "toId": "model-version:anthropic-claude-opus-5", "kind": "uses", "evidence": [ { "signalId": "lobsters-embracethered-com-blog-posts-2026-breaking-claud", "sourceUrl": "https://embracethered.com/blog/posts/2026/breaking-claude-code-opus-5-and-automode/" } ], "note": { "zh": "这项提示注入实测中的 Claude Code 使用 Opus 5 与 Auto Mode；只说明所测组合，不把结论推广到所有部署。", "en": "The prompt-injection study used Claude Code with Opus 5 and Auto Mode. This identifies the tested combination without extending results to all deployments." } }, { "id": "relation:supabase-mcp-claude-enterprise-auth", "fromId": "entity:supabase-mcp", "toId": "entity:claude-enterprise-managed-auth", "kind": "integrates-with", "evidence": [ { "signalId": "feed-story-supabase-com-blog-enterprise-managed-auth-for-the-su-c74e1df9ad4b1af3", "sourceUrl": "https://supabase.com/blog/enterprise-managed-auth-for-the-supabase-mcp-server" } ], "note": { "zh": "Supabase 官方 GA 公告明确描述通过 Claude 使用企业受管 MCP 授权；所述 Claude/Okta 配置有套餐、SSO 与客户端授权条件。这是有条件的集成关系，不是首次集成日期或实测安全、效率结论。", "en": "Supabase's GA announcement explicitly describes enterprise-managed MCP authorization through Claude. The documented Claude/Okta setup has plan, SSO and client-authorization requirements. This conditional integration does not establish its first availability or measured security and productivity outcomes." } }, { "id": "meta-muse-assistant-uses-muse-models", "fromId": "entity:meta-muse-assistant", "toId": "model-family:meta-muse", "kind": "uses", "evidence": [ { "signalId": "feed-story-techcrunch-com-2026-09-08-meta-debuts-its-muse-ai-ag-860764b2f480d0f8", "sourceUrl": "https://techcrunch.com/2026/09/08/meta-debuts-its-muse-ai-agent-will-consumers-trust-it/" } ], "note": { "zh": "TechCrunch 报道：Muse 个人助手由 Muse Spark 支持。", "en": "TechCrunch reports Muse uses Muse Spark." } }, { "id": "deepseek-harness-v41-flash", "fromId": "entity:deepseek-harness", "toId": "model-version:deepseek-v41-flash", "kind": "integrates-with", "evidence": [ { "signalId": "feed-story-ithome-com-1-000-715-htm-ec22630f29b0416d", "sourceUrl": "https://www.ithome.com/1/000/715.htm" } ], "note": { "zh": "Harness 0.1.5 更新支持 DeepSeek V4.1 Flash，并加入文件上传与侧边栏预览。", "en": "Harness 0.1.5 adds DeepSeek V4.1 Flash support, file uploads and a sidebar preview." } }, { "id": "copilot-astra", "fromId": "entity:github-copilot", "toId": "model-version:openai-gpt-6-astra", "kind": "integrates-with", "evidence": [ { "signalId": "feed-story-github-blog-changelog-2026-09-04-gpt-6-astra-is-gene-4ad036c74cfaba1e", "sourceUrl": "https://github.blog/changelog/2026-09-04-gpt-6-astra-is-generally-available-in-github-copilot" } ], "note": { "zh": "GitHub 公告明确 Astra 进入 Copilot；分批开放与管理员策略按公告保留。", "en": "GitHub announces Astra in Copilot, with phased access and administrator policies retained." } }, { "id": "financial-services-astra", "fromId": "entity:chatgpt-financial-services", "toId": "model-version:openai-gpt-6-astra", "kind": "uses", "evidence": [ { "signalId": "feed-story-openai-com-index-introducing-chatgpt-financial-servi-423d6bd65f475606", "sourceUrl": "https://openai.com/index/introducing-chatgpt-financial-services" } ], "note": { "zh": "OpenAI 官方介绍将内置金融数据与 GPT-6 Astra 结合，用于研究、建模和客户材料。", "en": "OpenAI describes combining built-in financial data with GPT-6 Astra for research, modelling and client materials." } }, { "id": "chrome-devtools-browser", "fromId": "entity:chrome-devtools-mcp", "toId": "entity:google-chrome", "kind": "integrates-with", "evidence": [ { "signalId": "github-weekly-github-com-chromedevtools-chrome-devtools-mcp-8fe2e0323ae759ec", "sourceUrl": "https://github.com/ChromeDevTools/chrome-devtools-mcp" } ], "note": { "zh": "Chrome DevTools MCP 连接真实 Chrome 浏览器供编程助手检查网页；工具与浏览器版本分别记录。", "en": "Chrome DevTools MCP connects coding agents to a real Chrome browser; tool and browser versions remain separate." } }, { "id": "bamboo-old-house-created-with-astra", "fromId": "entity:bamboo-old-house", "toId": "model-version:openai-gpt-6-astra", "kind": "uses", "evidence": [ { "signalId": "v2ex-v2ex-com-t-1241660-26195d2875eef542", "sourceUrl": "https://www.v2ex.com/t/1241660" } ], "note": { "zh": "作者明确表示制作时使用 Astra；这是开发过程的自述，不表示网页运行时调用该模型。", "en": "The creator explicitly reports using Astra during development. This does not imply that the running website calls the model." } } ] }