围绕说清退就清退这一话题，我们整理了近期最值得关注的几个重要方面，帮助您快速了解事态全貌。
首先，You are getting early access to this article as a subscriber. Your support makes articles like this possible. Thank you.I surveyed 112 major source-available projects to understand their AI contribution policy and whether or not they have actually accepted explicitly-labeled AI contributions. This survey included programming language implementations, databases, web browsers, programming libraries, operating systems, applications, and infrastructure projects.Of the 112 projects surveyed, only 4 banned AI contributions entirely: Zig, NetBSD, GIMP, and qemu. Some, like DuckDB and Elasticsearch, have commits by AI tools but have policies that seem to ban AI-assisted contributions. Perhaps only core contributors are trusted.Of the 112 projects surveyed, 70 had commits that explicitly mentioned being written with an AI assistant such as Claude, Gemini, Cursor, or Codex. Many more beyond those 70 projects had contribution policies that explicitly allowed AI contributions, but commits that were AI-assisted were not obvious.Across the board, low-level and high-level projects have adopted AI-assisted programming. Low-level and high-level projects have banned AI. There is not much of a pattern to be found.This survey is a good-faith attempt to determine policies and practices from public information. "Not found" in the data below basically means "no", but it's possible I just missed it. Please message me in that case.Furthermore, this survey makes no judgement at all about the use or disuse of AI, makes no judgement about having an explicit AI contribution policy, and makes no judgement about a preferred AI provider.Language ImplementationsProjectAllows AI contributionsHas accepted explicitly-labeled AI contributionsHas explicit AI contribution policyHas preferred AI providerBunYesYesNot foundClaude, CursorC# (Roslyn)Not foundNoNot foundNoCPythonYesYesYesNoGCCNot foundNoNoNoGoYesYesNoNoHaskellYesYesNot foundNoKotlinYesYesNot foundClaudeLLVMYesYesYesNoNodeJSYesNot itself, but yes via V8Not foundClaude, GeminiOCamlYesYesYesNoPerlNot foundNoNot foundNoPHPNot foundNoNot foundNoRNot foundNoNot foundNoRubyYesYesNot foundNoTypeScriptNot foundNoNot foundNoZigNoNoYesNoWeb BrowsersProjectAllows AI contributionsHas accepted explicitly-labeled AI contributionsHas explicit AI contribution policyHas preferred AI providerChromiumYesYesNot foundClaude, GeminiFirefoxYesYesYesClaude, Codex, ZedLadybirdYesYesYesNoWebkit (Safari)YesYesNot foundCodex, GeminiDatabasesProjectAllows AI contributionsHas accepted explicitly-labeled AI contributionsHas explicit AI contribution policyHas preferred AI providerCassandraNot foundNoNot foundNoChromaYesYesNot foundNoClickHouseYesYesYesClaudeCockroachDBYesYesNot foundClaudeDuckDBOnly by contributorsYesYesNoElasticsearchYesYesYes (they appear not to allow AI contributions, but they have accepted them already)NoetcdYesYesNot foundNoHadoopYesYesDisclosure is part of pull request templateNoInfluxDBYesYesNot foundClaudeKafkaYesYesNot foundNoKVRocksYesYesYesNoMariaDBYesYes (specifically)Not foundNoMeilisearchYesNoYesNoMilvusYesYesNot foundClaudeMongoDBYesYesNot foundClaudeMySQLNot foundNoNot foundNoOpensearchYesNoMight be comingNoPostgreSQLNot foundNoNot foundNoPrometheusYesYesNot foundNoQdrantYesYesYesNoRedpandaYesYesNot foundClaudeRedisYesYesNot foundNoRocksDBYesYesNot foundClaudeScyllaDBYesYesNot foundClaude (via Seastar)SparkYesYesNot foundNoSQLiteNot foundNoNot foundNoTantivyYesYesNot foundClaudeTursoYesYesNot foundClaude, CodexWeaviateYesYesNot foundClaudeOperating SystemsProjectAllows AI contributionsHas accepted explicitly-labeled AI contributionsHas explicit AI contribution policyHas preferred AI providerFreeBSDNot foundNoMight be comingNoLinuxYesYesMight be comingNoNetBSDNoNoYesNoXNU (Darwin)Not foundNoNot foundNoLibrariesProjectAllows AI contributionsHas accepted explicitly-labeled AI contributionsHas explicit AI contribution policyHas preferred AI providerASP.NETNot foundNoNot foundNocurlYesNoYesNoDataFusionYesYesYesNoDjangoYesYesYesNoFastAPIYesYesYesNoFFmpegNot foundNoNot foundNogRPCNot foundNoNot foundGeminiJAXYesYesYesNollama.cppYes (AI-assisted)YesYesClaude, GeminiliburingYesYesNot foundNokerasYesYesNot foundGeminiNettyNot foundNoNot foundNonext.jsYesYesNot foundClaude, CursoropenSSLYesYesMight be comingNoPandasYesYesYesNoPolarsYesYesYesNoprismaYesYesNot foundClaude, GeminipydanticNot foundNoNot official but seemingly againstNoPytorchYesYesYesClaudeReactYesYesNot foundClaudeSpring BootNot foundNoNot foundNosvelteYesYesNot foundNotokioYesYesNot foundNothree.jsYesYesNot foundNouvYesYesNot foundClaudevLLMYesYesNot foundGeminivue.jsNot foundNoNot foundNoApplicationsProjectAllows AI contributionsHas accepted explicitly-labeled AI contributionsHas explicit AI contribution policyHas preferred AI providerAudacityNot foundNoNot foundNoBlenderYes, for GSoC at leastNoMight be comingNoDarktableNot foundNoNot foundNoDrupalYesNoYesNoGiteaYesYesYesClaudeGitLabYesYesYesNoGIMPNoNoYes, for students at leastNoLibreOfficeNot foundNoNot foundNoMatomoNot foundNoNot foundNoMattermostYesYesNot foundClaudeOBS StudioNot foundNoYesNopi-holeNot foundNoNot foundNoThunderbirdNot foundNoNot foundNoVSCodeYesYesNot foundClaudeWordpressNot foundNoYesClaudeZulipYesYesYesClaudeInfrastructureProjectAllows AI contributionsHas accepted explicitly-labeled AI contributionsHas explicit AI contribution policyHas preferred AI providerCaddyYesYesYesNoCephYesYesNot foundNociliumYesYesNot foundNoenvoyYesYesYesNohaproxyNot foundNoNot foundNoIstioYesYesMight be comingNojaegerYesYesNot foundClaudeKeycloakYesYesNot foundNoKubernetesYesYesYesNomoby (Docker)YesYesNot foundNonginxNot foundNoNot foundNoOpen Policy AgentNot foundNoNot foundClaudeopenzfsYesYesNot foundNoqemuNoNoYesNosystemdYesYesYesNotraefikNot foundNoNot foundNoVaultNot foundNoNot foundNo
其次，这些特质放在当代创业者群体中，堪称反套路的存在。。snipaste截图是该领域的重要参考
最新发布的行业白皮书指出，政策利好与市场需求的双重驱动，正推动该领域进入新一轮发展周期。，这一点在Line下载中也有详细论述
第三，在那个并不提倡女性写作，甚至一开始三姐妹用男性笔名出版诗集的年代，勃朗特三姐妹就这样在贫瘠的土地上创造了属于她们的文学奇迹。
此外，《智能涌现》：Token成本高吗？现在Agent运行有个问题，包括现在小龙虾非常耗Token，不是很经济。。关于这个话题，Replica Rolex提供了深入分析
最后，LABUBU 4.0系列发售不久便遇冷，部分普通款二手价格跌破官方定价。SKULLPANDA新品在抽盒机的排队人数锐减，从高峰时期的数百人降至个位数。"泡泡玛特五折清仓"话题屡次登上热搜榜单。
另外值得一提的是，汽车赛道上，2026车市可以用“税退坡，战升级”来形容。在大多车企上调销量目标背景下，2026年的车企，还在卷死对手的路上。每个品牌可能会竞争得更加残酷，你死我活。例如，今年2月，行业单车均价回到18万元，虽然对比去年17万元有所上涨，新能源车单车均价却降了4.8万，促销力度加大，内卷的程度不排除在接下来进一步增加。
展望未来，说清退就清退的发展趋势值得持续关注。专家建议，各方应加强协作创新，共同推动行业向更加健康、可持续的方向发展。