[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"article-gemini-live-on-pixel-talk-not-type-zh":3,"article-related-gemini-live-on-pixel-talk-not-type-zh":35,"series-tools-ae5776c5-a1ad-4ce7-8c41-ff61cd9c869a":87},{"id":4,"title":5,"content":6,"summary":7,"source":8,"source_url":9,"author":10,"image_url":11,"keywords":12,"language":18,"translated_content":10,"views":19,"is_premium":20,"created_at":21,"updated_at":21,"cover_image":11,"published_at":22,"rewrite_status":23,"rewrite_error":10,"rewritten_from_id":24,"slug":25,"category":26,"related_article_id":27,"status":28,"google_indexed_at":10,"x_posted_at":10,"tweet_text":10,"title_rewritten_at":10,"title_original":10,"key_takeaways":29,"topic_cluster_id":33,"embedding":34,"is_canonical_seed":20},"ae5776c5-a1ad-4ce7-8c41-ff61cd9c869a","Gemini Live 讓你少打字多對話","\u003Cp data-speakable=\"summary\">這篇拆解 \u003Ca href=\"\u002Ftag\u002Fgemini\">Gemini\u003C\u002Fa> Live 在 Pixel 上怎麼把 AI \u003Ca href=\"\u002Fnews\u002Ffragnesia-kernel-bug-root-shell-access-zh\">變成\u003C\u002Fa>可直接開口的\u003Ca href=\"\u002Fnews\u002F8-ai-agent-builders-turn-work-into-flows-zh\">工作\u003C\u002Fa>流，最後附可複製模板。\u003C\u002Fp>\u003Cp>我用語音助理很多年了，老實說，最煩的不是它慢，是它太會裝懂。你一講，它就點頭；你一改口，它也跟著改口，像個不想惹你生氣的實習生。問題是，真正卡人的時候，誰會講得那麼完整？我通常是在走路、開車、手上拿東西、腦袋還很亂的時候，才需要它。結果它偏偏最不擅長處理這種半成品需求。用久了你就會發現，很多 voice AI 不是不能答，是不會陪你把問題問清楚。\u003C\u002Fp>\u003Cp>所以我看到 \u003Ca href=\"\u002Ftag\u002Fgoogle\">Google\u003C\u002Fa> 推 \u003Ca href=\"https:\u002F\u002Fstore.google.com\u002Fus\u002Fmagazine\u002Fgemini-live-updates?hl=en-US\" target=\"_blank\" rel=\"noopener noreferrer\">Gemini Live on Pixel\u003C\u002Fa> 的時候，注意力不是放在「哇又有新功能」這種事，而是放在它是不是終於想把手機變成一個我可以直接講事情的地方。不是開鍵盤、不是拼 prompt、不是先整理成漂亮條列，而是直接講，然後一路修正。這個方向如果做對，手機就不只是螢幕加鍵盤，而是可以跟我一起把事情想完。\u003C\u002Fp>\u003Cp>Google 這份頁面本身沒有給很多硬規格，這點我反而覺得正常。它比較像產品訊號，不像技術白皮書。觸發我拆這件事的原始來源，就是這個 \u003Ca href=\"https:\u002F\u002Fstore.google.com\u002Fus\u002Fmagazine\u002Fgemini-live-updates?hl=en-US\" target=\"_blank\" rel=\"noopener noreferrer\">Google Store 更新頁\u003C\u002Fa>，再搭配 \u003Ca href=\"https:\u002F\u002Fblog.google\u002Fproducts\u002Fgemini\u002F\" target=\"_blank\" rel=\"noopener noreferrer\">Gemini 官方部落格\u003C\u002Fa>、\u003Ca href=\"https:\u002F\u002Fgemini.google.com\u002F\" target=\"_blank\" rel=\"noopener noreferrer\">Gemini 網頁版\u003C\u002Fa>、以及 \u003Ca href=\"https:\u002F\u002Fsupport.google.com\u002Fgemini\u002F\" target=\"_blank\" rel=\"noopener noreferrer\">支援文件\u003C\u002Fa>。這篇我會用開發者能直接拿去用的角度拆，不講空話。\u003C\u002Fp>\u003Ch2>先別把 Gemini Live 當聊天機器人\u003C\u002Fh2>\u003Cblockquote>Latest Updates for Gemini Live on Pixel\u003C\u002Fblockquote>\u003Cp>翻譯一下就是，Google 想把 Gemini Live 做成一層「即時對話介面」，不是一個你打字問一句、它回一句的普通聊天框。這差很多。聊天框是 request-response，語音對話則是你邊想邊講、邊講邊改、還會插話打斷。它要接住的是人類本來就很亂的思路，不是漂亮 prompt。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779210273883-cajh.png\" alt=\"Gemini Live 讓你少打字多對話\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cp>我自己最有感的是，很多事情我根本不想先整理成文字。像是臨時要比較兩個方案、想問某個 \u003Ca href=\"\u002Ftag\u002Fapi\">API\u003C\u002Fa> 要不要換、或是突然想到一個產品點子。我不會先打開筆記 app 寫成完整需求，我只會先講個大概，然後邊講邊修。這種情境下，語音助理如果還要我照格式，它基本上就輸了。\u003C\u002Fp>\u003Cp>Google 在 Pixel 上一路把 AI 塞進不同層級，像是相機、通話、系統功能，甚至像 \u003Ca href=\"https:\u002F\u002Fsupport.google.com\u002Fpixelphone\u002Fanswer\u002F9110726\" target=\"_blank\" rel=\"noopener noreferrer\">Hold for Me\u003C\u002Fa>、\u003Ca href=\"https:\u002F\u002Fsupport.google.com\u002Fpixelphone\u002Fanswer\u002F9110726#zippy=%2Cscreen-calls\" target=\"_blank\" rel=\"noopener noreferrer\">Call Screen\u003C\u002Fa> 這類功能，本質上都是在做同一件事：幫你少碰幾次螢幕。Gemini Live 只是把這套邏輯往對話推進一步。\u003C\u002Fp>\u003Cp>實操上，我會把它當成「即時思考夥伴」，不是「一次性問答機」。做法很簡單：\u003C\u002Fp>\u003Cul>\u003Cli>先用一句話丟問題，不要先寫長篇大論。\u003C\u002Fli>\u003Cli>讓它回一次之後，直接打斷補充限制條件。\u003C\u002Fli>\u003Cli>把問題縮小到能決策的程度，而不是追求一口氣問完。\u003C\u002Fli>\u003C\u002Ful>\u003Cp>這種用法的核心不是語音，而是容許思考過程髒一點。只要工具能接住這個髒亂，它才真的有用。\u003C\u002Fp>\u003Ch2>真正值錢的是少一點摩擦，不是多會講話\u003C\u002Fh2>\u003Cp>Google 的說法一直都很一致：Gemini Live on Pixel 的重點是讓你不用打字。這句話聽起來很普通，但我覺得它其實是整個產品方向的核心。打字不是不能用，是在很多場景下太慢、太麻煩、太容易把人從情境裡拉出去。你在走路、煮飯、通勤、手上拿著東西，還要開鍵盤、修句子、補標點，這就很蠢。\u003C\u002Fp>\u003Cp>所以我看這類功能，從來不先問它「聰不聰明」，我先問它「省不省事」。因為使用頻率不是被模型能力單獨決定的，而是被摩擦成本決定的。你只要把輸入成本壓低，很多原本懶得用的人就會開始碰。這比回答漂亮更重要。\u003C\u002Fp>\u003Cp>我以前試過不少文字型 AI 工作流，最後都卡在一個很煩的點：問題還沒輸入完，我就已經不想問了。語音會改變這件事，因為它把「輸入」從編輯文字變成講話。對大腦來說，講話比寫 prompt 便宜太多。\u003C\u002Fp>\u003Cp>Pixel 的優勢也在這裡。它不是單純把 Gemini 裝進一台手機，而是把語音、系統、感測器、Google 服務串在一起。你可以把它理解成，Google 想把 AI 做成系統層的日常功能，而不是一個偶爾打開的 app。這也是為\u003Ca href=\"\u002Fnews\u002Fwhy-microsoft-ai-is-wrong-to-sell-trust-as-the-main-product-zh\">什麼\u003C\u002Fa>它綁 Pixel 會比綁在任意 Android 手機更像一回事。\u003C\u002Fp>\u003Cp>我會這樣用：\u003C\u002Fp>\u003Cul>\u003Cli>需要快速判斷時先開語音，不要先開筆記。\u003C\u002Fli>\u003Cli>把它拿來做探索，不要拿來做最終交付。\u003C\u002Fli>\u003Cli>在你真的忙的時候測一次，別只在桌前試。\u003C\u002Fli>\u003C\u002Ful>\u003Cp>如果一個 voice feature 不能在你手忙腳亂的時候還有用，那它八成只是 demo。\u003C\u002Fp>\u003Ch2>Pixel 之所以重要，是因為硬體幫你扛掉髒活\u003C\u002Fh2>\u003Cp>我一直覺得很多人低估了 Pixel 的價值。大家只看模型答得好不好，卻忽略了延遲、喚醒、麥克風、背景切換、以及它能不能在你已經在用手機的時候自然出現。這些才是體驗的底盤。你如果每次都要找按鈕、切 app、確認模式，語音就會變成另一種操作負擔。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779210268996-plcz.png\" alt=\"Gemini Live 讓你少打字多對話\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\u003Cp>翻譯一下就是，Gemini Live on Pixel 不只是「一個 AI app」，而是「系統級互動」。這種設計的好處是，硬體幫你處理掉很多你不想管的細節，像是收音、即時啟動、和其他 Pixel 功能的協作。你不需要每次都重新建立上下文，工具本身就站在那裡等你講話。\u003C\u002Fp>\u003Cp>我以前在別的裝置上玩過類似的助手，常常敗在一個很現實的問題：我明明只是想問一句，結果它先要求我先進 app、再按一個按鈕、再確認權限。那一刻我就知道這東西不會常用。Pixel 至少在產品哲學上比較一致，它想讓你少做一步、少點一下、少想一層。\u003C\u002Fp>\u003Cp>Google 的 Pixel 生態也不是只講手機本體，還會把 \u003Ca href=\"https:\u002F\u002Fstore.google.com\u002Fcategory\u002Fphones?hl=en-US\" target=\"_blank\" rel=\"noopener noreferrer\">Pixel phones\u003C\u002Fa>、\u003Ca href=\"https:\u002F\u002Fstore.google.com\u002Fcategory\u002Fearbuds?hl=en-US\" target=\"_blank\" rel=\"noopener noreferrer\">Pixel Buds\u003C\u002Fa> 這些東西一起串起來。這不是偶然，因為語音互動最怕的就是斷線感。裝置越是貼近你，對話就越不會中斷。\u003C\u002Fp>\u003Cp>實操上，我會建議你這樣驗證：\u003C\u002Fp>\u003Cul>\u003Cli>不要只在桌上測，拿著手機走動時也試一次。\u003C\u002Fli>\u003Cli>看它能不能在背景噪音下還維持可用。\u003C\u002Fli>\u003Cli>觀察你會不會自然想繼續講，而不是重新開啟一輪。\u003C\u002Fli>\u003C\u002Ful>\u003Cp>能不能常用，不是看它多炫，是看你會不會忘記它的存在。\u003C\u002Fp>\u003Ch2>最適合的不是答案，而是把問題問對\u003C\u002Fh2>\u003Cp>我現在最喜歡 voice AI 的地方，不是它能直接給結論，而是它能幫我把問題問清楚。這點很多人會忽略。你以為你要的是答案，實際上你缺的是第二層、第三層的追問。Gemini Live 這種即時對話模式，剛好適合拿來做這件事。\u003C\u002Fp>\u003Cp>也就是說，先不要急著問「哪個最好」，先問「差在哪裡」；不要問「怎麼做」，先問「哪個地方最容易失敗」。這種追問方式，通常比一開始就要完整結論更有價值。因為它逼你把模糊需求拆開。\u003C\u002Fp>\u003Cp>我自己常用在技術選型或產品判斷上。像是兩個方案都看起來差不多，我不會先要它幫我寫長篇分析，我會先問：「如果我要最省維護成本，哪個會先爆？」或是「如果未來要交給別人接手，哪裡最麻煩？」這種問題比空泛的比較表有用太多。\u003C\u002Fp>\u003Cp>Google 的 Gemini 網頁版和支援頁面也一直在強調它是通用助手，不只是搜尋替代品。Gemini Live 只是把這個定位搬到語音。你可以把它想成「會說話的第二腦」，但前提是你要會問第二層問題。\u003C\u002Fp>\u003Cp>我會這樣做：\u003C\u002Fp>\u003Cul>\u003Cli>先讓它列出選項，再逼它講 trade-off。\u003C\u002Fli>\u003Cli>用「如果...會怎樣」這種句型追問。\u003C\u002Fli>\u003Cli>不要只問事實，改問風險、限制、代價。\u003C\u002Fli>\u003C\u002Ful>\u003Cp>如果你是開發者或產品人，這個習慣很重要。很多 AI 工具失敗，不是因為答錯，而是因為使用者根本沒把問題問到位。\u003C\u002Fp>\u003Ch2>別把 workflow 搞成官僚系統\u003C\u002Fh2>\u003Cp>這裡我真的有怨氣。很多人一聽到 AI workflow，就開始想把它做得很「完整」：模板、資料夾、標籤、命名規則、三層 prompt、五步驟確認。結果呢？原本應該省時間的東西，最後變成小型官僚體系。你還沒開始用，就先被自己的流程卡住。\u003C\u002Fp>\u003Cp>翻譯一下就是，Gemini Live 這種東西越輕越好。它是拿來即時講、即時修、即時做決策的，不是拿來養一套文書流程的。手機場景尤其如此，因為手機本來就是要快。你要是還在那邊設計一堆前置步驟，那你根本是在跟自己作對。\u003C\u002Fp>\u003Cp>我以前也犯過這種錯，總覺得「有系統比較專業」，所以硬塞很多規則進去。結果最後我根本懶得打開。後來我才發現，真正有用的工具通常都很不體面：夠快、夠短、夠直接。你不需要崇拜它，你只需要用它。\u003C\u002Fp>\u003Cp>Google 在 Pixel 其他 AI 功能上也有類似味道。像是 \u003Ca href=\"https:\u002F\u002Fsupport.google.com\u002Fpixelphone\u002Fanswer\u002F9110726\" target=\"_blank\" rel=\"noopener noreferrer\">Call Screen\u003C\u002Fa>、相機相關功能，都是讓你少操作一點。Gemini Live 只是把這個哲學搬到對話層。你不用先把流程設計到完美，先讓它能自然開始就夠了。\u003C\u002Fp>\u003Cp>我會建議你直接照這個原則：\u003C\u002Fp>\u003Cul>\u003Cli>只保留 3 類最常問的語音問題。\u003C\u002Fli>\u003Cli>先用它做第一輪思考，不要追求最終稿。\u003C\u002Fli>\u003Cli>不要為了「整理」而把它流程化過頭。\u003C\u002Fli>\u003C\u002Ful>\u003Cp>如果一個工具需要你先變成流程管理員才用得起來，那它大概不適合手機。\u003C\u002Fp>\u003Ch2>Pixel 的 AI 路線，其實是在拼日常感\u003C\u002Fh2>\u003Cp>我不覺得這個更新頁面有把 roadmap 講得很明白，但訊號已經夠清楚了：Google 想讓 Pixel 變成一台 AI 感很自然的手機。不是那種每次都要你特別打開一個 AI 模式的東西，而是把 AI 混進你每天本來就會做的事裡。\u003C\u002Fp>\u003Cp>也就是說，Pixel 的 AI 不是靠單一功能撐場面，而是靠一堆小功能慢慢疊起來。相機、通話、語音、系統互動，再加上 Gemini Live，這些東西單看都不算神，但疊在一起就會讓人覺得手機更像是在幫忙，而不是只是在顯示資訊。\u003C\u002Fp>\u003Cp>我覺得這才是 Google 真正在做的事：不是做一個很會講話的 AI，而是把 AI 塞進你本來就會經過的路徑裡。這樣一來，功能才不會只在 demo 時亮眼，平常卻完全想不起來用。\u003C\u002Fp>\u003Cp>如果你是開發者，這裡可以學的不是「怎麼做語音模型」，而是「怎麼設計一個不需要教育使用者的互動」。設計給被打斷的人、設計給邊走邊講的人、設計給還沒想完整的人。這些人，才是手機上的真實使用者。\u003C\u002Fp>\u003Cp>我現在看 voice-first 產品，都會用這個標準檢查：它能不能在我最亂的時候還有用？如果不能，那它再漂亮也只是展示品。\u003C\u002Fp>\u003Ch2>可抄的模板\u003C\u002Fh2>\u003Cpre>\u003Ccode>Title: [產品或功能] 讓你 [要完成的工作]，不用先 [舊摩擦]。\n\nSummary: 用一句話說明這個功能如何改變你的工作流。\n\n這是什麼\n- [功能名] 不是單純的聊天工具，而是一層即時對話介面。\n- 它最適合用在探索、澄清、比較選項、快速判斷。\n- 它的價值在於降低輸入成本，而不是只把答案講得更漂亮。\n\n我會怎麼用\n1. 先用一句話丟出問題，不要先寫長篇 prompt。\n2. 讓它回一次後，直接補限制條件或反問。\n3. 用它列出選項，再追問 trade-off。\n4. 把結果拿去決策或起草，不要卡在對話本身。\n\n不要這樣用\n- 不要把它流程化成一堆前置步驟。\n- 不要等到問題完全整理好才開始講。\n- 不要拿它處理需要最終格式精準的成品。\n\n最適合的場景\n- 走路、通勤、開車時的快速思考\n- 比較兩個方案\n- 問清楚風險與限制\n- 產生下一輪追問\n- 粗略草稿與方向確認\n\n可直接念的 prompt pattern\n「我在比較 [A] 和 [B]。先問我 3 個最重要的問題，再告訴我哪個比較符合我的限制。講短一點，像正常對話。」\n\n如果你想讓它更像原生功能\n- 把它放在你真的每天會帶著的裝置上。\n- 在走動或分心時測試，而不是只在桌前。\n- 把 follow-up 問題設計成自然口語。\n- 把它當成即時協作夥伴，不是搜尋框。\u003C\u002Fcode>\u003C\u002Fpre>\u003Cp>這段模板我可以直接拿去改成自己的工作流，核心結構是我整理的；原始靈感來自 Google 的 \u003Ca href=\"https:\u002F\u002Fstore.google.com\u002Fus\u002Fmagazine\u002Fgemini-live-updates?hl=en-US\" target=\"_blank\" rel=\"noopener noreferrer\">Gemini Live on Pixel\u003C\u002Fa> 更新頁。Google 其他官方參考我也有對照：\u003Ca href=\"https:\u002F\u002Fblog.google\u002Fproducts\u002Fgemini\u002F\" target=\"_blank\" rel=\"noopener noreferrer\">Gemini blog\u003C\u002Fa>、\u003Ca href=\"https:\u002F\u002Fgemini.google.com\u002F\" target=\"_blank\" rel=\"noopener noreferrer\">Gemini\u003C\u002Fa>、\u003Ca href=\"https:\u002F\u002Fsupport.google.com\u002Fgemini\u002F\" target=\"_blank\" rel=\"noopener noreferrer\">支援文件\u003C\u002Fa>。我這篇是衍生拆解，不是官方翻譯。","拆解 Gemini Live 在 Pixel 上怎麼把 AI 變成可直接開口的工作流，最後附可複製模板。","store.google.com","https:\u002F\u002Fstore.google.com\u002Fus\u002Fmagazine\u002Fgemini-live-updates?hl=en-US",null,"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779210273883-cajh.png",[13,14,15,16,17],"Gemini Live","Pixel","voice-first AI","Google Gemini","workflow","zh",2,false,"2026-05-19T17:04:03.91836+00:00","2026-05-19T17:04:03.862+00:00","done","8c67b244-7b92-4b3b-9c82-89950b1a874a","gemini-live-on-pixel-talk-not-type-zh","tools","809bc2ad-21ca-4c70-90ce-a45705469d11","published",[30,31,32],"Gemini Live 的重點不是更會聊天，而是把 AI 變成可即時插話、修正、追問的語音工作流。","Pixel 的價值在系統級整合與降低摩擦，不是單看模型答案品質。","最實用的用法是拿它做澄清、比較、追問，而不是一次問出完美答案。","c3c88dd2-a940-438a-b359-0e5a24562273","[0.0067002475,0.016048644,0.031928226,-0.09633991,-0.004686527,-0.016549362,-0.011337292,0.0016528222,0.011806935,-0.007417755,-0.004889313,-0.00015309312,-0.0025823798,0.0016752315,0.1446327,0.005257574,0.013880817,0.002564408,0.019970892,-0.016576912,0.008957439,0.010065426,0.010997128,-0.0021671131,0.009309625,-0.004709705,0.019735407,0.016147576,0.037739374,-0.0006515199,0.012046869,0.0075386744,0.0013892298,-0.012994582,0.0061483816,-0.0033176267,0.026313536,-0.0018045185,-0.016075188,0.011392798,0.014313871,-0.0037460115,-0.0031817579,-0.012911125,0.019245699,-0.006796307,-0.016054098,-0.045797944,0.022947615,0.032087352,0.00160208,0.052495282,0.007152151,-0.15301411,-0.020349203,0.01034268,-0.00786778,0.01232229,-0.0063693374,-0.014059797,0.014551592,0.01821316,-0.03296145,-0.016154787,-0.00051177636,-0.017041633,0.02947088,0.0017317674,-0.013677801,-0.029823985,-0.011573388,0.0103481915,0.010066088,-0.011008075,-0.009284608,-0.035967603,0.015426344,0.02070748,-0.01948331,0.007300315,0.02169144,-0.017915713,0.017765298,-0.010587952,0.0137395635,0.008891977,0.0057271626,0.015874866,0.006989155,-0.0019181481,-0.010828739,-0.0001813311,0.0003243903,-0.0026761286,0.005503982,-0.011164083,-0.02354266,-0.004467931,0.021157091,-0.011288401,-0.041636094,-0.04173422,0.023742821,0.03734272,0.011040938,0.018116591,0.0039254175,-0.00853329,-0.0023882363,-0.0005847428,0.027036551,-0.012745538,-0.00694249,0.0016803986,0.009381448,-0.1331086,0.012406816,-0.0050069257,0.0066972016,0.015475244,-0.014665849,-0.013771564,0.022788864,0.028078396,-0.0007488532,0.0111712525,0.004183513,0.0041024196,-0.01567267,-0.006243587,-0.028361162,0.017923279,0.0022926494,0.009442657,-0.013667703,-0.004187988,-0.026458189,-0.0055681816,-0.026740417,-0.010815644,-0.0024079182,0.016491871,0.01624619,-0.009125369,-0.008480449,-0.016199287,-0.02668681,0.036880944,-0.019405266,-0.012437425,-0.013599682,-0.0049685673,-0.024983173,0.009955468,-0.0031660069,-0.006564884,0.016408106,0.0004813499,-0.027449192,0.017579686,-0.00839942,-0.012399715,-0.03983976,0.04299765,-0.009580626,0.0026358305,-0.01143733,0.02047528,0.028462369,0.005603047,0.00086674973,-0.00530076,-0.00037030055,-0.03448009,0.0036139817,0.017321765,0.014222867,-0.007860365,-0.019801853,0.012048032,0.0024905654,0.0073894714,-0.013062206,0.0012745409,-0.006117218,0.010628291,-0.002169416,0.014349578,0.031979844,0.0017801963,-0.015777025,0.015388944,0.005745255,-0.0043818075,-0.0030298138,-0.031559456,-0.013200108,0.022085631,-0.008021742,0.033499166,0.026478881,-0.028390903,0.0032026966,-0.015662009,-0.006611766,-0.0072751073,-0.005069669,-0.026467245,0.0013218477,-0.0065399297,-0.009480827,-0.01552759,0.01634484,-0.011550845,0.010937728,-0.008558967,0.00050683954,-0.013281036,0.009246322,-0.014859632,0.015740644,-0.010253915,0.006185618,0.010486358,-0.014679322,-0.02003555,-0.02346775,-0.024240734,0.018199116,-0.00028206312,0.008118616,0.04818604,-0.020293757,0.008494324,-0.0060346946,0.021670058,0.025562387,0.01659625,0.005528858,0.025420053,-0.0018170419,-0.014425844,-0.020397449,-0.0031044155,0.019517792,0.0050983992,0.021240298,-0.015463688,-0.016525298,-0.015081411,-0.001790524,-0.02946521,0.03668627,0.0023392418,-0.0074604386,-0.025474694,0.0028455933,-0.013965089,-0.010907028,0.031061709,-0.00481204,-0.010674379,-0.016994722,0.015752584,0.029635409,-0.018329937,0.013200583,0.012637964,-0.03198038,0.0069510406,-0.0031730093,0.032608822,0.007967035,-0.009469131,0.0068345475,0.005668635,-0.05832315,0.022772651,-0.0022543918,-0.0020681683,-0.014109641,0.024395062,0.034185395,0.002890999,0.0066124396,-0.0012925729,0.005465071,-0.018321386,0.0048523983,-0.019332498,0.013839298,0.020444464,-0.011775579,-0.005951234,-9.1097754e-05,-0.028454248,-0.005650221,0.034595996,0.012204088,-0.0040234406,0.017421512,0.019055173,0.017137034,0.025709413,-0.029792598,-0.002965455,0.024619387,0.02978572,0.005872945,0.0024466075,-0.006187822,-0.012835406,0.015426926,-0.019320754,0.008651405,-0.012771855,-0.005809988,0.011078551,0.009344732,-0.0065778187,-0.006906866,-0.01808071,0.010161796,-0.00025305504,-0.0036537745,0.010021851,-0.00048274657,0.010314956,0.013886258,-0.009495371,0.0033269902,0.008042284,0.022286952,-0.0134590315,0.00018022534,-0.0037456264,-0.017534805,0.030357786,0.015600618,0.0002657503,-0.023692565,-0.008303319,-0.023433859,-0.016994841,-0.02287843,0.01660442,0.010404131,-0.0037204274,-0.0041738874,-0.052763473,-0.0010213841,-0.019823924,0.003218246,0.0021532832,-0.040188365,0.008432649,0.012840715,-0.011519106,0.01596376,-0.013937121,0.023135269,0.007500579,0.006030985,-0.005638361,0.03263961,-0.0081345225,4.4542834e-05,0.0050773704,-0.0077953045,0.010835678,0.010330141,-0.020555831,-0.002933287,-0.007436683,-0.018862616,-0.016237259,-0.015695,0.013740269,-0.02216354,0.0076377722,-0.022617865,0.020607932,-0.042178325,-0.010595907,-0.010190347,0.0018100603,0.026986528,-0.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