{
  "text": "你想讓AI幫你做出這種專業及可編輯的PPT嗎?\n它不只是好看,而且邏輯清晰、重點明確,能真正的拿去匯報和交付。\n今天我就用最近熱度很高的Codex完整演示一遍從0到1生成PPT的工作流。\n你學到的不只是幾個提示詞,而是一套讓AI穩定產出高質量PPT的完整方法。\n整套時潮我分為三個部分演示。\n第一,用Codex類似的PPT Scale生成一份可編輯的PPT。\n第二,安裝第三方開源Scale,對比不同工具的生成效果。\n第三,把一份普通的PPT讓AI從內容結構到視覺表達,完整重新做一遍。\n看完這套時潮,你不僅能做出這樣,這樣,還有這樣的PPT。\n還能掌握從需求、大綱,到視覺的完整邏輯,真正讓AI融入到你的日常生活中,變成生產地。\n很多人用AI做PPT,上來的一句話就是,幫我做一份項目复盤PPT。\n這句話把所有判斷都交給了AI。\n他不知道給誰看,講多久,也不知道你喜歡什麼樣的視覺風格,自然很難一次給你生成滿意的結果。\n所以,真正的流程應該是,先講清楚需求,再確認大綱,然後確定視覺風格,生成並檢查,最後定向修改。\n需求至少包含主題、受重、場景和頁數,檢查大綱順序以及每一頁重點。\n大綱決定了這份PPT要講一個什麼樣的故事,視覺方案決定這個故事要用什麼方式呈現。\n兩件事情都確認後,再刪成文件。\n好了,思路清楚之後,我們直接上實操。\n首先,我新建一個案例測試文件夾指定給到Codex。\n文件裡有一些公司的上半年的用數據和會議紀要。\n我現在需要Codex根據文件夾裡的零散資料做個PPT。\n首先,我把這段提示詞發給他。\n目的是讓他知道這份PPT,給誰看,講多久,重點是什麼,以及先做大綱。\n大綱出來後快速掃一遍,需要修改的地方直接讓他修改。\n大綱確定後,一定要確定視覺方向,這步非常關鍵。\n如果什麼都不說,那生成出來的PPT可能會非常普通,有很大的隨機性。\n如果沒有明確想法,直接把這個提示詞丟給他。\n直接讓Codex提供兩套方案,再從風格、顏色、字體、排版和圖表幾個維度選擇。\n如果有公司模板、品牌手冊或參考PPT,就直接丟給Codex分析顏色、字體和版色規律,再沿用這套視覺語言。\n這裡Codex推薦的兩個方案已經出來了。\n我選擇方案2。\n冷白與黑底,藍色搶調關鍵數據。\n然後讓Codex要用自帶的生成PPT Scale生成。\n成品出來了,我們檢查一下。\n風格比較統一,重點色只搶調了核心指標。\n標題、文字和簡單的圖表可以繼續編輯。\n整體效果已經比一句話出來的要好太多了。\n如果針對某一頁修改,不要說再高級一點。\n要直接跟它講,第三頁只保留三個關鍵數據,把原因分析移到備註區。\n頁面改成一個核心論點加三個數據卡片,其他頁面不要動。\n越具體的修改,結果越可控。\nCodex類似生成的PPT的Scale,優勢是穩定可編輯,檢查流程完整。\n做內部匯報,課程講義,方案初稿已經足夠的好用。\n但如果你要非常明確的品牌風格,或者特別的頁面結構,就可以安裝第三方Scale。\nScale可以理解成一份給AI工作的流程指南。\n它會告訴AI,應該按什麼步驟工作,需要使用哪些工具,輸出要遵循哪些格式和質量標準。\n我們可以直接讓Codex到Github上搜索開源的PPTScale。\n判斷一個Scale值不值的安裝重點,檢查新標數,作者,項目說明。\n我們嘗試一下這個PPT MasterScale。\n我們可以用三種不同的方式安裝。\n手動安裝,下載Scale並放入指定目錄。\n命令安裝,按項目說明提供的命令安裝。\n讓Codex安裝,提供Github的倉庫地址,讓Codex讀取說明並完成安裝。\n新手的話,我們就直接複製鏈接貼給Codex,說讓它把這個Scale安裝一下。\n安裝完成後,我們看一下它提供了很多模板案例,分別規定顏色、板式和信息密度。\n我們還是使用剛才那份大缸,選擇這個Scale的這個模板重新生成。\n生成好了,我們再和第一板對比一下。\n左側是類似Scale,右側是第三方Scale。\n我們看一下,你更喜歡哪一板呢?\n評論區可以討論一下哦。\n平時我們工作中還有一種常見的需求場景,把已有的PPT進行優化。\n這是一份普通也很正常的PPT,這時候我們把PPT也放到這個文件夹。\n不要跟Codex說幫我每看一下,而是先要讓它把PPT提取成Markdown文檔,列出每頁標題、內容和數據,還有問題。\n比如我給它輸入這個指令,請先讀取這份舊PPT,不要直接修改文件。\n請用Markdown表格列出,頁碼,當前標題,這一頁真正想表達的結論,存在的問題,推薦的頁面形式。\n然後讓Codex整斷當前內容存在的問題,生成一份更合理的方案。\n你看,它幫我們梳理了一份原PPT存在的問題,以及修改意見,哪幾頁合併,哪幾頁需要統一。\n確認修改方案後,我們使用同樣的步驟,選擇這個Scale的這個模板重新生成。\n新版不只是更好看,而是觀眾一眼就能知道做成了什麼,問題在哪。\n到這裡,我們用類字Scale做出了第一版,用第三方Scale生成了定字版,還優化了一份舊稿。\n整個過程可以壓縮成PPT的補護法。\n第一,講清需求,主題,受眾,場景,頁數,以及重點,解決什麼問題。\n第二,確認大綱順序是否合理,內容是否重複,一頁是不是只有一個重點。\n第三,確定風格,明確顏色,字體,排版。如果沒有想法,就讓Codex先提供視覺方案。\n第四,深層並檢查,確認溢出遮擋、字體替換和可編輯性。\n第五,定向修改,說清楚哪一頁存在什麼問題,希望改成什麼形式。\n把這張五步法截圖保存,下次做PPT就按這套流程逐步推進。\n好啦,今天的Codex深層PPT全流程實測和思路分享就到這裡了。\n這裡是段姐面,喜歡這期內容的話記得點贊關注加收藏,咱們下期再見。",
  "language": "zh",
  "duration": 411.573688,
  "segments": [
    {
      "id": 0,
      "seek": 0,
      "start": 0.0,
      "end": 3.8000000000000003,
      "text": "你想讓AI幫你做出這種專業及可編輯的PPT嗎?",
      "tokens": [
        50365,
        38386,
        21195,
        48698,
        32187,
        2166,
        10907,
        7781,
        33005,
        46072,
        27119,
        25703,
        4429,
        12608,
        101,
        12290,
        107,
        1546,
        17755,
        51,
        7434,
        30,
        50555
      ],
      "temperature": 0,
      "avg_logprob": -0.13670535989709803,
      "compression_ratio": 1.2096774193548387,
      "no_speech_prob": 9.213085155890255e-12,
      "source": "whisper"
    },
    {
      "id": 1,
      "seek": 0,
      "start": 3.8000000000000003,
      "end": 10.0,
      "text": "它不只是好看,而且邏輯清晰、重點明確,能真正的拿去匯報和交付。",
      "tokens": [
        50555,
        11284,
        1960,
        36859,
        2131,
        4200,
        11,
        22942,
        3023,
        237,
        12290,
        107,
        21784,
        5094,
        108,
        1231,
        12624,
        8216,
        11100,
        24293,
        11,
        8225,
        6303,
        15789,
        1546,
        24351,
        6734,
        9937,
        107,
        17803,
        12565,
        28455,
        41469,
        1543,
        50865
      ],
      "temperature": 0,
      "avg_logprob": -0.13670535989709803,
      "compression_ratio": 1.2096774193548387,
      "no_speech_prob": 9.213085155890255e-12,
      "source": "whisper"
    },
    {
      "id": 2,
      "seek": 0,
      "start": 10.0,
      "end": 16.8,
      "text": "今天我就用最近熱度很高的Codex完整演示一遍從0到1生成PPT的工作流。",
      "tokens": [
        50865,
        12074,
        22020,
        9254,
        46777,
        32745,
        13127,
        4563,
        12979,
        1546,
        34,
        1429,
        87,
        14128,
        27662,
        31382,
        25696,
        2257,
        3330,
        235,
        21068,
        15,
        4511,
        16,
        8244,
        11336,
        17755,
        51,
        1546,
        41315,
        27854,
        1543,
        51205
      ],
      "temperature": 0,
      "avg_logprob": -0.13670535989709803,
      "compression_ratio": 1.2096774193548387,
      "no_speech_prob": 9.213085155890255e-12,
      "source": "whisper"
    },
    {
      "id": 3,
      "seek": 0,
      "start": 16.8,
      "end": 23.6,
      "text": "你學到的不只是幾個提示詞,而是一套讓AI穩定產出高質量PPT的完整方法。",
      "tokens": [
        51205,
        2166,
        21372,
        4511,
        1546,
        1960,
        36859,
        23575,
        3338,
        20949,
        25696,
        6716,
        252,
        11,
        11070,
        1541,
        2257,
        1881,
        245,
        21195,
        48698,
        13740,
        102,
        12088,
        33299,
        7781,
        12979,
        43450,
        26748,
        17755,
        51,
        1546,
        14128,
        27662,
        9249,
        11148,
        1543,
        51545
      ],
      "temperature": 0,
      "avg_logprob": -0.13670535989709803,
      "compression_ratio": 1.2096774193548387,
      "no_speech_prob": 9.213085155890255e-12,
      "source": "whisper"
    },
    {
      "id": 4,
      "seek": 0,
      "start": 23.6,
      "end": 26.1,
      "text": "整套時潮我分為三個部分演示。",
      "tokens": [
        51545,
        27662,
        1881,
        245,
        6611,
        35622,
        106,
        1654,
        6627,
        6344,
        10960,
        3338,
        32174,
        31382,
        25696,
        1543,
        51670
      ],
      "temperature": 0,
      "avg_logprob": -0.13670535989709803,
      "compression_ratio": 1.2096774193548387,
      "no_speech_prob": 9.213085155890255e-12,
      "source": "whisper"
    },
    {
      "id": 5,
      "seek": 2610,
      "start": 26.1,
      "end": 30.5,
      "text": "第一,用Codex類似的PPT Scale生成一份可編輯的PPT。",
      "tokens": [
        50365,
        18049,
        11,
        9254,
        34,
        1429,
        87,
        40092,
        7384,
        120,
        1546,
        17755,
        51,
        42999,
        8244,
        11336,
        2257,
        36266,
        4429,
        12608,
        101,
        12290,
        107,
        1546,
        17755,
        51,
        1543,
        50585
      ],
      "temperature": 0,
      "avg_logprob": -0.11324476312707972,
      "compression_ratio": 1.302547770700637,
      "no_speech_prob": 1.1623414904182727e-11,
      "source": "whisper"
    },
    {
      "id": 6,
      "seek": 2610,
      "start": 30.5,
      "end": 34.6,
      "text": "第二,安裝第三方開源Scale,對比不同工具的生成效果。",
      "tokens": [
        50585,
        19693,
        11,
        16206,
        44453,
        35878,
        9249,
        8949,
        47402,
        16806,
        1220,
        11,
        2855,
        11706,
        47123,
        23323,
        39806,
        1546,
        8244,
        11336,
        43076,
        9319,
        1543,
        50790
      ],
      "temperature": 0,
      "avg_logprob": -0.11324476312707972,
      "compression_ratio": 1.302547770700637,
      "no_speech_prob": 1.1623414904182727e-11,
      "source": "whisper"
    },
    {
      "id": 7,
      "seek": 2610,
      "start": 34.6,
      "end": 40.1,
      "text": "第三,把一份普通的PPT讓AI從內容結構到視覺表達,完整重新做一遍。",
      "tokens": [
        50790,
        35878,
        11,
        16075,
        2257,
        36266,
        29993,
        19550,
        1546,
        17755,
        51,
        21195,
        48698,
        21068,
        28472,
        25750,
        17144,
        43362,
        4511,
        27333,
        9463,
        17571,
        33086,
        11,
        14128,
        27662,
        12624,
        12560,
        10907,
        2257,
        3330,
        235,
        1543,
        51065
      ],
      "temperature": 0,
      "avg_logprob": -0.11324476312707972,
      "compression_ratio": 1.302547770700637,
      "no_speech_prob": 1.1623414904182727e-11,
      "source": "whisper"
    },
    {
      "id": 8,
      "seek": 2610,
      "start": 40.1,
      "end": 45.7,
      "text": "看完這套時潮,你不僅能做出這樣,這樣,還有這樣的PPT。",
      "tokens": [
        51065,
        4200,
        14128,
        2664,
        1881,
        245,
        6611,
        35622,
        106,
        11,
        2166,
        1960,
        9502,
        227,
        8225,
        10907,
        7781,
        8377,
        11,
        8377,
        11,
        15569,
        39425,
        17755,
        51,
        1543,
        51345
      ],
      "temperature": 0,
      "avg_logprob": -0.11324476312707972,
      "compression_ratio": 1.302547770700637,
      "no_speech_prob": 1.1623414904182727e-11,
      "source": "whisper"
    },
    {
      "id": 9,
      "seek": 2610,
      "start": 45.7,
      "end": 52.900000000000006,
      "text": "還能掌握從需求、大綱,到視覺的完整邏輯,真正讓AI融入到你的日常生活中,變成生產地。",
      "tokens": [
        51345,
        7824,
        8225,
        6900,
        234,
        11673,
        94,
        21068,
        32535,
        32718,
        1231,
        3582,
        9261,
        109,
        11,
        4511,
        27333,
        9463,
        1546,
        14128,
        27662,
        3023,
        237,
        12290,
        107,
        11,
        6303,
        15789,
        21195,
        48698,
        43772,
        235,
        14028,
        4511,
        18961,
        6890,
        11279,
        49958,
        5975,
        11,
        26327,
        11336,
        8244,
        33299,
        10928,
        1543,
        51705
      ],
      "temperature": 0,
      "avg_logprob": -0.11324476312707972,
      "compression_ratio": 1.302547770700637,
      "no_speech_prob": 1.1623414904182727e-11,
      "source": "whisper"
    },
    {
      "id": 10,
      "seek": 5290,
      "start": 52.9,
      "end": 60.1,
      "text": "很多人用AI做PPT,上來的一句話就是,幫我做一份項目复盤PPT。",
      "tokens": [
        50365,
        20778,
        4035,
        9254,
        48698,
        10907,
        17755,
        51,
        11,
        5708,
        3763,
        1546,
        2257,
        34592,
        11103,
        5620,
        11,
        32187,
        1654,
        10907,
        2257,
        36266,
        8313,
        227,
        11386,
        1787,
        235,
        5419,
        97,
        17755,
        51,
        1543,
        50725
      ],
      "temperature": 0,
      "avg_logprob": -0.13418503867255316,
      "compression_ratio": 1.128440366972477,
      "no_speech_prob": 2.17301055621677e-11,
      "source": "whisper"
    },
    {
      "id": 11,
      "seek": 5290,
      "start": 60.1,
      "end": 62.5,
      "text": "這句話把所有判斷都交給了AI。",
      "tokens": [
        50725,
        2664,
        34592,
        11103,
        16075,
        39300,
        2437,
        97,
        4307,
        115,
        7182,
        28455,
        17798,
        2289,
        48698,
        1543,
        50845
      ],
      "temperature": 0,
      "avg_logprob": -0.13418503867255316,
      "compression_ratio": 1.128440366972477,
      "no_speech_prob": 2.17301055621677e-11,
      "source": "whisper"
    },
    {
      "id": 12,
      "seek": 5290,
      "start": 62.5,
      "end": 70.1,
      "text": "他不知道給誰看,講多久,也不知道你喜歡什麼樣的視覺風格,自然很難一次給你生成滿意的結果。",
      "tokens": [
        50845,
        5000,
        17572,
        17798,
        20757,
        4200,
        11,
        11932,
        6392,
        25320,
        11,
        6404,
        17572,
        2166,
        21385,
        7598,
        6180,
        1546,
        27333,
        9463,
        22713,
        30921,
        11,
        9722,
        5823,
        4563,
        21192,
        27505,
        17798,
        2166,
        8244,
        11336,
        32197,
        9042,
        1546,
        35181,
        1543,
        51225
      ],
      "temperature": 0,
      "avg_logprob": -0.13418503867255316,
      "compression_ratio": 1.128440366972477,
      "no_speech_prob": 2.17301055621677e-11,
      "source": "whisper"
    },
    {
      "id": 13,
      "seek": 7010,
      "start": 70.1,
      "end": 79.69999999999999,
      "text": "所以,真正的流程應該是,先講清楚需求,再確認大綱,然後確定視覺風格,生成並檢查,最後定向修改。",
      "tokens": [
        50365,
        7239,
        11,
        6303,
        15789,
        1546,
        27854,
        29649,
        26087,
        1541,
        11,
        10108,
        11932,
        38433,
        32535,
        32718,
        11,
        8623,
        24293,
        22041,
        3582,
        9261,
        109,
        11,
        10213,
        24293,
        12088,
        27333,
        9463,
        22713,
        30921,
        11,
        8244,
        11336,
        35934,
        40741,
        95,
        42623,
        11,
        20578,
        12088,
        24282,
        7792,
        106,
        34490,
        1543,
        50845
      ],
      "temperature": 0,
      "avg_logprob": -0.07454063115494974,
      "compression_ratio": 1.1262626262626263,
      "no_speech_prob": 1.7009716551941167e-11,
      "source": "whisper"
    },
    {
      "id": 14,
      "seek": 7010,
      "start": 79.69999999999999,
      "end": 86.3,
      "text": "需求至少包含主題、受重、場景和頁數,檢查大綱順序以及每一頁重點。",
      "tokens": [
        50845,
        32535,
        32718,
        20844,
        15686,
        23305,
        2392,
        104,
        13557,
        14475,
        1231,
        23151,
        12624,
        1231,
        21446,
        50218,
        12565,
        8313,
        223,
        30622,
        11,
        40741,
        95,
        42623,
        3582,
        9261,
        109,
        8313,
        228,
        6346,
        237,
        40282,
        23664,
        2257,
        8313,
        223,
        12624,
        8216,
        1543,
        51175
      ],
      "temperature": 0,
      "avg_logprob": -0.07454063115494974,
      "compression_ratio": 1.1262626262626263,
      "no_speech_prob": 1.7009716551941167e-11,
      "source": "whisper"
    },
    {
      "id": 15,
      "seek": 8630,
      "start": 86.3,
      "end": 93.5,
      "text": "大綱決定了這份PPT要講一個什麼樣的故事,視覺方案決定這個故事要用什麼方式呈現。",
      "tokens": [
        50365,
        3582,
        9261,
        109,
        33540,
        12088,
        2289,
        2664,
        36266,
        17755,
        51,
        4275,
        11932,
        8990,
        7598,
        6180,
        1546,
        43045,
        6973,
        11,
        27333,
        9463,
        9249,
        28899,
        33540,
        12088,
        6287,
        43045,
        6973,
        4275,
        9254,
        7598,
        9249,
        27584,
        3606,
        230,
        9581,
        1543,
        50725
      ],
      "temperature": 0,
      "avg_logprob": -0.16286004384358724,
      "compression_ratio": 1.2462686567164178,
      "no_speech_prob": 1.9273357215743303e-11,
      "source": "whisper"
    },
    {
      "id": 16,
      "seek": 8630,
      "start": 93.5,
      "end": 96.5,
      "text": "兩件事情都確認後,再刪成文件。",
      "tokens": [
        50725,
        16313,
        49459,
        7182,
        24293,
        22041,
        5661,
        11,
        8623,
        2437,
        103,
        11336,
        17174,
        20485,
        1543,
        50875
      ],
      "temperature": 0,
      "avg_logprob": -0.16286004384358724,
      "compression_ratio": 1.2462686567164178,
      "no_speech_prob": 1.9273357215743303e-11,
      "source": "whisper"
    },
    {
      "id": 17,
      "seek": 8630,
      "start": 96.5,
      "end": 100.3,
      "text": "好了,思路清楚之後,我們直接上實操。",
      "tokens": [
        50875,
        12621,
        11,
        8870,
        24658,
        38433,
        26362,
        11,
        5884,
        43297,
        5708,
        10376,
        13167,
        235,
        1543,
        51065
      ],
      "temperature": 0,
      "avg_logprob": -0.16286004384358724,
      "compression_ratio": 1.2462686567164178,
      "no_speech_prob": 1.9273357215743303e-11,
      "source": "whisper"
    },
    {
      "id": 18,
      "seek": 8630,
      "start": 100.3,
      "end": 106.9,
      "text": "首先,我新建一個案例測試文件夾指定給到Codex。",
      "tokens": [
        51065,
        36490,
        11,
        1654,
        12560,
        34157,
        8990,
        28899,
        17797,
        9592,
        105,
        22099,
        17174,
        20485,
        1787,
        122,
        25922,
        12088,
        17798,
        4511,
        34,
        1429,
        87,
        1543,
        51395
      ],
      "temperature": 0,
      "avg_logprob": -0.16286004384358724,
      "compression_ratio": 1.2462686567164178,
      "no_speech_prob": 1.9273357215743303e-11,
      "source": "whisper"
    },
    {
      "id": 19,
      "seek": 8630,
      "start": 106.9,
      "end": 110.7,
      "text": "文件裡有一些公司的上半年的用數據和會議紀要。",
      "tokens": [
        51395,
        17174,
        20485,
        11066,
        32241,
        13824,
        13545,
        32981,
        1546,
        5708,
        30018,
        34128,
        9254,
        30622,
        36841,
        12565,
        6236,
        24686,
        42184,
        4275,
        1543,
        51585
      ],
      "temperature": 0,
      "avg_logprob": -0.16286004384358724,
      "compression_ratio": 1.2462686567164178,
      "no_speech_prob": 1.9273357215743303e-11,
      "source": "whisper"
    },
    {
      "id": 20,
      "seek": 11070,
      "start": 110.7,
      "end": 115.10000000000001,
      "text": "我現在需要Codex根據文件夾裡的零散資料做個PPT。",
      "tokens": [
        50365,
        1654,
        12648,
        35748,
        34,
        1429,
        87,
        31337,
        36841,
        17174,
        20485,
        1787,
        122,
        11066,
        1546,
        6306,
        114,
        7017,
        96,
        35380,
        33404,
        10907,
        3338,
        17755,
        51,
        1543,
        50585
      ],
      "temperature": 0,
      "avg_logprob": -0.0965438928359594,
      "compression_ratio": 1.2844036697247707,
      "no_speech_prob": 2.054696690567681e-11,
      "source": "whisper"
    },
    {
      "id": 21,
      "seek": 11070,
      "start": 115.10000000000001,
      "end": 117.7,
      "text": "首先,我把這段提示詞發給他。",
      "tokens": [
        50585,
        36490,
        11,
        1654,
        16075,
        2664,
        28427,
        20949,
        25696,
        6716,
        252,
        14637,
        17798,
        5000,
        1543,
        50715
      ],
      "temperature": 0,
      "avg_logprob": -0.0965438928359594,
      "compression_ratio": 1.2844036697247707,
      "no_speech_prob": 2.054696690567681e-11,
      "source": "whisper"
    },
    {
      "id": 22,
      "seek": 11070,
      "start": 117.7,
      "end": 123.10000000000001,
      "text": "目的是讓他知道這份PPT,給誰看,講多久,重點是什麼,以及先做大綱。",
      "tokens": [
        50715,
        11386,
        24620,
        21195,
        5000,
        7758,
        2664,
        36266,
        17755,
        51,
        11,
        17798,
        20757,
        4200,
        11,
        11932,
        6392,
        25320,
        11,
        12624,
        8216,
        35851,
        11,
        40282,
        10108,
        10907,
        3582,
        9261,
        109,
        1543,
        50985
      ],
      "temperature": 0,
      "avg_logprob": -0.0965438928359594,
      "compression_ratio": 1.2844036697247707,
      "no_speech_prob": 2.054696690567681e-11,
      "source": "whisper"
    },
    {
      "id": 23,
      "seek": 11070,
      "start": 123.10000000000001,
      "end": 127.5,
      "text": "大綱出來後快速掃一遍,需要修改的地方直接讓他修改。",
      "tokens": [
        50985,
        3582,
        9261,
        109,
        29741,
        5661,
        10251,
        31217,
        6900,
        225,
        2257,
        3330,
        235,
        11,
        35748,
        7792,
        106,
        34490,
        1546,
        30146,
        43297,
        21195,
        5000,
        7792,
        106,
        34490,
        1543,
        51205
      ],
      "temperature": 0,
      "avg_logprob": -0.0965438928359594,
      "compression_ratio": 1.2844036697247707,
      "no_speech_prob": 2.054696690567681e-11,
      "source": "whisper"
    },
    {
      "id": 24,
      "seek": 11070,
      "start": 127.5,
      "end": 133.3,
      "text": "大綱確定後,一定要確定視覺方向,這步非常關鍵。",
      "tokens": [
        51205,
        3582,
        9261,
        109,
        24293,
        12088,
        5661,
        11,
        48161,
        24293,
        12088,
        27333,
        9463,
        9249,
        24282,
        11,
        2664,
        31429,
        14392,
        14899,
        41668,
        113,
        1543,
        51495
      ],
      "temperature": 0,
      "avg_logprob": -0.0965438928359594,
      "compression_ratio": 1.2844036697247707,
      "no_speech_prob": 2.054696690567681e-11,
      "source": "whisper"
    },
    {
      "id": 25,
      "seek": 11070,
      "start": 133.3,
      "end": 139.1,
      "text": "如果什麼都不說,那生成出來的PPT可能會非常普通,有很大的隨機性。",
      "tokens": [
        51495,
        13119,
        7598,
        7182,
        1960,
        4622,
        11,
        4184,
        8244,
        11336,
        29741,
        1546,
        17755,
        51,
        16657,
        6236,
        14392,
        29993,
        19550,
        11,
        2412,
        4563,
        39156,
        48890,
        17543,
        21686,
        1543,
        51785
      ],
      "temperature": 0,
      "avg_logprob": -0.0965438928359594,
      "compression_ratio": 1.2844036697247707,
      "no_speech_prob": 2.054696690567681e-11,
      "source": "whisper"
    },
    {
      "id": 26,
      "seek": 13910,
      "start": 139.1,
      "end": 142.5,
      "text": "如果沒有明確想法,直接把這個提示詞丟給他。",
      "tokens": [
        50365,
        13119,
        6963,
        11100,
        24293,
        7093,
        11148,
        11,
        43297,
        16075,
        6287,
        20949,
        25696,
        6716,
        252,
        940,
        253,
        17798,
        5000,
        1543,
        50535
      ],
      "temperature": 0,
      "avg_logprob": -0.08102541443303968,
      "compression_ratio": 1.2508960573476702,
      "no_speech_prob": 1.6883315925864117e-11,
      "source": "whisper"
    },
    {
      "id": 27,
      "seek": 13910,
      "start": 142.5,
      "end": 148.5,
      "text": "直接讓Codex提供兩套方案,再從風格、顏色、字體、排版和圖表幾個維度選擇。",
      "tokens": [
        50535,
        43297,
        21195,
        34,
        1429,
        87,
        20949,
        3254,
        249,
        16313,
        1881,
        245,
        9249,
        28899,
        11,
        8623,
        21068,
        22713,
        30921,
        1231,
        10178,
        237,
        17673,
        1231,
        22381,
        23987,
        1231,
        44647,
        42096,
        12565,
        2523,
        244,
        17571,
        23575,
        3338,
        9261,
        255,
        13127,
        21625,
        13167,
        229,
        1543,
        50835
      ],
      "temperature": 0,
      "avg_logprob": -0.08102541443303968,
      "compression_ratio": 1.2508960573476702,
      "no_speech_prob": 1.6883315925864117e-11,
      "source": "whisper"
    },
    {
      "id": 28,
      "seek": 13910,
      "start": 148.5,
      "end": 157.29999999999998,
      "text": "如果有公司模板、品牌手冊或參考PPT,就直接丟給Codex分析顏色、字體和版色規律,再沿用這套視覺語言。",
      "tokens": [
        50835,
        13119,
        2412,
        13545,
        32981,
        41908,
        43664,
        1231,
        30246,
        6935,
        234,
        11389,
        5676,
        232,
        19780,
        47375,
        26504,
        17755,
        51,
        11,
        3111,
        43297,
        940,
        253,
        17798,
        34,
        1429,
        87,
        6627,
        7360,
        238,
        10178,
        237,
        17673,
        1231,
        22381,
        23987,
        12565,
        42096,
        17673,
        2888,
        237,
        2172,
        233,
        11,
        8623,
        3308,
        123,
        9254,
        2664,
        1881,
        245,
        27333,
        9463,
        31348,
        12009,
        1543,
        51275
      ],
      "temperature": 0,
      "avg_logprob": -0.08102541443303968,
      "compression_ratio": 1.2508960573476702,
      "no_speech_prob": 1.6883315925864117e-11,
      "source": "whisper"
    },
    {
      "id": 29,
      "seek": 13910,
      "start": 157.29999999999998,
      "end": 160.1,
      "text": "這裡Codex推薦的兩個方案已經出來了。",
      "tokens": [
        51275,
        18771,
        34,
        1429,
        87,
        33597,
        27746,
        99,
        1546,
        34623,
        9249,
        28899,
        25338,
        7781,
        25364,
        1543,
        51415
      ],
      "temperature": 0,
      "avg_logprob": -0.08102541443303968,
      "compression_ratio": 1.2508960573476702,
      "no_speech_prob": 1.6883315925864117e-11,
      "source": "whisper"
    },
    {
      "id": 30,
      "seek": 16010,
      "start": 160.1,
      "end": 163.5,
      "text": "我選擇方案2。",
      "tokens": [
        50365,
        1654,
        21625,
        13167,
        229,
        9249,
        28899,
        17,
        1543,
        50535
      ],
      "temperature": 0,
      "avg_logprob": -0.16366691232841707,
      "compression_ratio": 1.0740740740740742,
      "no_speech_prob": 2.1849397291440198e-11,
      "source": "whisper"
    },
    {
      "id": 31,
      "seek": 16010,
      "start": 163.5,
      "end": 166.5,
      "text": "冷白與黑底,藍色搶調關鍵數據。",
      "tokens": [
        50535,
        32499,
        13558,
        34127,
        32141,
        22816,
        11,
        21782,
        235,
        17673,
        22220,
        114,
        32943,
        14899,
        41668,
        113,
        30622,
        36841,
        1543,
        50685
      ],
      "temperature": 0,
      "avg_logprob": -0.16366691232841707,
      "compression_ratio": 1.0740740740740742,
      "no_speech_prob": 2.1849397291440198e-11,
      "source": "whisper"
    },
    {
      "id": 32,
      "seek": 16010,
      "start": 166.5,
      "end": 170.5,
      "text": "然後讓Codex要用自帶的生成PPT Scale生成。",
      "tokens": [
        50685,
        10213,
        21195,
        34,
        1429,
        87,
        4275,
        9254,
        9722,
        32379,
        1546,
        8244,
        11336,
        17755,
        51,
        42999,
        8244,
        11336,
        1543,
        50885
      ],
      "temperature": 0,
      "avg_logprob": -0.16366691232841707,
      "compression_ratio": 1.0740740740740742,
      "no_speech_prob": 2.1849397291440198e-11,
      "source": "whisper"
    },
    {
      "id": 33,
      "seek": 16010,
      "start": 170.5,
      "end": 176.5,
      "text": "成品出來了,我們檢查一下。",
      "tokens": [
        50885,
        11336,
        30246,
        7781,
        25364,
        11,
        5884,
        40741,
        95,
        42623,
        8861,
        1543,
        51185
      ],
      "temperature": 0,
      "avg_logprob": -0.16366691232841707,
      "compression_ratio": 1.0740740740740742,
      "no_speech_prob": 2.1849397291440198e-11,
      "source": "whisper"
    },
    {
      "id": 34,
      "seek": 16010,
      "start": 176.5,
      "end": 179.5,
      "text": "風格比較統一,重點色只搶調了核心指標。",
      "tokens": [
        51185,
        22713,
        30921,
        25174,
        33725,
        2257,
        11,
        12624,
        8216,
        17673,
        14003,
        22220,
        114,
        32943,
        2289,
        8987,
        116,
        7945,
        25922,
        46299,
        1543,
        51335
      ],
      "temperature": 0,
      "avg_logprob": -0.16366691232841707,
      "compression_ratio": 1.0740740740740742,
      "no_speech_prob": 2.1849397291440198e-11,
      "source": "whisper"
    },
    {
      "id": 35,
      "seek": 16010,
      "start": 179.5,
      "end": 183.5,
      "text": "標題、文字和簡單的圖表可以繼續編輯。",
      "tokens": [
        51335,
        46299,
        14475,
        1231,
        17174,
        22381,
        12565,
        31995,
        1546,
        2523,
        244,
        17571,
        6723,
        38459,
        12608,
        101,
        12290,
        107,
        1543,
        51535
      ],
      "temperature": 0,
      "avg_logprob": -0.16366691232841707,
      "compression_ratio": 1.0740740740740742,
      "no_speech_prob": 2.1849397291440198e-11,
      "source": "whisper"
    },
    {
      "id": 36,
      "seek": 18350,
      "start": 183.5,
      "end": 186.9,
      "text": "整體效果已經比一句話出來的要好太多了。",
      "tokens": [
        50365,
        27662,
        23987,
        43076,
        9319,
        25338,
        11706,
        2257,
        34592,
        11103,
        29741,
        1546,
        4275,
        2131,
        9455,
        6392,
        2289,
        1543,
        50535
      ],
      "temperature": 0,
      "avg_logprob": -0.1233327033671927,
      "compression_ratio": 1.2554945054945055,
      "no_speech_prob": 1.6844857106401712e-11,
      "source": "whisper"
    },
    {
      "id": 37,
      "seek": 18350,
      "start": 186.9,
      "end": 190.7,
      "text": "如果針對某一頁修改,不要說再高級一點。",
      "tokens": [
        50535,
        13119,
        5873,
        251,
        2855,
        17238,
        238,
        2257,
        8313,
        223,
        7792,
        106,
        34490,
        11,
        11962,
        4622,
        8623,
        12979,
        35315,
        19202,
        1543,
        50725
      ],
      "temperature": 0,
      "avg_logprob": -0.1233327033671927,
      "compression_ratio": 1.2554945054945055,
      "no_speech_prob": 1.6844857106401712e-11,
      "source": "whisper"
    },
    {
      "id": 38,
      "seek": 18350,
      "start": 190.7,
      "end": 196.1,
      "text": "要直接跟它講,第三頁只保留三個關鍵數據,把原因分析移到備註區。",
      "tokens": [
        50725,
        4275,
        43297,
        9678,
        11284,
        11932,
        11,
        35878,
        8313,
        223,
        14003,
        24302,
        24456,
        10960,
        3338,
        14899,
        41668,
        113,
        30622,
        36841,
        11,
        16075,
        42577,
        6627,
        7360,
        238,
        8204,
        119,
        4511,
        20854,
        5396,
        119,
        44526,
        1543,
        50995
      ],
      "temperature": 0,
      "avg_logprob": -0.1233327033671927,
      "compression_ratio": 1.2554945054945055,
      "no_speech_prob": 1.6844857106401712e-11,
      "source": "whisper"
    },
    {
      "id": 39,
      "seek": 18350,
      "start": 196.1,
      "end": 200.5,
      "text": "頁面改成一個核心論點加三個數據卡片,其他頁面不要動。",
      "tokens": [
        50995,
        8313,
        223,
        8833,
        34490,
        11336,
        8990,
        8987,
        116,
        7945,
        29340,
        8216,
        9990,
        10960,
        3338,
        30622,
        36841,
        32681,
        16668,
        11,
        9572,
        5000,
        8313,
        223,
        8833,
        11962,
        12572,
        1543,
        51215
      ],
      "temperature": 0,
      "avg_logprob": -0.1233327033671927,
      "compression_ratio": 1.2554945054945055,
      "no_speech_prob": 1.6844857106401712e-11,
      "source": "whisper"
    },
    {
      "id": 40,
      "seek": 18350,
      "start": 200.5,
      "end": 203.1,
      "text": "越具體的修改,結果越可控。",
      "tokens": [
        51215,
        25761,
        39806,
        23987,
        1546,
        7792,
        106,
        34490,
        11,
        35181,
        25761,
        4429,
        48707,
        1543,
        51345
      ],
      "temperature": 0,
      "avg_logprob": -0.1233327033671927,
      "compression_ratio": 1.2554945054945055,
      "no_speech_prob": 1.6844857106401712e-11,
      "source": "whisper"
    },
    {
      "id": 41,
      "seek": 18350,
      "start": 203.1,
      "end": 208.5,
      "text": "Codex類似生成的PPT的Scale,優勢是穩定可編輯,檢查流程完整。",
      "tokens": [
        51345,
        34,
        1429,
        87,
        40092,
        7384,
        120,
        8244,
        11336,
        1546,
        17755,
        51,
        1546,
        16806,
        1220,
        11,
        12827,
        103,
        7978,
        95,
        1541,
        13740,
        102,
        12088,
        4429,
        12608,
        101,
        12290,
        107,
        11,
        40741,
        95,
        42623,
        27854,
        29649,
        14128,
        27662,
        1543,
        51615
      ],
      "temperature": 0,
      "avg_logprob": -0.1233327033671927,
      "compression_ratio": 1.2554945054945055,
      "no_speech_prob": 1.6844857106401712e-11,
      "source": "whisper"
    },
    {
      "id": 42,
      "seek": 18350,
      "start": 208.5,
      "end": 212.7,
      "text": "做內部匯報,課程講義,方案初稿已經足夠的好用。",
      "tokens": [
        51615,
        10907,
        28472,
        13470,
        9937,
        107,
        17803,
        11,
        3549,
        110,
        29649,
        11932,
        37430,
        11,
        9249,
        28899,
        28727,
        10415,
        123,
        25338,
        37236,
        31649,
        1546,
        2131,
        9254,
        1543,
        51825
      ],
      "temperature": 0,
      "avg_logprob": -0.1233327033671927,
      "compression_ratio": 1.2554945054945055,
      "no_speech_prob": 1.6844857106401712e-11,
      "source": "whisper"
    },
    {
      "id": 43,
      "seek": 21270,
      "start": 212.7,
      "end": 218.7,
      "text": "但如果你要非常明確的品牌風格,或者特別的頁面結構,就可以安裝第三方Scale。",
      "tokens": [
        50365,
        8395,
        13119,
        32085,
        14392,
        11100,
        24293,
        1546,
        30246,
        6935,
        234,
        22713,
        30921,
        11,
        31148,
        38446,
        1546,
        8313,
        223,
        8833,
        17144,
        43362,
        11,
        36781,
        16206,
        44453,
        35878,
        9249,
        16806,
        1220,
        1543,
        50665
      ],
      "temperature": 0,
      "avg_logprob": -0.11887978888177253,
      "compression_ratio": 1.1959654178674353,
      "no_speech_prob": 1.6970605476451794e-11,
      "source": "whisper"
    },
    {
      "id": 44,
      "seek": 21270,
      "start": 218.7,
      "end": 224.1,
      "text": "Scale可以理解成一份給AI工作的流程指南。",
      "tokens": [
        50665,
        16806,
        1220,
        6723,
        13876,
        17278,
        11336,
        2257,
        36266,
        17798,
        48698,
        41315,
        1546,
        27854,
        29649,
        25922,
        31021,
        1543,
        50935
      ],
      "temperature": 0,
      "avg_logprob": -0.11887978888177253,
      "compression_ratio": 1.1959654178674353,
      "no_speech_prob": 1.6970605476451794e-11,
      "source": "whisper"
    },
    {
      "id": 45,
      "seek": 21270,
      "start": 224.1,
      "end": 231.5,
      "text": "它會告訴AI,應該按什麼步驟工作,需要使用哪些工具,輸出要遵循哪些格式和質量標準。",
      "tokens": [
        50935,
        11284,
        6236,
        31080,
        48698,
        11,
        26087,
        26613,
        7598,
        31429,
        24023,
        253,
        41315,
        11,
        35748,
        22982,
        9254,
        17028,
        13824,
        23323,
        39806,
        11,
        12290,
        116,
        7781,
        4275,
        3330,
        113,
        2172,
        103,
        17028,
        13824,
        30921,
        27584,
        12565,
        43450,
        26748,
        46299,
        28220,
        1543,
        51305
      ],
      "temperature": 0,
      "avg_logprob": -0.11887978888177253,
      "compression_ratio": 1.1959654178674353,
      "no_speech_prob": 1.6970605476451794e-11,
      "source": "whisper"
    },
    {
      "id": 46,
      "seek": 21270,
      "start": 231.5,
      "end": 236.29999999999998,
      "text": "我們可以直接讓Codex到Github上搜索開源的PPTScale。",
      "tokens": [
        51305,
        5884,
        6723,
        43297,
        21195,
        34,
        1429,
        87,
        4511,
        38,
        355,
        836,
        5708,
        162,
        14987,
        7732,
        95,
        8949,
        47402,
        1546,
        17755,
        51,
        16806,
        1220,
        1543,
        51545
      ],
      "temperature": 0,
      "avg_logprob": -0.11887978888177253,
      "compression_ratio": 1.1959654178674353,
      "no_speech_prob": 1.6970605476451794e-11,
      "source": "whisper"
    },
    {
      "id": 47,
      "seek": 21270,
      "start": 236.29999999999998,
      "end": 241.5,
      "text": "判斷一個Scale值不值的安裝重點,檢查新標數,作者,項目說明。",
      "tokens": [
        51545,
        2437,
        97,
        4307,
        115,
        8990,
        16806,
        1220,
        40242,
        1960,
        40242,
        1546,
        16206,
        44453,
        12624,
        8216,
        11,
        40741,
        95,
        42623,
        12560,
        46299,
        30622,
        11,
        11914,
        12444,
        11,
        8313,
        227,
        11386,
        4622,
        11100,
        1543,
        51805
      ],
      "temperature": 0,
      "avg_logprob": -0.11887978888177253,
      "compression_ratio": 1.1959654178674353,
      "no_speech_prob": 1.6970605476451794e-11,
      "source": "whisper"
    },
    {
      "id": 48,
      "seek": 24150,
      "start": 241.5,
      "end": 243.5,
      "text": "我們嘗試一下這個PPT MasterScale。",
      "tokens": [
        50365,
        5884,
        10756,
        245,
        22099,
        8861,
        6287,
        17755,
        51,
        6140,
        16806,
        1220,
        1543,
        50465
      ],
      "temperature": 0,
      "avg_logprob": -0.0877563459379179,
      "compression_ratio": 1.2407407407407407,
      "no_speech_prob": 1.802489581204103e-11,
      "source": "whisper"
    },
    {
      "id": 49,
      "seek": 24150,
      "start": 243.5,
      "end": 246.5,
      "text": "我們可以用三種不同的方式安裝。",
      "tokens": [
        50465,
        5884,
        6723,
        9254,
        10960,
        16516,
        47123,
        1546,
        9249,
        27584,
        16206,
        44453,
        1543,
        50615
      ],
      "temperature": 0,
      "avg_logprob": -0.0877563459379179,
      "compression_ratio": 1.2407407407407407,
      "no_speech_prob": 1.802489581204103e-11,
      "source": "whisper"
    },
    {
      "id": 50,
      "seek": 24150,
      "start": 246.5,
      "end": 249.5,
      "text": "手動安裝,下載Scale並放入指定目錄。",
      "tokens": [
        50615,
        11389,
        12572,
        16206,
        44453,
        11,
        4438,
        12290,
        231,
        16806,
        1220,
        35934,
        12744,
        14028,
        25922,
        12088,
        11386,
        9567,
        226,
        1543,
        50765
      ],
      "temperature": 0,
      "avg_logprob": -0.0877563459379179,
      "compression_ratio": 1.2407407407407407,
      "no_speech_prob": 1.802489581204103e-11,
      "source": "whisper"
    },
    {
      "id": 51,
      "seek": 24150,
      "start": 249.5,
      "end": 252.5,
      "text": "命令安裝,按項目說明提供的命令安裝。",
      "tokens": [
        50765,
        25236,
        49061,
        16206,
        44453,
        11,
        26613,
        8313,
        227,
        11386,
        4622,
        11100,
        20949,
        3254,
        249,
        1546,
        25236,
        49061,
        16206,
        44453,
        1543,
        50915
      ],
      "temperature": 0,
      "avg_logprob": -0.0877563459379179,
      "compression_ratio": 1.2407407407407407,
      "no_speech_prob": 1.802489581204103e-11,
      "source": "whisper"
    },
    {
      "id": 52,
      "seek": 24150,
      "start": 252.5,
      "end": 258.5,
      "text": "讓Codex安裝,提供Github的倉庫地址,讓Codex讀取說明並完成安裝。",
      "tokens": [
        50915,
        21195,
        34,
        1429,
        87,
        16206,
        44453,
        11,
        20949,
        3254,
        249,
        38,
        355,
        836,
        1546,
        2122,
        231,
        6346,
        104,
        10928,
        14872,
        222,
        11,
        21195,
        34,
        1429,
        87,
        7422,
        222,
        29436,
        4622,
        11100,
        35934,
        41509,
        16206,
        44453,
        1543,
        51215
      ],
      "temperature": 0,
      "avg_logprob": -0.0877563459379179,
      "compression_ratio": 1.2407407407407407,
      "no_speech_prob": 1.802489581204103e-11,
      "source": "whisper"
    },
    {
      "id": 53,
      "seek": 25850,
      "start": 258.5,
      "end": 265.5,
      "text": "新手的話,我們就直接複製鏈接貼給Codex,說讓它把這個Scale安裝一下。",
      "tokens": [
        50365,
        12560,
        11389,
        21358,
        11,
        5884,
        3111,
        43297,
        164,
        97,
        229,
        8083,
        121,
        46241,
        230,
        14468,
        11561,
        120,
        17798,
        34,
        1429,
        87,
        11,
        4622,
        21195,
        11284,
        16075,
        6287,
        16806,
        1220,
        16206,
        44453,
        8861,
        1543,
        50715
      ],
      "temperature": 0,
      "avg_logprob": -0.11815152297148833,
      "compression_ratio": 1.0648648648648649,
      "no_speech_prob": 1.7091369985955396e-11,
      "source": "whisper"
    },
    {
      "id": 54,
      "seek": 25850,
      "start": 265.5,
      "end": 272.5,
      "text": "安裝完成後,我們看一下它提供了很多模板案例,分別規定顏色、板式和信息密度。",
      "tokens": [
        50715,
        16206,
        44453,
        41509,
        5661,
        11,
        5884,
        28324,
        11284,
        20949,
        3254,
        249,
        2289,
        20778,
        41908,
        43664,
        28899,
        17797,
        11,
        6627,
        16158,
        2888,
        237,
        12088,
        10178,
        237,
        17673,
        1231,
        43664,
        27584,
        12565,
        17665,
        26460,
        47838,
        13127,
        1543,
        51065
      ],
      "temperature": 0,
      "avg_logprob": -0.11815152297148833,
      "compression_ratio": 1.0648648648648649,
      "no_speech_prob": 1.7091369985955396e-11,
      "source": "whisper"
    },
    {
      "id": 55,
      "seek": 27250,
      "start": 272.5,
      "end": 279.5,
      "text": "我們還是使用剛才那份大缸,選擇這個Scale的這個模板重新生成。",
      "tokens": [
        50365,
        5884,
        25583,
        22982,
        9254,
        16940,
        18888,
        4184,
        36266,
        3582,
        38109,
        116,
        11,
        21625,
        13167,
        229,
        6287,
        16806,
        1220,
        1546,
        6287,
        41908,
        43664,
        12624,
        12560,
        8244,
        11336,
        1543,
        50715
      ],
      "temperature": 0,
      "avg_logprob": -0.09847347736358643,
      "compression_ratio": 1.1945945945945946,
      "no_speech_prob": 2.1111010509167194e-11,
      "source": "whisper"
    },
    {
      "id": 56,
      "seek": 27250,
      "start": 279.5,
      "end": 282.5,
      "text": "生成好了,我們再和第一板對比一下。",
      "tokens": [
        50715,
        8244,
        11336,
        12621,
        11,
        5884,
        8623,
        12565,
        18049,
        43664,
        2855,
        11706,
        8861,
        1543,
        50865
      ],
      "temperature": 0,
      "avg_logprob": -0.09847347736358643,
      "compression_ratio": 1.1945945945945946,
      "no_speech_prob": 2.1111010509167194e-11,
      "source": "whisper"
    },
    {
      "id": 57,
      "seek": 27250,
      "start": 282.5,
      "end": 285.5,
      "text": "左側是類似Scale,右側是第三方Scale。",
      "tokens": [
        50865,
        21975,
        7437,
        112,
        1541,
        40092,
        7384,
        120,
        16806,
        1220,
        11,
        22060,
        7437,
        112,
        1541,
        35878,
        9249,
        16806,
        1220,
        1543,
        51015
      ],
      "temperature": 0,
      "avg_logprob": -0.09847347736358643,
      "compression_ratio": 1.1945945945945946,
      "no_speech_prob": 2.1111010509167194e-11,
      "source": "whisper"
    },
    {
      "id": 58,
      "seek": 27250,
      "start": 285.5,
      "end": 287.5,
      "text": "我們看一下,你更喜歡哪一板呢?",
      "tokens": [
        51015,
        5884,
        28324,
        11,
        2166,
        19002,
        21385,
        17028,
        2257,
        43664,
        6240,
        30,
        51115
      ],
      "temperature": 0,
      "avg_logprob": -0.09847347736358643,
      "compression_ratio": 1.1945945945945946,
      "no_speech_prob": 2.1111010509167194e-11,
      "source": "whisper"
    },
    {
      "id": 59,
      "seek": 28750,
      "start": 287.5,
      "end": 294.5,
      "text": "評論區可以討論一下哦。",
      "tokens": [
        50365,
        39115,
        29340,
        44526,
        6723,
        5396,
        236,
        29340,
        8861,
        14659,
        1543,
        50715
      ],
      "temperature": 0,
      "avg_logprob": -0.15606515775851118,
      "compression_ratio": 1.202127659574468,
      "no_speech_prob": 1.6518718684577216e-11,
      "source": "whisper"
    },
    {
      "id": 60,
      "seek": 28750,
      "start": 294.5,
      "end": 299.5,
      "text": "平時我們工作中還有一種常見的需求場景,把已有的PPT進行優化。",
      "tokens": [
        50715,
        16716,
        6611,
        5884,
        41315,
        5975,
        15569,
        2257,
        16516,
        11279,
        10470,
        1546,
        32535,
        32718,
        21446,
        50218,
        11,
        16075,
        15701,
        2412,
        1546,
        17755,
        51,
        18214,
        8082,
        12827,
        103,
        23756,
        1543,
        50965
      ],
      "temperature": 0,
      "avg_logprob": -0.15606515775851118,
      "compression_ratio": 1.202127659574468,
      "no_speech_prob": 1.6518718684577216e-11,
      "source": "whisper"
    },
    {
      "id": 61,
      "seek": 28750,
      "start": 299.5,
      "end": 304.5,
      "text": "這是一份普通也很正常的PPT,這時候我們把PPT也放到這個文件夹。",
      "tokens": [
        50965,
        16600,
        2257,
        36266,
        29993,
        19550,
        6404,
        4563,
        15789,
        11279,
        1546,
        17755,
        51,
        11,
        2664,
        14010,
        5884,
        16075,
        17755,
        51,
        6404,
        12744,
        4511,
        6287,
        17174,
        20485,
        1787,
        117,
        1543,
        51215
      ],
      "temperature": 0,
      "avg_logprob": -0.15606515775851118,
      "compression_ratio": 1.202127659574468,
      "no_speech_prob": 1.6518718684577216e-11,
      "source": "whisper"
    },
    {
      "id": 62,
      "seek": 28750,
      "start": 304.5,
      "end": 314.5,
      "text": "不要跟Codex說幫我每看一下,而是先要讓它把PPT提取成Markdown文檔,列出每頁標題、內容和數據,還有問題。",
      "tokens": [
        51215,
        11962,
        9678,
        34,
        1429,
        87,
        4622,
        32187,
        1654,
        23664,
        4200,
        8861,
        11,
        11070,
        1541,
        10108,
        4275,
        21195,
        11284,
        16075,
        17755,
        51,
        20949,
        29436,
        11336,
        15168,
        5093,
        17174,
        40741,
        242,
        11,
        43338,
        7781,
        23664,
        8313,
        223,
        46299,
        14475,
        1231,
        28472,
        25750,
        12565,
        30622,
        36841,
        11,
        15569,
        17197,
        1543,
        51715
      ],
      "temperature": 0,
      "avg_logprob": -0.15606515775851118,
      "compression_ratio": 1.202127659574468,
      "no_speech_prob": 1.6518718684577216e-11,
      "source": "whisper"
    },
    {
      "id": 63,
      "seek": 31450,
      "start": 314.5,
      "end": 320.5,
      "text": "比如我給它輸入這個指令,請先讀取這份舊PPT,不要直接修改文件。",
      "tokens": [
        50365,
        36757,
        1654,
        17798,
        11284,
        12290,
        116,
        14028,
        6287,
        25922,
        49061,
        11,
        16302,
        10108,
        7422,
        222,
        29436,
        2664,
        36266,
        10256,
        232,
        17755,
        51,
        11,
        11962,
        43297,
        7792,
        106,
        34490,
        17174,
        20485,
        1543,
        50665
      ],
      "temperature": 0,
      "avg_logprob": -0.07674878721783875,
      "compression_ratio": 1.2875399361022364,
      "no_speech_prob": 2.0309927351025436e-11,
      "source": "whisper"
    },
    {
      "id": 64,
      "seek": 31450,
      "start": 320.5,
      "end": 327.5,
      "text": "請用Markdown表格列出,頁碼,當前標題,這一頁真正想表達的結論,存在的問題,推薦的頁面形式。",
      "tokens": [
        50665,
        16302,
        9254,
        15168,
        5093,
        17571,
        30921,
        43338,
        7781,
        11,
        8313,
        223,
        16337,
        120,
        11,
        13118,
        8945,
        46299,
        14475,
        11,
        32260,
        8313,
        223,
        6303,
        15789,
        7093,
        17571,
        33086,
        1546,
        17144,
        29340,
        11,
        39781,
        3581,
        1546,
        17197,
        11,
        33597,
        27746,
        99,
        1546,
        8313,
        223,
        8833,
        30900,
        27584,
        1543,
        51015
      ],
      "temperature": 0,
      "avg_logprob": -0.07674878721783875,
      "compression_ratio": 1.2875399361022364,
      "no_speech_prob": 2.0309927351025436e-11,
      "source": "whisper"
    },
    {
      "id": 65,
      "seek": 31450,
      "start": 327.5,
      "end": 332.5,
      "text": "然後讓Codex整斷當前內容存在的問題,生成一份更合理的方案。",
      "tokens": [
        51015,
        10213,
        21195,
        34,
        1429,
        87,
        27662,
        4307,
        115,
        13118,
        8945,
        28472,
        25750,
        39781,
        3581,
        1546,
        17197,
        11,
        8244,
        11336,
        2257,
        36266,
        19002,
        14245,
        13876,
        1546,
        9249,
        28899,
        1543,
        51265
      ],
      "temperature": 0,
      "avg_logprob": -0.07674878721783875,
      "compression_ratio": 1.2875399361022364,
      "no_speech_prob": 2.0309927351025436e-11,
      "source": "whisper"
    },
    {
      "id": 66,
      "seek": 31450,
      "start": 333.5,
      "end": 341.5,
      "text": "你看,它幫我們梳理了一份原PPT存在的問題,以及修改意見,哪幾頁合併,哪幾頁需要統一。",
      "tokens": [
        51315,
        16529,
        11,
        11284,
        32187,
        5884,
        19017,
        111,
        13876,
        2289,
        2257,
        36266,
        19683,
        17755,
        51,
        39781,
        3581,
        1546,
        17197,
        11,
        40282,
        7792,
        106,
        34490,
        9042,
        10470,
        11,
        17028,
        23575,
        8313,
        223,
        14245,
        1593,
        113,
        11,
        17028,
        23575,
        8313,
        223,
        35748,
        33725,
        2257,
        1543,
        51715
      ],
      "temperature": 0,
      "avg_logprob": -0.07674878721783875,
      "compression_ratio": 1.2875399361022364,
      "no_speech_prob": 2.0309927351025436e-11,
      "source": "whisper"
    },
    {
      "id": 67,
      "seek": 34150,
      "start": 341.5,
      "end": 348.5,
      "text": "確認修改方案後,我們使用同樣的步驟,選擇這個Scale的這個模板重新生成。",
      "tokens": [
        50365,
        24293,
        22041,
        7792,
        106,
        34490,
        9249,
        28899,
        5661,
        11,
        5884,
        22982,
        9254,
        13089,
        6180,
        1546,
        31429,
        24023,
        253,
        11,
        21625,
        13167,
        229,
        6287,
        16806,
        1220,
        1546,
        6287,
        41908,
        43664,
        12624,
        12560,
        8244,
        11336,
        1543,
        50715
      ],
      "temperature": 0,
      "avg_logprob": -0.08615006666917067,
      "compression_ratio": 1.0457142857142858,
      "no_speech_prob": 1.921370874902184e-11,
      "source": "whisper"
    },
    {
      "id": 68,
      "seek": 34150,
      "start": 348.5,
      "end": 353.5,
      "text": "新版不只是更好看,而是觀眾一眼就能知道做成了什麼,問題在哪。",
      "tokens": [
        50715,
        12560,
        42096,
        1960,
        36859,
        19002,
        2131,
        4200,
        11,
        11070,
        1541,
        39368,
        2257,
        25281,
        3111,
        8225,
        7758,
        10907,
        11336,
        2289,
        7598,
        11,
        17197,
        3581,
        17028,
        1543,
        50965
      ],
      "temperature": 0,
      "avg_logprob": -0.08615006666917067,
      "compression_ratio": 1.0457142857142858,
      "no_speech_prob": 1.921370874902184e-11,
      "source": "whisper"
    },
    {
      "id": 69,
      "seek": 35350,
      "start": 353.5,
      "end": 363.5,
      "text": "到這裡,我們用類字Scale做出了第一版,用第三方Scale生成了定字版,還優化了一份舊稿。",
      "tokens": [
        50365,
        4511,
        18771,
        11,
        5884,
        9254,
        40092,
        22381,
        16806,
        1220,
        10907,
        7781,
        2289,
        18049,
        42096,
        11,
        9254,
        35878,
        9249,
        16806,
        1220,
        8244,
        11336,
        2289,
        12088,
        22381,
        42096,
        11,
        7824,
        12827,
        103,
        23756,
        2289,
        2257,
        36266,
        10256,
        232,
        10415,
        123,
        1543,
        50865
      ],
      "temperature": 0,
      "avg_logprob": -0.14068414318946101,
      "compression_ratio": 1.0194805194805194,
      "no_speech_prob": 1.7777839964039366e-11,
      "source": "whisper"
    },
    {
      "id": 70,
      "seek": 35350,
      "start": 363.5,
      "end": 366.5,
      "text": "整個過程可以壓縮成PPT的補護法。",
      "tokens": [
        50865,
        27662,
        3338,
        8816,
        29649,
        6723,
        45964,
        21030,
        106,
        11336,
        17755,
        51,
        1546,
        8083,
        250,
        48289,
        11148,
        1543,
        51015
      ],
      "temperature": 0,
      "avg_logprob": -0.14068414318946101,
      "compression_ratio": 1.0194805194805194,
      "no_speech_prob": 1.7777839964039366e-11,
      "source": "whisper"
    },
    {
      "id": 71,
      "seek": 36650,
      "start": 366.5,
      "end": 372.5,
      "text": "第一,講清需求,主題,受眾,場景,頁數,以及重點,解決什麼問題。",
      "tokens": [
        50365,
        18049,
        11,
        11932,
        21784,
        32535,
        32718,
        11,
        13557,
        14475,
        11,
        23151,
        29595,
        11,
        21446,
        50218,
        11,
        8313,
        223,
        30622,
        11,
        40282,
        12624,
        8216,
        11,
        17278,
        33540,
        7598,
        17197,
        1543,
        50665
      ],
      "temperature": 0,
      "avg_logprob": -0.10394139246109428,
      "compression_ratio": 1.1779661016949152,
      "no_speech_prob": 1.624433920710544e-11,
      "source": "whisper"
    },
    {
      "id": 72,
      "seek": 36650,
      "start": 373.5,
      "end": 378.5,
      "text": "第二,確認大綱順序是否合理,內容是否重複,一頁是不是只有一個重點。",
      "tokens": [
        50715,
        19693,
        11,
        24293,
        22041,
        3582,
        9261,
        109,
        8313,
        228,
        6346,
        237,
        1541,
        45334,
        14245,
        13876,
        11,
        28472,
        25750,
        1541,
        45334,
        12624,
        164,
        97,
        229,
        11,
        2257,
        8313,
        223,
        23034,
        35244,
        8990,
        12624,
        8216,
        1543,
        50965
      ],
      "temperature": 0,
      "avg_logprob": -0.10394139246109428,
      "compression_ratio": 1.1779661016949152,
      "no_speech_prob": 1.624433920710544e-11,
      "source": "whisper"
    },
    {
      "id": 73,
      "seek": 36650,
      "start": 378.5,
      "end": 384.5,
      "text": "第三,確定風格,明確顏色,字體,排版。如果沒有想法,就讓Codex先提供視覺方案。",
      "tokens": [
        50965,
        35878,
        11,
        24293,
        12088,
        22713,
        30921,
        11,
        11100,
        24293,
        10178,
        237,
        17673,
        11,
        22381,
        23987,
        11,
        44647,
        42096,
        1543,
        13119,
        6963,
        7093,
        11148,
        11,
        3111,
        21195,
        34,
        1429,
        87,
        10108,
        20949,
        3254,
        249,
        27333,
        9463,
        9249,
        28899,
        1543,
        51265
      ],
      "temperature": 0,
      "avg_logprob": -0.10394139246109428,
      "compression_ratio": 1.1779661016949152,
      "no_speech_prob": 1.624433920710544e-11,
      "source": "whisper"
    },
    {
      "id": 74,
      "seek": 38450,
      "start": 384.5,
      "end": 389.5,
      "text": "第四,深層並檢查,確認溢出遮擋、字體替換和可編輯性。",
      "tokens": [
        50365,
        7536,
        19425,
        11,
        24043,
        9636,
        97,
        35934,
        40741,
        95,
        42623,
        11,
        24293,
        22041,
        16084,
        95,
        7781,
        3330,
        106,
        13167,
        233,
        1231,
        22381,
        23987,
        9531,
        123,
        36338,
        12565,
        4429,
        12608,
        101,
        12290,
        107,
        21686,
        1543,
        50615
      ],
      "temperature": 0,
      "avg_logprob": -0.08219265785946209,
      "compression_ratio": 1.2242424242424241,
      "no_speech_prob": 1.575401788189712e-11,
      "source": "whisper"
    },
    {
      "id": 75,
      "seek": 38450,
      "start": 389.5,
      "end": 394.5,
      "text": "第五,定向修改,說清楚哪一頁存在什麼問題,希望改成什麼形式。",
      "tokens": [
        50615,
        7536,
        21001,
        11,
        12088,
        24282,
        7792,
        106,
        34490,
        11,
        4622,
        38433,
        17028,
        2257,
        8313,
        223,
        39781,
        3581,
        7598,
        17197,
        11,
        29955,
        34490,
        11336,
        7598,
        30900,
        27584,
        1543,
        50865
      ],
      "temperature": 0,
      "avg_logprob": -0.08219265785946209,
      "compression_ratio": 1.2242424242424241,
      "no_speech_prob": 1.575401788189712e-11,
      "source": "whisper"
    },
    {
      "id": 76,
      "seek": 38450,
      "start": 394.5,
      "end": 398.5,
      "text": "把這張五步法截圖保存,下次做PPT就按這套流程逐步推進。",
      "tokens": [
        50865,
        16075,
        2664,
        18889,
        21001,
        31429,
        11148,
        1486,
        103,
        2523,
        244,
        24302,
        39781,
        11,
        35829,
        10907,
        17755,
        51,
        3111,
        26613,
        2664,
        1881,
        245,
        27854,
        29649,
        2215,
        238,
        31429,
        33597,
        18214,
        1543,
        51065
      ],
      "temperature": 0,
      "avg_logprob": -0.08219265785946209,
      "compression_ratio": 1.2242424242424241,
      "no_speech_prob": 1.575401788189712e-11,
      "source": "whisper"
    },
    {
      "id": 77,
      "seek": 38450,
      "start": 398.5,
      "end": 403.5,
      "text": "好啦,今天的Codex深層PPT全流程實測和思路分享就到這裡了。",
      "tokens": [
        51065,
        33036,
        11,
        34947,
        34,
        1429,
        87,
        24043,
        9636,
        97,
        17755,
        51,
        11319,
        27854,
        29649,
        10376,
        9592,
        105,
        12565,
        8870,
        24658,
        30855,
        45918,
        18771,
        2289,
        1543,
        51315
      ],
      "temperature": 0,
      "avg_logprob": -0.08219265785946209,
      "compression_ratio": 1.2242424242424241,
      "no_speech_prob": 1.575401788189712e-11,
      "source": "whisper"
    },
    {
      "id": 78,
      "seek": 38450,
      "start": 403.5,
      "end": 409.5,
      "text": "這裡是段姐面,喜歡這期內容的話記得點贊關注加收藏,咱們下期再見。",
      "tokens": [
        51315,
        18771,
        1541,
        28427,
        18102,
        8833,
        11,
        21385,
        2664,
        16786,
        28472,
        25750,
        21358,
        30872,
        8216,
        18464,
        232,
        14899,
        26432,
        9990,
        18681,
        21782,
        237,
        11,
        8975,
        109,
        4623,
        4438,
        16786,
        30177,
        1543,
        51615
      ],
      "temperature": 0,
      "avg_logprob": -0.08219265785946209,
      "compression_ratio": 1.2242424242424241,
      "no_speech_prob": 1.575401788189712e-11,
      "source": "whisper"
    }
  ],
  "transcript_selection": {
    "schema": "videonote.transcript_selection.v1",
    "status": "SELECTED",
    "requested_language": "zh",
    "duration": 411.573688,
    "reference_path": null,
    "reference_kind": null,
    "reference_language": null,
    "selected_source": "whisper_segmented",
    "decision_reason": "source_unavailable_or_untrusted_whisper_passed",
    "whisper_rejected": false,
    "source_profile": {
      "segment_count": 0,
      "duration_coverage": 0.0,
      "usable_full": false,
      "usable_partial": false,
      "hallucination_region_count": 0,
      "hallucination_regions": [],
      "language": {
        "requested": "zh",
        "matched": false
      }
    },
    "whisper_profile": {
      "segment_count": 79,
      "multilingual": false,
      "first_start": 0.0,
      "final_end": 409.5,
      "duration_coverage": 0.994962,
      "maximum_gap_seconds": 1.0,
      "inverted_count": 0,
      "language": {
        "requested": "zh",
        "matched": true,
        "latin": 301,
        "han": 1744,
        "kana": 0,
        "hangul": 0
      },
      "hallucination_region_count": 0,
      "hallucination_regions": [],
      "usable_full": true,
      "usable_partial": true
    },
    "comparison": {
      "window_seconds": 30.0,
      "compared_window_count": 0,
      "median_score": 0.0,
      "divergent_window_count": 0,
      "divergent_ratio": 0.0,
      "divergent_windows": []
    },
    "timestamp_alignment": {
      "applied": false,
      "estimated_offset_seconds": 0.0,
      "matched_segment_count": 0,
      "match_scores": []
    },
    "caption_timing_repair": null,
    "filled_source_profile": null,
    "whisper_duration_guard": {
      "media_duration": 411.574,
      "rejected_segment_count": 0,
      "rejected_segments": []
    }
  }
}