{"text": "朋友們,諾奖得主親口承認,AI走錯路了,他的卻無能為力。哈薩比斯在最近的訪談說了一句很重的話,如果由他來做出,AI應該在實驗室多待10到20年。他不會急著賣錢,他會先多做幾個AlphaFold這樣的工具,說不定癌症都能被更早攻破下來。因為AlphaFold不是一個普通的工具,它推進的是整個人類做科研的速度。你身體裡面從一根頭髮到免疫系統,底層它都離不開蛋白質。而蛋白質的3D形狀只要折磋了一點,後面可能就是癌症、白血病、阿爾茲海默症。在過去的50年,人類也要搞清楚一個蛋白質的結構,再得花幾年時間幾十萬美金,還得靠X涉嫌一點點上。而AlphaFold直接就把這件事情從幾年壓到了幾秒鐘。更狠的是,哈薩比斯還算過一比账,既然10秒鐘就能折一個蛋白質,那2億個蛋白質它一年就能全部算完。那為什麼不乾脆做成免費的數據庫,開放給全世界人用?而就這個拍腦袋的決定,後來讓全球的300萬科學家都在免費地用AlphaFold。幾十種相關藥物也已經進入了零床實驗。有一個製藥公司的科學家甚至說,再過幾年,我們真的有可能吃到第一批AI設計的藥。而現在我們面臨的問題是,ChackGPT一出來,整條路就一下子偏了。2022年11月30日,ChackGPT橫空出世,AI行業的重心一夜之間轉向了語言模型和消費期的產品。全行業都開始了大模型的裙背景散。谷歌也直接拉響了紅色情報。哈薩比斯也從一個專注做科學的實驗室負責人,變成了谷歌的AI掌舵者。他自己也坦白說,現在不是他想要的AI。他想要的是,像歐洲核子研究中心那樣,全球最頂尖的科學家一起合作,每走一步都把原理和後果講清楚,充分驗證。哪怕他會慢十年二十年,也比現在這種一路狂奔更穩。但現實由不得他。在資本和市場的裹挾下,現在的AI公司都在卷什麼?都在卷誰的模型更好,更快,卷誰的模型能幫老闆裁掉更多的人。就過2025年,科技行業的裁員超過了10萬,一半以上都跟AI有關。而今年以來,甲库文宣布裁員3萬人,亞馬遜也宣布裁員1.6萬人。哈瑟比斯說,一個本來可以治癒癌,發現新材料的工具,現在被迫先去幫企業降本子效了。現在整個AI行業都在走一條可能不是最優的路,而我們所有人都在為這條路買單。那另一條路是什麼?哈瑟比斯專門成立了一個AI的製藥公司。它想把原來需要10年研發,90%的失敗率,需要幾十億成本的藥物研發過程,用AI徹底重做一遍。而現在他們已經有了18-19個藥物項目正在推進,覆蓋了心臟病、癌症、免疫病這些最難治的病。而它領導的另一個項目,已經破解了人類基因密碼,能精準地定位致病突變。哈瑟比斯還說,在未來50年,AI很可能會幫我們實現可控的核聚變,治癒疾病,解決糧食和水資源的問題。不過,這一切的前提是AI必須要走到正確的路上。最後主持人問他,2016年,你板子上那張寫著,解決蛋白質折疊問題的變遷還在嗎?現在你桌上寫的是什麼呢?哈瑟比斯胡笑著說,現在他的桌上貼滿了變遷,差不多有上百張。而上面寫的就是今天晚上他必須要做完的30件事。一個純粹的科學家,他現在已經不能決定自己做什麼了。這個最懂AI應該往哪個方向走的人,他已經沒有權力決定AI的方向了。現在能決定AI方向的是資本和市場,但他們最關心的還是怎麼賺更多的錢。", "segments": [{"id": 0, "seek": 0, "start": 0.0, "end": 4.24, "text": "朋友們,諾奖得主親口承認,AI走錯路了,他的卻無能為力。", "tokens": [50365, 19828, 4623, 11, 11067, 122, 1881, 244, 5916, 13557, 42117, 18144, 3416, 123, 22041, 11, 48698, 9575, 13133, 24658, 2289, 11, 31309, 5322, 119, 16976, 8225, 6344, 13486, 1543, 50577], "temperature": 0, "avg_logprob": -0.19580912910769338, "compression_ratio": 1.2901785714285714, "no_speech_prob": 7.424281675549871e-12}, {"id": 1, "seek": 0, "start": 4.24, "end": 10.24, "text": "哈薩比斯在最近的訪談說了一句很重的話,如果由他來做出,AI應該在實驗室多待10到20年。", "tokens": [50577, 10595, 27746, 102, 11706, 30758, 3581, 46777, 1546, 5396, 103, 48022, 4622, 2289, 2257, 34592, 4563, 12624, 21358, 11, 13119, 23786, 5000, 3763, 10907, 7781, 11, 48698, 26087, 3581, 10376, 24023, 245, 2415, 97, 6392, 18390, 3279, 4511, 2009, 5157, 1543, 50877], "temperature": 0, "avg_logprob": -0.19580912910769338, "compression_ratio": 1.2901785714285714, "no_speech_prob": 7.424281675549871e-12}, {"id": 2, "seek": 0, "start": 10.24, "end": 15.6, "text": "他不會急著賣錢,他會先多做幾個AlphaFold這樣的工具,說不定癌症都能被更早攻破下來。", "tokens": [50877, 5000, 21121, 36379, 19382, 13352, 96, 29483, 11, 5000, 6236, 10108, 6392, 10907, 23575, 3338, 9171, 7211, 37, 2641, 39425, 23323, 39806, 11, 4622, 1960, 12088, 6651, 234, 15553, 229, 7182, 8225, 23238, 19002, 21176, 41530, 39560, 27769, 1543, 51145], "temperature": 0, "avg_logprob": -0.19580912910769338, "compression_ratio": 1.2901785714285714, "no_speech_prob": 7.424281675549871e-12}, {"id": 3, "seek": 0, "start": 15.6, "end": 20.240000000000002, "text": "因為AlphaFold不是一個普通的工具,它推進的是整個人類做科研的速度。", "tokens": [51145, 11471, 9171, 7211, 37, 2641, 7296, 8990, 29993, 19550, 1546, 23323, 39806, 11, 11284, 33597, 18214, 24620, 27662, 40104, 40092, 10907, 42091, 23230, 242, 1546, 31217, 13127, 1543, 51377], "temperature": 0, "avg_logprob": -0.19580912910769338, "compression_ratio": 1.2901785714285714, "no_speech_prob": 7.424281675549871e-12}, {"id": 4, "seek": 0, "start": 20.240000000000002, "end": 24.240000000000002, "text": "你身體裡面從一根頭髮到免疫系統,底層它都離不開蛋白質。", "tokens": [51377, 2166, 19847, 23987, 32399, 21068, 2257, 31337, 19921, 9084, 106, 4511, 2347, 235, 31670, 25368, 33725, 11, 22816, 9636, 97, 11284, 7182, 32662, 1960, 8949, 35081, 13558, 43450, 1543, 51577], "temperature": 0, "avg_logprob": -0.19580912910769338, "compression_ratio": 1.2901785714285714, "no_speech_prob": 7.424281675549871e-12}, {"id": 5, "seek": 0, "start": 24.240000000000002, "end": 29.6, "text": "而蛋白質的3D形狀只要折磋了一點,後面可能就是癌症、白血病、阿爾茲海默症。", "tokens": [51577, 11070, 35081, 13558, 43450, 1546, 18, 35, 30900, 18637, 222, 14003, 4275, 7235, 246, 163, 96, 233, 2289, 19202, 11, 5661, 8833, 16657, 5620, 6651, 234, 15553, 229, 1231, 13558, 44110, 30986, 1231, 13594, 41997, 27395, 110, 20078, 6173, 246, 15553, 229, 1543, 51845], "temperature": 0, "avg_logprob": -0.19580912910769338, "compression_ratio": 1.2901785714285714, "no_speech_prob": 7.424281675549871e-12}, {"id": 6, "seek": 2960, "start": 29.6, "end": 36.24, "text": "在過去的50年,人類也要搞清楚一個蛋白質的結構,再得花幾年時間幾十萬美金,還得靠X涉嫌一點點上。", "tokens": [50365, 3581, 36910, 1546, 2803, 5157, 11, 4035, 40092, 6404, 4275, 41816, 38433, 8990, 35081, 13558, 43450, 1546, 17144, 43362, 11, 8623, 5916, 20127, 23575, 5157, 20788, 23575, 20145, 14099, 9175, 19117, 11, 7824, 5916, 5363, 254, 55, 35681, 231, 38291, 234, 19202, 8216, 5708, 1543, 50697], "temperature": 0, "avg_logprob": -0.16370852004252207, "compression_ratio": 1.3162583518930957, "no_speech_prob": 1.3377726010288526e-11}, {"id": 7, "seek": 2960, "start": 36.24, "end": 39.6, "text": "而AlphaFold直接就把這件事情從幾年壓到了幾秒鐘。", "tokens": [50697, 11070, 9171, 7211, 37, 2641, 43297, 3111, 16075, 2664, 49459, 21068, 23575, 5157, 45964, 21381, 23575, 20956, 26254, 1543, 50865], "temperature": 0, "avg_logprob": -0.16370852004252207, "compression_ratio": 1.3162583518930957, "no_speech_prob": 1.3377726010288526e-11}, {"id": 8, "seek": 2960, "start": 39.6, "end": 45.92, "text": "更狠的是,哈薩比斯還算過一比账,既然10秒鐘就能折一個蛋白質,那2億個蛋白質它一年就能全部算完。", "tokens": [50865, 19002, 18637, 254, 24620, 11, 10595, 27746, 102, 11706, 30758, 7824, 19497, 8816, 2257, 11706, 18464, 99, 11, 4479, 95, 5823, 3279, 20956, 26254, 3111, 8225, 7235, 246, 8990, 35081, 13558, 43450, 11, 4184, 17, 25459, 3338, 35081, 13558, 43450, 11284, 2257, 5157, 3111, 8225, 38714, 19497, 14128, 1543, 51181], "temperature": 0, "avg_logprob": -0.16370852004252207, "compression_ratio": 1.3162583518930957, "no_speech_prob": 1.3377726010288526e-11}, {"id": 9, "seek": 2960, "start": 45.92, "end": 49.36, "text": "那為什麼不乾脆做成免費的數據庫,開放給全世界人用?", "tokens": [51181, 4184, 18987, 1960, 39698, 27067, 228, 10907, 11336, 2347, 235, 50071, 1546, 30622, 36841, 6346, 104, 11, 8949, 12744, 17798, 11319, 24486, 4035, 9254, 30, 51353], "temperature": 0, "avg_logprob": -0.16370852004252207, "compression_ratio": 1.3162583518930957, "no_speech_prob": 1.3377726010288526e-11}, {"id": 10, "seek": 2960, "start": 49.36, "end": 53.8, "text": "而就這個拍腦袋的決定,後來讓全球的300萬科學家都在免費地用AlphaFold。", "tokens": [51353, 11070, 3111, 6287, 31113, 21184, 99, 19688, 233, 1546, 33540, 12088, 11, 5661, 3763, 21195, 11319, 28533, 1546, 12566, 14099, 42091, 21372, 5155, 7182, 3581, 2347, 235, 50071, 10928, 9254, 9171, 7211, 37, 2641, 1543, 51575], "temperature": 0, "avg_logprob": -0.16370852004252207, "compression_ratio": 1.3162583518930957, "no_speech_prob": 1.3377726010288526e-11}, {"id": 11, "seek": 2960, "start": 53.8, "end": 56.36, "text": "幾十種相關藥物也已經進入了零床實驗。", "tokens": [51575, 23575, 20145, 16516, 15106, 14899, 21782, 98, 23516, 6404, 25338, 18214, 14028, 2289, 6306, 114, 6346, 232, 10376, 24023, 245, 1543, 51703], "temperature": 0, "avg_logprob": -0.16370852004252207, "compression_ratio": 1.3162583518930957, "no_speech_prob": 1.3377726010288526e-11}, {"id": 12, "seek": 5636, "start": 56.36, "end": 61.24, "text": "有一個製藥公司的科學家甚至說,再過幾年,我們真的有可能吃到第一批AI設計的藥。", "tokens": [50365, 2412, 8990, 8083, 121, 21782, 98, 13545, 32981, 1546, 42091, 21372, 5155, 17556, 20844, 4622, 11, 8623, 8816, 23575, 5157, 11, 5884, 8034, 2412, 16657, 10123, 4511, 18049, 3416, 117, 48698, 39035, 30114, 1546, 21782, 98, 1543, 50609], "temperature": 0, "avg_logprob": -0.13790248218595672, "compression_ratio": 1.244215938303342, "no_speech_prob": 1.492249032675197e-11}, {"id": 13, "seek": 5636, "start": 61.24, "end": 65.12, "text": "而現在我們面臨的問題是,ChackGPT一出來,整條路就一下子偏了。", "tokens": [50609, 11070, 12648, 5884, 8833, 6784, 101, 1546, 17197, 1541, 11, 6546, 501, 38, 47, 51, 2257, 29741, 11, 27662, 31106, 24658, 3111, 8861, 7626, 7437, 237, 2289, 1543, 50803], "temperature": 0, "avg_logprob": -0.13790248218595672, "compression_ratio": 1.244215938303342, "no_speech_prob": 1.492249032675197e-11}, {"id": 14, "seek": 5636, "start": 65.12, "end": 71.72, "text": "2022年11月30日,ChackGPT橫空出世,AI行業的重心一夜之間轉向了語言模型和消費期的產品。", "tokens": [50803, 2009, 7490, 5157, 5348, 6939, 3446, 6890, 11, 6546, 501, 38, 47, 51, 13671, 104, 23322, 7781, 17484, 11, 48698, 8082, 27119, 1546, 12624, 7945, 2257, 30124, 9574, 11016, 32739, 24282, 2289, 31348, 12009, 41908, 39823, 12565, 28837, 50071, 16786, 1546, 33299, 30246, 1543, 51133], "temperature": 0, "avg_logprob": -0.13790248218595672, "compression_ratio": 1.244215938303342, "no_speech_prob": 1.492249032675197e-11}, {"id": 15, "seek": 5636, "start": 71.72, "end": 73.8, "text": "全行業都開始了大模型的裙背景散。", "tokens": [51133, 11319, 8082, 27119, 7182, 21017, 2289, 3582, 41908, 39823, 1546, 8083, 247, 46329, 50218, 7017, 96, 1543, 51237], "temperature": 0, "avg_logprob": -0.13790248218595672, "compression_ratio": 1.244215938303342, "no_speech_prob": 1.492249032675197e-11}, {"id": 16, "seek": 5636, "start": 73.8, "end": 75.56, "text": "谷歌也直接拉響了紅色情報。", "tokens": [51237, 8897, 115, 29582, 6404, 43297, 29717, 13665, 123, 2289, 33487, 17673, 10570, 17803, 1543, 51325], "temperature": 0, "avg_logprob": -0.13790248218595672, "compression_ratio": 1.244215938303342, "no_speech_prob": 1.492249032675197e-11}, {"id": 17, "seek": 5636, "start": 75.56, "end": 79.88, "text": "哈薩比斯也從一個專注做科學的實驗室負責人,變成了谷歌的AI掌舵者。", "tokens": [51325, 10595, 27746, 102, 11706, 30758, 6404, 21068, 8990, 46072, 26432, 10907, 42091, 21372, 1546, 10376, 24023, 245, 2415, 97, 11561, 254, 11561, 105, 4035, 11, 26327, 11336, 2289, 8897, 115, 29582, 1546, 48698, 6900, 234, 10256, 113, 12444, 1543, 51541], "temperature": 0, "avg_logprob": -0.13790248218595672, "compression_ratio": 1.244215938303342, "no_speech_prob": 1.492249032675197e-11}, {"id": 18, "seek": 7988, "start": 79.88, "end": 82.44, "text": "他自己也坦白說,現在不是他想要的AI。", "tokens": [50365, 5000, 17645, 6404, 14872, 99, 13558, 4622, 11, 12648, 7296, 5000, 7093, 4275, 1546, 48698, 1543, 50493], "temperature": 0, "avg_logprob": -0.14287750572679145, "compression_ratio": 1.3206106870229009, "no_speech_prob": 1.6500816338305135e-11}, {"id": 19, "seek": 7988, "start": 82.44, "end": 87.08, "text": "他想要的是,像歐洲核子研究中心那樣,全球最頂尖的科學家一起合作,", "tokens": [50493, 5000, 7093, 4275, 24620, 11, 12760, 4287, 238, 48706, 8987, 116, 7626, 23230, 242, 44704, 5975, 7945, 4184, 6180, 11, 11319, 28533, 8661, 8313, 224, 1530, 244, 1546, 42091, 21372, 5155, 29567, 14245, 11914, 11, 50725], "temperature": 0, "avg_logprob": -0.14287750572679145, "compression_ratio": 1.3206106870229009, "no_speech_prob": 1.6500816338305135e-11}, {"id": 20, "seek": 7988, "start": 87.08, "end": 90.36, "text": "每走一步都把原理和後果講清楚,充分驗證。", "tokens": [50725, 23664, 9575, 2257, 31429, 7182, 16075, 19683, 13876, 12565, 5661, 9319, 11932, 38433, 11, 2347, 227, 6627, 24023, 245, 11823, 231, 1543, 50889], "temperature": 0, "avg_logprob": -0.14287750572679145, "compression_ratio": 1.3206106870229009, "no_speech_prob": 1.6500816338305135e-11}, {"id": 21, "seek": 7988, "start": 90.36, "end": 93.8, "text": "哪怕他會慢十年二十年,也比現在這種一路狂奔更穩。", "tokens": [50889, 17028, 21164, 5000, 6236, 20645, 20145, 5157, 11217, 20145, 5157, 11, 6404, 11706, 12648, 33005, 2257, 24658, 18637, 224, 1881, 242, 19002, 13740, 102, 1543, 51061], "temperature": 0, "avg_logprob": -0.14287750572679145, "compression_ratio": 1.3206106870229009, "no_speech_prob": 1.6500816338305135e-11}, {"id": 22, "seek": 7988, "start": 93.8, "end": 95.0, "text": "但現實由不得他。", "tokens": [51061, 8395, 9581, 10376, 23786, 1960, 5916, 5000, 1543, 51121], "temperature": 0, "avg_logprob": -0.14287750572679145, "compression_ratio": 1.3206106870229009, "no_speech_prob": 1.6500816338305135e-11}, {"id": 23, "seek": 7988, "start": 95.0, "end": 98.12, "text": "在資本和市場的裹挾下,現在的AI公司都在卷什麼?", "tokens": [51121, 3581, 35380, 8802, 12565, 27261, 21446, 1546, 8083, 117, 8501, 122, 4438, 11, 12648, 1546, 48698, 13545, 32981, 7182, 3581, 5322, 115, 7598, 30, 51277], "temperature": 0, "avg_logprob": -0.14287750572679145, "compression_ratio": 1.3206106870229009, "no_speech_prob": 1.6500816338305135e-11}, {"id": 24, "seek": 7988, "start": 98.12, "end": 102.36, "text": "都在卷誰的模型更好,更快,卷誰的模型能幫老闆裁掉更多的人。", "tokens": [51277, 7182, 3581, 5322, 115, 20757, 1546, 41908, 39823, 19002, 2131, 11, 19002, 10251, 11, 5322, 115, 20757, 1546, 41908, 39823, 8225, 32187, 10439, 8259, 228, 8083, 223, 29327, 19002, 6392, 29979, 1543, 51489], "temperature": 0, "avg_logprob": -0.14287750572679145, "compression_ratio": 1.3206106870229009, "no_speech_prob": 1.6500816338305135e-11}, {"id": 25, "seek": 7988, "start": 102.36, "end": 106.52, "text": "就過2025年,科技行業的裁員超過了10萬,一半以上都跟AI有關。", "tokens": [51489, 3111, 8816, 2009, 6074, 5157, 11, 42091, 32502, 8082, 27119, 1546, 8083, 223, 20992, 19869, 8816, 2289, 3279, 14099, 11, 2257, 30018, 29497, 7182, 9678, 48698, 2412, 14899, 1543, 51697], "temperature": 0, "avg_logprob": -0.14287750572679145, "compression_ratio": 1.3206106870229009, "no_speech_prob": 1.6500816338305135e-11}, {"id": 26, "seek": 10652, "start": 106.52, "end": 110.6, "text": "而今年以來,甲库文宣布裁員3萬人,亞馬遜也宣布裁員1.6萬人。", "tokens": [50365, 11070, 38937, 3588, 3763, 11, 3526, 110, 6346, 241, 17174, 2415, 96, 34688, 8083, 223, 20992, 18, 14099, 4035, 11, 42552, 29098, 3330, 250, 6404, 2415, 96, 34688, 8083, 223, 20992, 16, 13, 21, 14099, 4035, 1543, 50569], "temperature": 0, "avg_logprob": -0.12169614714891921, "compression_ratio": 1.3373493975903614, "no_speech_prob": 1.3960351971653573e-11}, {"id": 27, "seek": 10652, "start": 110.6, "end": 114.28, "text": "哈瑟比斯說,一個本來可以治癒癌,發現新材料的工具,", "tokens": [50569, 10595, 37955, 253, 11706, 30758, 4622, 11, 8990, 8802, 3763, 6723, 30118, 6651, 240, 6651, 234, 11, 38927, 12560, 4422, 238, 33404, 1546, 23323, 39806, 11, 50753], "temperature": 0, "avg_logprob": -0.12169614714891921, "compression_ratio": 1.3373493975903614, "no_speech_prob": 1.3960351971653573e-11}, {"id": 28, "seek": 10652, "start": 114.28, "end": 116.6, "text": "現在被迫先去幫企業降本子效了。", "tokens": [50753, 12648, 23238, 3316, 104, 10108, 6734, 32187, 7384, 223, 27119, 47421, 8802, 7626, 43076, 2289, 1543, 50869], "temperature": 0, "avg_logprob": -0.12169614714891921, "compression_ratio": 1.3373493975903614, "no_speech_prob": 1.3960351971653573e-11}, {"id": 29, "seek": 10652, "start": 116.6, "end": 119.39999999999999, "text": "現在整個AI行業都在走一條可能不是最優的路,", "tokens": [50869, 12648, 27662, 3338, 48698, 8082, 27119, 7182, 3581, 9575, 2257, 31106, 16657, 7296, 8661, 12827, 103, 1546, 24658, 11, 51009], "temperature": 0, "avg_logprob": -0.12169614714891921, "compression_ratio": 1.3373493975903614, "no_speech_prob": 1.3960351971653573e-11}, {"id": 30, "seek": 10652, "start": 119.39999999999999, "end": 121.39999999999999, "text": "而我們所有人都在為這條路買單。", "tokens": [51009, 11070, 5884, 39300, 4035, 7182, 3581, 6344, 2664, 31106, 24658, 31001, 24227, 1543, 51109], "temperature": 0, "avg_logprob": -0.12169614714891921, "compression_ratio": 1.3373493975903614, "no_speech_prob": 1.3960351971653573e-11}, {"id": 31, "seek": 10652, "start": 121.39999999999999, "end": 125.0, "text": "那另一條路是什麼?哈瑟比斯專門成立了一個AI的製藥公司。", "tokens": [51109, 4184, 22762, 2257, 31106, 24658, 35851, 30, 10595, 37955, 253, 11706, 30758, 46072, 37232, 11336, 24409, 2289, 8990, 48698, 1546, 8083, 121, 21782, 98, 13545, 32981, 1543, 51289], "temperature": 0, "avg_logprob": -0.12169614714891921, "compression_ratio": 1.3373493975903614, "no_speech_prob": 1.3960351971653573e-11}, {"id": 32, "seek": 10652, "start": 125.0, "end": 127.96, "text": "它想把原來需要10年研發,90%的失敗率,", "tokens": [51289, 11284, 7093, 16075, 19683, 3763, 35748, 3279, 5157, 23230, 242, 14637, 11, 7771, 4, 1546, 28564, 7017, 245, 44866, 11, 51437], "temperature": 0, "avg_logprob": -0.12169614714891921, "compression_ratio": 1.3373493975903614, "no_speech_prob": 1.3960351971653573e-11}, {"id": 33, "seek": 10652, "start": 127.96, "end": 131.64, "text": "需要幾十億成本的藥物研發過程,用AI徹底重做一遍。", "tokens": [51437, 35748, 23575, 20145, 25459, 11336, 8802, 1546, 21782, 98, 23516, 23230, 242, 14637, 8816, 29649, 11, 9254, 48698, 2172, 117, 22816, 12624, 10907, 2257, 3330, 235, 1543, 51621], "temperature": 0, "avg_logprob": -0.12169614714891921, "compression_ratio": 1.3373493975903614, "no_speech_prob": 1.3960351971653573e-11}, {"id": 34, "seek": 13164, "start": 131.64, "end": 137.72, "text": "而現在他們已經有了18-19個藥物項目正在推進,覆蓋了心臟病、癌症、免疫病這些最難治的病。", "tokens": [50365, 11070, 12648, 20486, 25338, 2412, 2289, 6494, 12, 3405, 3338, 21782, 98, 23516, 8313, 227, 11386, 15789, 3581, 33597, 18214, 11, 2888, 228, 39198, 233, 2289, 7945, 6784, 253, 30986, 1231, 6651, 234, 15553, 229, 1231, 2347, 235, 31670, 30986, 29869, 8661, 21192, 30118, 1546, 30986, 1543, 50669], "temperature": 0, "avg_logprob": -0.12231813989034514, "compression_ratio": 1.227810650887574, "no_speech_prob": 1.32205114911077e-11}, {"id": 35, "seek": 13164, "start": 137.72, "end": 142.44, "text": "而它領導的另一個項目,已經破解了人類基因密碼,能精準地定位致病突變。", "tokens": [50669, 11070, 11284, 8313, 246, 25647, 1546, 22762, 8990, 8313, 227, 11386, 11, 25338, 39560, 17278, 2289, 4035, 40092, 26008, 8698, 47838, 16337, 120, 11, 8225, 34910, 28220, 10928, 12088, 11160, 6784, 112, 30986, 40859, 26327, 1543, 50905], "temperature": 0, "avg_logprob": -0.12231813989034514, "compression_ratio": 1.227810650887574, "no_speech_prob": 1.32205114911077e-11}, {"id": 36, "seek": 13164, "start": 142.44, "end": 149.07999999999998, "text": "哈瑟比斯還說,在未來50年,AI很可能會幫我們實現可控的核聚變,治癒疾病,解決糧食和水資源的問題。", "tokens": [50905, 10595, 37955, 253, 11706, 30758, 7824, 4622, 11, 3581, 29954, 3763, 2803, 5157, 11, 48698, 4563, 16657, 6236, 32187, 5884, 10376, 9581, 4429, 48707, 1546, 8987, 116, 8171, 248, 26327, 11, 30118, 6651, 240, 18140, 122, 30986, 11, 17278, 33540, 15239, 100, 25155, 12565, 15590, 35380, 47402, 1546, 17197, 1543, 51237], "temperature": 0, "avg_logprob": -0.12231813989034514, "compression_ratio": 1.227810650887574, "no_speech_prob": 1.32205114911077e-11}, {"id": 37, "seek": 13164, "start": 149.07999999999998, "end": 152.2, "text": "不過,這一切的前提是AI必須要走到正確的路上。", "tokens": [51237, 28193, 11, 32260, 23632, 1546, 8945, 20949, 1541, 48698, 28531, 8313, 230, 4275, 9575, 4511, 15789, 24293, 1546, 24658, 5708, 1543, 51393], "temperature": 0, "avg_logprob": -0.12231813989034514, "compression_ratio": 1.227810650887574, "no_speech_prob": 1.32205114911077e-11}, {"id": 38, "seek": 15220, "start": 152.2, "end": 157.64, "text": "最後主持人問他,2016年,你板子上那張寫著,解決蛋白質折疊問題的變遷還在嗎?", "tokens": [50365, 20578, 13557, 17694, 4035, 11361, 5000, 11, 41103, 5157, 11, 2166, 43664, 7626, 5708, 4184, 18889, 4510, 104, 19382, 11, 17278, 33540, 35081, 13558, 43450, 7235, 246, 18140, 232, 17197, 1546, 26327, 3330, 115, 7824, 3581, 7434, 30, 50637], "temperature": 0, "avg_logprob": -0.15060097260000818, "compression_ratio": 1.3871794871794871, "no_speech_prob": 1.5331036787302743e-11}, {"id": 39, "seek": 15220, "start": 157.64, "end": 159.23999999999998, "text": "現在你桌上寫的是什麼呢?", "tokens": [50637, 12648, 2166, 162, 5475, 5708, 4510, 104, 24620, 7598, 6240, 30, 50717], "temperature": 0, "avg_logprob": -0.15060097260000818, "compression_ratio": 1.3871794871794871, "no_speech_prob": 1.5331036787302743e-11}, {"id": 40, "seek": 15220, "start": 159.23999999999998, "end": 163.88, "text": "哈瑟比斯胡笑著說,現在他的桌上貼滿了變遷,差不多有上百張。", "tokens": [50717, 10595, 37955, 253, 11706, 30758, 43861, 11600, 19382, 4622, 11, 12648, 31309, 162, 5475, 5708, 11561, 120, 32197, 2289, 26327, 3330, 115, 11, 37876, 2412, 5708, 31906, 18889, 1543, 50949], "temperature": 0, "avg_logprob": -0.15060097260000818, "compression_ratio": 1.3871794871794871, "no_speech_prob": 1.5331036787302743e-11}, {"id": 41, "seek": 15220, "start": 163.88, "end": 167.0, "text": "而上面寫的就是今天晚上他必須要做完的30件事。", "tokens": [50949, 11070, 49750, 4510, 104, 1546, 5620, 12074, 50157, 5000, 28531, 8313, 230, 4275, 10907, 14128, 1546, 3446, 20485, 6973, 1543, 51105], "temperature": 0, "avg_logprob": -0.15060097260000818, "compression_ratio": 1.3871794871794871, "no_speech_prob": 1.5331036787302743e-11}, {"id": 42, "seek": 15220, "start": 167.0, "end": 169.88, "text": "一個純粹的科學家,他現在已經不能決定自己做什麼了。", "tokens": [51105, 8990, 7732, 242, 18393, 117, 1546, 42091, 21372, 5155, 11, 5000, 12648, 25338, 28590, 33540, 12088, 17645, 10907, 7598, 2289, 1543, 51249], "temperature": 0, "avg_logprob": -0.15060097260000818, "compression_ratio": 1.3871794871794871, "no_speech_prob": 1.5331036787302743e-11}, {"id": 43, "seek": 15220, "start": 169.88, "end": 173.79999999999998, "text": "這個最懂AI應該往哪個方向走的人,他已經沒有權力決定AI的方向了。", "tokens": [51249, 6287, 8661, 29624, 48698, 26087, 29510, 17028, 3338, 9249, 24282, 9575, 29979, 11, 5000, 25338, 6963, 40212, 13486, 33540, 12088, 48698, 1546, 9249, 24282, 2289, 1543, 51445], "temperature": 0, "avg_logprob": -0.15060097260000818, "compression_ratio": 1.3871794871794871, "no_speech_prob": 1.5331036787302743e-11}, {"id": 44, "seek": 15220, "start": 173.79999999999998, "end": 176.39999999999998, "text": "現在能決定AI方向的是資本和市場,", "tokens": [51445, 12648, 8225, 33540, 12088, 48698, 9249, 24282, 24620, 35380, 8802, 12565, 27261, 21446, 11, 51575], "temperature": 0, "avg_logprob": -0.15060097260000818, "compression_ratio": 1.3871794871794871, "no_speech_prob": 1.5331036787302743e-11}, {"id": 45, "seek": 15220, "start": 176.39999999999998, "end": 178.88, "text": "但他們最關心的還是怎麼賺更多的錢。", "tokens": [51575, 8395, 20486, 8661, 14899, 7945, 1546, 25583, 11614, 13352, 118, 19002, 6392, 1546, 29483, 1543, 51699], "temperature": 0, "avg_logprob": -0.15060097260000818, "compression_ratio": 1.3871794871794871, "no_speech_prob": 1.5331036787302743e-11}], "language": "zh"}