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AI數字分析領航者 :mastodon: AI底層數據建模

@aphoebusli@mastodon.social
mastodon 4.7.0-beta.1
  • Open on mastodon.social

Ph.D. of #Economics
⭐R&D of Durban-Watson test statistic
⭐ #Analyst of data modelling and analysis

📥Chairman of IDA laboratory.

Former Assistant Professor of Minghsin
University of Science and Technology, Yuanpei University of Science and Technology, and Chunghua University

Former Associate Professor of Wenzhou University

🪧interest: #AI #dataanalysis, Applied Economics, Number modelling and Number analysis.

Promote: #MathAI for numerical modelling (lines combined method) software (free)

72 Followers
36 Following
20 Posts
Joined February 22, 2023
Book:
Excel calculating the probability distribution simulated data
Book:
Demythologize Durbin-Watson Test Statistic
Book:
Accurate New Stock Analytic Model: Ability over moving average
Book:
統計學不能做為大數據分析的工具-原因與補正

Posts

Open post
aphoebusli
AI數字分析領航者 :mastodon: AI底層數據建模 @aphoebusli@mastodon.social · Jun 30, 2026
AI數字分析領航者 :mastodon: AI底層數據建模
@aphoebusli@mastodon.social

Ph.D. of #Economics ⭐R&D of Durban-Watson test statistic ⭐ #Analyst of data modelling and analysis 📥Chairman of IDA laboratory. Former Assistant Professor of Minghsin University of Science and Technology, Yuanpei University of Science and Technology, and Chunghua University Former Associate Professor of Wenzhou University 🪧interest: #AI #dataanalysis, Applied Economics, Number modelling and Number analysis. Promote: #MathAI for numerical modelling (lines combined method) software (free)

mastodon.social
【數據開箱趣 Ep.03】股市震盪看不懂?那是因為你沒看「影子貨幣」! 🕵️‍♂️📈 -- 很多人看聯準會資產負債表,卻忽略了真正流進股市的「淨流動性」。 我們利用 MathAI 開箱了 2026 年上半年的數據,發現了一個驚人的現象:市場正處於「恐怖平衡」! 📊 數據實測: 從 2026 年 2 月到 6 月,淨流動性的增長斜率僅有 18.38。這代表即便聯準會口頭強硬,但實質流動性既沒噴發也沒乾涸,走出一條平坦的「橫盤盤整線」。 💡 這代表什麼? 美股目前失去了瘋狂暴漲的「油錢」,但也因為流動性沒枯竭而跌不下去。 下一波大行情什麼時候來?就看這條線何時打破盤整、選出方向! -- 📺 想看我們如何用數學模型顯影隱形的資金水位嗎? 點擊下方連結,看完整版數據對話影片: 👉 https://youtu.be/BN4AFPSQ_4U -- #數據開箱趣 #淨流動性 #影子貨幣 #FedNetLiquidity #MathAI #美股趨勢 #經濟 #財經 #FED #聯準會 #流動性 #數據分析 #podcast
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aphoebusli
AI數字分析領航者 :mastodon: AI底層數據建模 @aphoebusli@mastodon.social · Jun 29, 2026
AI數字分析領航者 :mastodon: AI底層數據建模
@aphoebusli@mastodon.social

Ph.D. of #Economics ⭐R&D of Durban-Watson test statistic ⭐ #Analyst of data modelling and analysis 📥Chairman of IDA laboratory. Former Assistant Professor of Minghsin University of Science and Technology, Yuanpei University of Science and Technology, and Chunghua University Former Associate Professor of Wenzhou University 🪧interest: #AI #dataanalysis, Applied Economics, Number modelling and Number analysis. Promote: #MathAI for numerical modelling (lines combined method) software (free)

mastodon.social
【數據開箱趣 Ep.02】聯準會悄悄「變胖」了?數據模型看穿政策表象! 🕵️‍♂️💸 你有想過,聯準會(Fed)說的話跟他們實際做的事,中間藏著多少「時差」嗎? 很多時候,我們看新聞覺得只是小波動,但在數據眼裡,那可是波濤洶湧的資金轉折! 本集《數據開箱趣》我們要來「開箱」聯準會總資產(WALCL)數據。我們利用 MathAI 數學模型,抓出了 2025 年底到 2026 年中這段時間,全球流動性的五大關鍵轉折點。 注意:資產增加代表水出去了。 📺 想看我們如何用數學模型「顯影」這些隱形趨勢嗎? 點擊下方連結,看完整版數據開箱影片: 👉 https://www.youtube.com/watch?v=8oeIqpHpyZA #數據開箱趣 #聯準會 #WALCL #MathAI #財經趨勢 #流動性分析 #數據看點 #YouTube新片 #FED #資產 #財經 #經濟 #貨幣
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aphoebusli
AI數字分析領航者 :mastodon: AI底層數據建模 @aphoebusli@mastodon.social · Jun 27, 2026
AI數字分析領航者 :mastodon: AI底層數據建模
@aphoebusli@mastodon.social

Ph.D. of #Economics ⭐R&D of Durban-Watson test statistic ⭐ #Analyst of data modelling and analysis 📥Chairman of IDA laboratory. Former Assistant Professor of Minghsin University of Science and Technology, Yuanpei University of Science and Technology, and Chunghua University Former Associate Professor of Wenzhou University 🪧interest: #AI #dataanalysis, Applied Economics, Number modelling and Number analysis. Promote: #MathAI for numerical modelling (lines combined method) software (free)

mastodon.social
【AI 泡沫被戳破?名氣不等於實力】 最近兩週,AI 行業的底細被徹底刨開。 一邊是大型公司因成本壓力限制 Token 使用,另一邊是智譜 GLM 5.2 再次引發美國 AI 界的「DeepSeek 恐慌」。 這讓人不得不質疑: 過去那些天文數字的算力消耗,根本是急功近利的代價。為了趕進度,大廠不按部就班優化算法,反而狂抄捷徑堆算力。 連業內大老都承認「底層變化不大」,直接暗示了是誰在兜售 AI 故事。可悲的是,底層邏輯都穿幫了,散戶還在盲目跟風,寧信利益集團的謊言,也不信吹哨人的真話。 請記住,現在最知名的 AI,絕對不等於最好的 AI,那只是故事說得最響的一家,以及站在前排的名字罷了。 像我試圖讓生成式AI成為特定內容學習的引導導師。結果讓人十分無奈,算是個對生成式AI的實驗失敗成果。 就像新聞下的標題: 低價模型正改寫產業規則 要我對其研究的結果來看這產業,本來就會是這樣的導向才對。
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aphoebusli
AI數字分析領航者 :mastodon: AI底層數據建模 @aphoebusli@mastodon.social · Jun 27, 2026
AI數字分析領航者 :mastodon: AI底層數據建模
@aphoebusli@mastodon.social

Ph.D. of #Economics ⭐R&D of Durban-Watson test statistic ⭐ #Analyst of data modelling and analysis 📥Chairman of IDA laboratory. Former Assistant Professor of Minghsin University of Science and Technology, Yuanpei University of Science and Technology, and Chunghua University Former Associate Professor of Wenzhou University 🪧interest: #AI #dataanalysis, Applied Economics, Number modelling and Number analysis. Promote: #MathAI for numerical modelling (lines combined method) software (free)

mastodon.social
我試著用PCE物價指數年增率短期趨勢的結果,寫了更醜的動態視覺化的圖。 這並沒有比我用Excel的圖(第二張圖)好看啊......😞 那種數據的短期趨勢的表現,動態視覺化是很難良好呈現的。 真搞不懂,為什麼說要動態視覺化才叫做有數據分析技術。明明數據分析的關鍵是如何讓數據結果呈現出來,分析結果表達清楚。 這世道,有點讓人感覺本末倒置。 #MathAI #PCE #物價指數 #visualization #inflation #usinflation
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aphoebusli
AI數字分析領航者 :mastodon: AI底層數據建模 @aphoebusli@mastodon.social · Jun 20, 2026
AI數字分析領航者 :mastodon: AI底層數據建模
@aphoebusli@mastodon.social

Ph.D. of #Economics ⭐R&D of Durban-Watson test statistic ⭐ #Analyst of data modelling and analysis 📥Chairman of IDA laboratory. Former Assistant Professor of Minghsin University of Science and Technology, Yuanpei University of Science and Technology, and Chunghua University Former Associate Professor of Wenzhou University 🪧interest: #AI #dataanalysis, Applied Economics, Number modelling and Number analysis. Promote: #MathAI for numerical modelling (lines combined method) software (free)

mastodon.social

最近將長期追蹤的經濟指標網頁改版。

為了因應一般的視覺化
(是的,並不是最符合數字的表現方式)

我採用了streamlit免費版
(沒人瀏覽就會睡眠,像broken)

看起來還不錯

圖中只有最新趨勢的轉折

其他的轉折日期是看不到的

需要移動滑鼠

然後目測感覺

我仍保留原本的每張結果

如果給一般人看

可能就是給streamlit的畫面連結

真正想學的

就是傳demo範例

最後補充

今年的學習成本又全面漲價了

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aphoebusli
AI數字分析領航者 :mastodon: AI底層數據建模 @aphoebusli@mastodon.social · Jun 20, 2026
AI數字分析領航者 :mastodon: AI底層數據建模
@aphoebusli@mastodon.social

Ph.D. of #Economics ⭐R&D of Durban-Watson test statistic ⭐ #Analyst of data modelling and analysis 📥Chairman of IDA laboratory. Former Assistant Professor of Minghsin University of Science and Technology, Yuanpei University of Science and Technology, and Chunghua University Former Associate Professor of Wenzhou University 🪧interest: #AI #dataanalysis, Applied Economics, Number modelling and Number analysis. Promote: #MathAI for numerical modelling (lines combined method) software (free)

mastodon.social

有人問我

數據分析真的不紅海嗎?

我想說的是

你要看你做的是哪段的數據分析

套儀表板?

有模板!

寫視覺化程式?

找生成式AI!

但論及最核心底層的數據規律的建模

這可不是紅海

而是超級藍海

這種數據建模

不是用統計模型

不是用算距離的數學模型

不是近似

不是相似

不是相關

而是真的讓數據規律

自己告訴你

它的數學模型是什麼‼️

有些人主打:

我數學不好

或者打擊人:

你只會看結果

你連模型是緊抓端點都不知道

你不適合數據分析

這類的話

打擊到非常多人

有的還會說:

你根本不會!
去學別的!

解析他們的目的

你會發現:
他們想要維護自己專業的護城河

那是他們吃飯的工具
怎麼會希望你也進來

他們希望門愈窄愈好
最好
他們用的模型是
主流中的主流
是別人進不去的門檻

但隨著AI盛行
(不只是生成式AI)

數據規律的建模也有免費的非商用軟體
搭配Agent
將電腦內
數據分析人員的操作步驟記錄下來
跟著運行

一切就豁然開朗

分析不是那麼困難

我們需要的是多看圖
去了解數據新增後的變化
即時追蹤
長期追蹤
就是做這些

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aphoebusli
AI數字分析領航者 :mastodon: AI底層數據建模 @aphoebusli@mastodon.social · Jun 16, 2026
AI數字分析領航者 :mastodon: AI底層數據建模
@aphoebusli@mastodon.social

Ph.D. of #Economics ⭐R&D of Durban-Watson test statistic ⭐ #Analyst of data modelling and analysis 📥Chairman of IDA laboratory. Former Assistant Professor of Minghsin University of Science and Technology, Yuanpei University of Science and Technology, and Chunghua University Former Associate Professor of Wenzhou University 🪧interest: #AI #dataanalysis, Applied Economics, Number modelling and Number analysis. Promote: #MathAI for numerical modelling (lines combined method) software (free)

mastodon.social
Replying to @aphoebusli@mastodon.social
動態圖都加上去了 首頁的是CPI物價指數年增率 附錄中的PCE物價指數年增率內,也有動態圖。 #MathAI #數據科學 #總體經濟 #通貨膨脹 #觀測 #監測 #statistics #Streamlit #DataScience #AcademicChangelog #OpenSource
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aphoebusli
AI數字分析領航者 :mastodon: AI底層數據建模 @aphoebusli@mastodon.social · Jun 16, 2026
AI數字分析領航者 :mastodon: AI底層數據建模
@aphoebusli@mastodon.social

Ph.D. of #Economics ⭐R&D of Durban-Watson test statistic ⭐ #Analyst of data modelling and analysis 📥Chairman of IDA laboratory. Former Assistant Professor of Minghsin University of Science and Technology, Yuanpei University of Science and Technology, and Chunghua University Former Associate Professor of Wenzhou University 🪧interest: #AI #dataanalysis, Applied Economics, Number modelling and Number analysis. Promote: #MathAI for numerical modelling (lines combined method) software (free)

mastodon.social

從 SCIE 理論到 EconTech 產品落地!🚀

本系統將我們 2026 年發表於 Mathematics (SCIE, IF=2.2) 的「內生分段」論文方法論,創新演進為時間自變數的動態時間序列預測系統。

所有核心總經計量分析與趨勢轉折點捕捉,皆由自研之 MathAI 運算引擎獨立完成。隨著宏觀數據持續追加,系統具備長期自適應趨勢追蹤之獨特特性。

歡迎點擊下方連結,親自操作體驗這套線上動態互動看板:
🌐 https://sites.google.com/view/usinflation/

#EconTech #計量經濟學 #時間序列分析 #MathAI #財經 #economy

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aphoebusli
AI數字分析領航者 :mastodon: AI底層數據建模 @aphoebusli@mastodon.social · Jun 16, 2026
AI數字分析領航者 :mastodon: AI底層數據建模
@aphoebusli@mastodon.social

Ph.D. of #Economics ⭐R&D of Durban-Watson test statistic ⭐ #Analyst of data modelling and analysis 📥Chairman of IDA laboratory. Former Assistant Professor of Minghsin University of Science and Technology, Yuanpei University of Science and Technology, and Chunghua University Former Associate Professor of Wenzhou University 🪧interest: #AI #dataanalysis, Applied Economics, Number modelling and Number analysis. Promote: #MathAI for numerical modelling (lines combined method) software (free)

mastodon.social

From SCIE Theory to EconTech Product! 🚀

Evolved our 2026 Mathematics SCIE paper (IF=2.2) on Endogenous Segmentation into a dynamic macro forecasting system powered by my proprietary engine MathAI.

Features long-term adaptive trend tracking as data updates.

Explore the live interactive dashboard & repo:
🌐 https://sites.google.com/view/usinflation/

#QuantFinance #EconTech #DataScience #MathAI #Streamlit #MathAI

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aphoebusli
AI數字分析領航者 :mastodon: AI底層數據建模 @aphoebusli@mastodon.social · Jun 11, 2026
AI數字分析領航者 :mastodon: AI底層數據建模
@aphoebusli@mastodon.social

Ph.D. of #Economics ⭐R&D of Durban-Watson test statistic ⭐ #Analyst of data modelling and analysis 📥Chairman of IDA laboratory. Former Assistant Professor of Minghsin University of Science and Technology, Yuanpei University of Science and Technology, and Chunghua University Former Associate Professor of Wenzhou University 🪧interest: #AI #dataanalysis, Applied Economics, Number modelling and Number analysis. Promote: #MathAI for numerical modelling (lines combined method) software (free)

mastodon.social

美國公布2026年5月的CPI數據。對於CPI年增率數據達4.2%,以「符合預期」帶過。

怎麼?
是沒有看到短期趨勢正在攀升嗎?
那就來看看我將數據、圖、網站提供給生成式AI,讓AI幫我寫出不遮掩的部落格文章吧。

https://aitrendsplot.blogspot.com/2026/06/2026.html

#經濟 #財經 #美國 #CPI #通貨膨脹 #usinflation #useconomy #inflation #USA #US

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aphoebusli
AI數字分析領航者 :mastodon: AI底層數據建模 @aphoebusli@mastodon.social · Jun 09, 2026
AI數字分析領航者 :mastodon: AI底層數據建模
@aphoebusli@mastodon.social

Ph.D. of #Economics ⭐R&D of Durban-Watson test statistic ⭐ #Analyst of data modelling and analysis 📥Chairman of IDA laboratory. Former Assistant Professor of Minghsin University of Science and Technology, Yuanpei University of Science and Technology, and Chunghua University Former Associate Professor of Wenzhou University 🪧interest: #AI #dataanalysis, Applied Economics, Number modelling and Number analysis. Promote: #MathAI for numerical modelling (lines combined method) software (free)

mastodon.social

有點心灰意冷的是
現在不追求真
而是追求快
還有追求更多更多的錢

自己花錢做研究的
現在都是傻子😑

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aphoebusli
AI數字分析領航者 :mastodon: AI底層數據建模 @aphoebusli@mastodon.social · Jun 09, 2026
AI數字分析領航者 :mastodon: AI底層數據建模
@aphoebusli@mastodon.social

Ph.D. of #Economics ⭐R&D of Durban-Watson test statistic ⭐ #Analyst of data modelling and analysis 📥Chairman of IDA laboratory. Former Assistant Professor of Minghsin University of Science and Technology, Yuanpei University of Science and Technology, and Chunghua University Former Associate Professor of Wenzhou University 🪧interest: #AI #dataanalysis, Applied Economics, Number modelling and Number analysis. Promote: #MathAI for numerical modelling (lines combined method) software (free)

mastodon.social
Replying to @aphoebusli@mastodon.social
這個 之後大概沒學校可以教了 很多人都以為 生成式AI 或者AI Agent 搭上python就能用 我只能說 方法類似,看起來可以做到 但分析方法的本質不同 就決定了方法的限制與適用範圍 就像我看到一個使用概似函數,分布是波松,然後就到數據得轉換成比率的模型設定。 要我說 數據真來自波松嗎? 然後我問AI,AI回我 不影響結果 :aaaa:
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aphoebusli
AI數字分析領航者 :mastodon: AI底層數據建模 @aphoebusli@mastodon.social · Jun 09, 2026
AI數字分析領航者 :mastodon: AI底層數據建模
@aphoebusli@mastodon.social

Ph.D. of #Economics ⭐R&D of Durban-Watson test statistic ⭐ #Analyst of data modelling and analysis 📥Chairman of IDA laboratory. Former Assistant Professor of Minghsin University of Science and Technology, Yuanpei University of Science and Technology, and Chunghua University Former Associate Professor of Wenzhou University 🪧interest: #AI #dataanalysis, Applied Economics, Number modelling and Number analysis. Promote: #MathAI for numerical modelling (lines combined method) software (free)

mastodon.social

2026年春季班即將要結束。我將過去三年來推廣MathAI的成果,製作成部落格的網頁:

https://aitrendsplot.blogspot.com/p/mathai.html

學生作品未必最好,但在那麼短的時間內,能夠完成這樣的作品。我認為他們非常地棒。

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aphoebusli
AI數字分析領航者 :mastodon: AI底層數據建模 @aphoebusli@mastodon.social · Jun 04, 2026
AI數字分析領航者 :mastodon: AI底層數據建模
@aphoebusli@mastodon.social

Ph.D. of #Economics ⭐R&D of Durban-Watson test statistic ⭐ #Analyst of data modelling and analysis 📥Chairman of IDA laboratory. Former Assistant Professor of Minghsin University of Science and Technology, Yuanpei University of Science and Technology, and Chunghua University Former Associate Professor of Wenzhou University 🪧interest: #AI #dataanalysis, Applied Economics, Number modelling and Number analysis. Promote: #MathAI for numerical modelling (lines combined method) software (free)

mastodon.social
Replying to @aphoebusli@mastodon.social
It’s just fancy marketing designed to make you feel fine while your wallet gets lighter. If you blindly swallow whatever numbers they feed you, your daily life will only get harder. When official checks and balances fade, we can't just hand over the keys. We need independent thinking and shared governance. Don't outsource your common sense to the state. Think for yourself. (2/2)
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aphoebusli
AI數字分析領航者 :mastodon: AI底層數據建模 @aphoebusli@mastodon.social · Jun 04, 2026
AI數字分析領航者 :mastodon: AI底層數據建模
@aphoebusli@mastodon.social

Ph.D. of #Economics ⭐R&D of Durban-Watson test statistic ⭐ #Analyst of data modelling and analysis 📥Chairman of IDA laboratory. Former Assistant Professor of Minghsin University of Science and Technology, Yuanpei University of Science and Technology, and Chunghua University Former Associate Professor of Wenzhou University 🪧interest: #AI #dataanalysis, Applied Economics, Number modelling and Number analysis. Promote: #MathAI for numerical modelling (lines combined method) software (free)

mastodon.social

If you, a citizen, don't know how an economic indicator is created, what the assumptions and preconditions are, and you just believe the numbers, you are giving away your power.

Stop having blind faith in titles and degrees. Don’t trust the "experts" or their status—trust human nature instead. Politicians and bureaucrats always have an agenda.

When they tweak a formula or shift the goalposts on a metric, they do it to save their own skin, get re-elected, or cover up a failure.

(1/2)

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aphoebusli
AI數字分析領航者 :mastodon: AI底層數據建模 @aphoebusli@mastodon.social · Jun 03, 2026
AI數字分析領航者 :mastodon: AI底層數據建模
@aphoebusli@mastodon.social

Ph.D. of #Economics ⭐R&D of Durban-Watson test statistic ⭐ #Analyst of data modelling and analysis 📥Chairman of IDA laboratory. Former Assistant Professor of Minghsin University of Science and Technology, Yuanpei University of Science and Technology, and Chunghua University Former Associate Professor of Wenzhou University 🪧interest: #AI #dataanalysis, Applied Economics, Number modelling and Number analysis. Promote: #MathAI for numerical modelling (lines combined method) software (free)

mastodon.social

接下來,我們一樣要對數字分析,但不能相信他可以代表這個經濟狀態!

我們需要為數據本身先打折,而不是100%去相信它。

這打折,就是風險的一部分,而且可能是每次經濟風暴的核心源頭。

錯誤的數字為經濟帶來了錯誤的方向與資源浪費。最終,不該是大者恆大!更可能的情況是:破壞後的失序!

我願稱這時代是走向失序,而不是維持在秩序規範內的經濟年代。

波動大只是反應,並沒有削弱風險,而是在積累。

沒有一個可以持續積累風險而無上限。
看起來無上限,那是他移轉了!
移轉到外面也滿了!
這就是一起死。

對外面的來說
叫做累害。

不是自己造成
卻得一同背負

原本可以避免
卻因為忽視和妥協

養大了那些風險
說沒有罪
那是騙人的

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aphoebusli
AI數字分析領航者 :mastodon: AI底層數據建模 @aphoebusli@mastodon.social · Jun 03, 2026
AI數字分析領航者 :mastodon: AI底層數據建模
@aphoebusli@mastodon.social

Ph.D. of #Economics ⭐R&D of Durban-Watson test statistic ⭐ #Analyst of data modelling and analysis 📥Chairman of IDA laboratory. Former Assistant Professor of Minghsin University of Science and Technology, Yuanpei University of Science and Technology, and Chunghua University Former Associate Professor of Wenzhou University 🪧interest: #AI #dataanalysis, Applied Economics, Number modelling and Number analysis. Promote: #MathAI for numerical modelling (lines combined method) software (free)

mastodon.social
Replying to @aphoebusli@mastodon.social
回力鏢會回過去的 就是現在最推動AI的這幫人! 所以 在他們想要維持主導地位的慾望下 硬體商最終會與openAI, Anthropic等 形成既合作,又競爭的結果 微軟為了勝出 和輝達宣布RTX spark系列的AI PC 台積電 聯發科 整體的供應鏈 全部受惠 但 現在網頁式的生成式AI訂閱 最終需要跟這樣的個人電腦去競爭 如果 這個晶片能夠更快速價格下降 甚至適用手機 這故事就要改寫了
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aphoebusli
AI數字分析領航者 :mastodon: AI底層數據建模 @aphoebusli@mastodon.social · Jun 03, 2026
AI數字分析領航者 :mastodon: AI底層數據建模
@aphoebusli@mastodon.social

Ph.D. of #Economics ⭐R&D of Durban-Watson test statistic ⭐ #Analyst of data modelling and analysis 📥Chairman of IDA laboratory. Former Assistant Professor of Minghsin University of Science and Technology, Yuanpei University of Science and Technology, and Chunghua University Former Associate Professor of Wenzhou University 🪧interest: #AI #dataanalysis, Applied Economics, Number modelling and Number analysis. Promote: #MathAI for numerical modelling (lines combined method) software (free)

mastodon.social

想想……
如果
生成式AI都架設在自己的的電腦
能夠一般化使用

會使用到網頁式的生成式AI的機會大大下降

這才是正常的開啟畫面

至於要聯網的搜尋
這如同讓生成式AI當使用者
將關鍵詞搜尋後
進行網頁閱讀

這tokens是用我電腦的
不是那些API的生成式AI

個體化AI才是真的

---

接下來就是"縮小"

其他聯網需要的

我還是維持過往的想法:
AI只有一家
控制著所有個人外在設備(共用設備,公用設備等)
以及社會福利的管理

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aphoebusli
AI數字分析領航者 :mastodon: AI底層數據建模 @aphoebusli@mastodon.social · Jun 03, 2026
AI數字分析領航者 :mastodon: AI底層數據建模
@aphoebusli@mastodon.social

Ph.D. of #Economics ⭐R&D of Durban-Watson test statistic ⭐ #Analyst of data modelling and analysis 📥Chairman of IDA laboratory. Former Assistant Professor of Minghsin University of Science and Technology, Yuanpei University of Science and Technology, and Chunghua University Former Associate Professor of Wenzhou University 🪧interest: #AI #dataanalysis, Applied Economics, Number modelling and Number analysis. Promote: #MathAI for numerical modelling (lines combined method) software (free)

mastodon.social

最近Twitter(X)的app真不錯
直接預設翻譯結果

打開看就是自己常用的語言

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Open post
aphoebusli
AI數字分析領航者 :mastodon: AI底層數據建模 @aphoebusli@mastodon.social · Jun 03, 2026
AI數字分析領航者 :mastodon: AI底層數據建模
@aphoebusli@mastodon.social

Ph.D. of #Economics ⭐R&D of Durban-Watson test statistic ⭐ #Analyst of data modelling and analysis 📥Chairman of IDA laboratory. Former Assistant Professor of Minghsin University of Science and Technology, Yuanpei University of Science and Technology, and Chunghua University Former Associate Professor of Wenzhou University 🪧interest: #AI #dataanalysis, Applied Economics, Number modelling and Number analysis. Promote: #MathAI for numerical modelling (lines combined method) software (free)

mastodon.social

如果
我分析用的數據時常被調整
還會溯及既往
被訓練的生成式AI模型
在你使用時
難道會幫你調整這樣的偏差

數學和科學實驗
現在也信奉……
LOTTERY?

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