讀講稿心得與發問


這種幫忙濃縮重點的AI軟體

對於學習數學和科學用處不大

因數理科難在於理解

需要一行一行慢慢導式子下來

濃縮成幾個重點反而治絲益棼

 

大學的統計用書寫得比較詳細

式子會一行一行導下來。

研究所用書第一行跟第二行之間

需要自己導出好幾條式子才能理解。

期刊上的paper更是如天書一樣,第一行跟第二行之間可以導出幾張活頁紙的式子,可是就一句話直接跳過去。

這才是學生需要幫忙的地方

不曉得AI可不可以幫上忙?

Mike桑說的是。數理科難在於理解。

上週1/17~1/19學測,當天公布題目時,不參考任何解答,大考中心還未公布解答前,用AI考115學測,連續三天,得到的結果是國英兩科還不錯,數學A兩家落差蠻大的,社會科兩家都不行,自然科兩家更是慘不忍睹。

三天後多家媒體報導:「AI考115學測」有一家AI是學渣,有一家是學霸。

就我自己實測,社會科雖然是文科,但裡面的圖表和邏輯思路,也需要思考理解。自然科有近60張圖表,需要思考理解,兩家完全不行。

隨著答案公布,補習班解題,以及網路訊息的普及,AI收集大量資訊後,可能解題精準度能大幅提升。

承Mike桑文,找到較清晰圖表
來源為阿波羅資產管理

 

從分佈看,FWD P/E 20倍以上,
未來10年報酬多為0%或以下,

決定係數R²=0.7293 (73%相關)

相當高,

故淑買貴賣是長期投資可靠的方法。

「淑買貴賣是長期投資可靠的方法」

上課時大家點頭稱是

回到股票市場AI股飇起來就去追了

還質問我為何不買?

 

我倒是納悶為何一個人的腦袋可以同時裝下兩個完全對立的觀念而不打結

自認為巴菲特信徒,宣稱要淑買貴賣,買不會變的公司

同時又去追非常貴會變的。

課堂上點頭稱是,

是理性系統在運作,

淑買貴賣是真理。

 

10年的距離,

非人人能跨越,

當看到AI 股翻倍漲不停時,

大腦的多巴胺分泌會接管一切。

大概是短線、長線都想(可以)賺到錢的心理吧

節錄自波克夏1998年股東會

比爾艾克曼可口可樂的本益比為40倍。股票回購對可口可樂來說,是個明智的資本配置嗎?

巴菲特我認為──我只能說,我贊成可口可樂回購股票。我更希望他們以15倍本益比回購股票,但考慮到其他資金使用方式,我仍然認為這是非常合理的資金運用。

巴菲特我認為,如果可口可樂公司堅持持續的股票回購策略,20年後我們會過得更好。

巴菲特當我們持有優秀公司的股票時,我們喜歡回購的想法,即使價格可能高得令人咋舌。事實證明,這通常是一個非常好的策略。

蒙格:任何公司的股價都可能漲到一個價格,以至於公司回購股票是愚蠢的。

蒙格:在股市崩盤前,Insull Utilities公司瘋狂買進自家股票,以此推高股價。到最後,這簡直就是一場巨大的龐氏騙局。所以可能會出現各種各樣的過度情況,但那些以高市盈率回購的真正偉大的公司,可能是明智的。



Wide Margin of Safety

"期刊上的paper更是如天書一樣,第一行跟第二行之間可以導出幾張活頁紙的式子,可是就一句話直接跳過去。"

我非常認同 Mike 的看法,甚至覺得 AI 更加強化了這種氛圍。比如,與年輕同事談到投資與統計時,他竟隨口說「統計=算命」,一句話就帶過,令我啞口無言。。

成見一旦形成,解鈴還須繫鈴人。



漲跌不可知 GDP理論(消長)+淑買貴賣(價值),天下無敵 萬物皆有價,價格(=短線),價值(=長線),買不會變的 分散躺平最實在~

算命沒用到統計

技術分析也沒有

說二者是統計的人

應該沒學過統計

今日瑞儀(6176)減資金額為11億6256萬8160元,將消除股份1億1625萬6816股。減資比率約25%。
減資完成後,股本將由46億5027萬2630元,降至約34億8770萬4470元。 
為何反而股價反應利空跌停?  
網頁營再表該如何修正減資後的貴淑價?
 
ChatGPT:
減資1/4反而股價反應利空跌停?  

瑞儀這次 25% 現金減資
將使 每股淨值由 72.2 → 約 96.27 元,股東權益(淨值):下降 25%

  瑞儀這次 25% 現金減資,將使 ROE「機械式提高約 33%」 


StayReal

複習講稿

瑞儀大跌主因是業績不好,無關減資

減資前後股東財富不變

 

2025 年稅後淨利 43.43 億元,年減約4成

講稿15/21

股價由便宜到貴或貴到便宜的時間很漫長

往往長達5年甚至10幾年

中碳在2009年之後才漲上來,

之前好幾年在便宜價以下,

同學一直在問中碳怎麼都不會變貴?

2014年漲到200元又改問我怎麼都不便宜?

 

The transition of a stock price from cheap to expensive — or from expensive back to cheap — is often a very long process, frequently lasting 5 years or even more than a decade.

China Steel Chemical only began its major rally after 2009. Before that, the stock had traded below what many considered a cheap valuation for several years. Back then, my students kept asking me, “Why does the stock never become expensive?” Then in 2014, when it surged to NT$200, they started asking, “Why does it never become cheap again?”

 

可是大部分人只做波段,

不像巴菲特抱10年以上。

相較於貴淑價,

企業獲利的成長與大盤走勢

對波段漲跌的影響更為直接。

接到大訂單股價先漲一波;

財報不如預期則大跌一段。

 

However, most investors trade over shorter market cycles rather than holding stocks for more than ten years like Mr. Buffett.

For medium-term price movements, corporate earnings growth and the overall market trend have a more direct impact than whether a stock appears cheap or expensive. A company that lands a major order may see its share price surge in the short term, while disappointing earnings can trigger a sharp decline.

 

大盤的影響則是全面性的,

正所謂「覆巢之下無完卵」。

當大盤疲弱時,個股即便已經很便宜仍可能持續下跌;

反之,在大多頭市場貴了還會漲到更貴。

 

The broader market has a pervasive influence on individual stocks. As the saying goes, “when the nest is overturned, no egg remains intact.” When the market is weak, even stocks that appear deeply undervalued may continue to fall. Conversely, in a strong bull market, expensive stocks can become even more expensive.

 

雖然市場本益比、席勒本益比、

甚至是巴菲特指標 (股市總市值/GDP)

可以測量出市場貴淑,卻無法預測何時反轉。

唯有洞察反轉時機才能研判趨勢。

 

Although measures such as the market PE ratios, the Shiller CAPE, and even the Buffett Indicator (total stock market capitalization to GDP) can help gauge whether the market is expensive or cheap, they cannot predict when a reversal will occur. Accurately identifying the timing of a reversal is what ultimately allows investors to determine the market’s trend.

 

GDP年增率可以抓到大盤轉折

底下這張圖從1990年以來到現在,是相當完整的一張圖。

這個現象過去都成立就別懷疑這次會不準。

 

GDP year-over-year growth can reliably capture major market turning points.

The chart below, covering the period from 1990 to the present, provides a very complete long-term picture.

Since this pattern has held consistently in the past, there’s no reason to doubt its validity this time.

講稿15/21

GDP理論會遲到,但不會不來,

每次高點都有人吵GDP理論不準,

甚至反手去追股票,

由賣轉買真是奇怪的邏輯,

即便來晚了股市仍然在高點,

不會因此而變成低點。

面對GDP最好的心態是跟農夫種果樹一樣,

在颱來季節來臨之前修剪果樹,

颱風來了做好萬全準備,沒來更好。

 

The GDP theory may be late, but it does not fail to arrive. At every market peak, some people argue that the GDP theory is inaccurate and then turn around and buy more stocks. That is a curious line of reasoning. Even if the signal arrives late, the market is still near its highs—it does not suddenly become a market bottom just because the warning came later than expected.

The best mindset when using GDP is the same as that of a farmer tending fruit trees: prune the trees before typhoon season arrives. If a typhoon comes, you are fully prepared. If it does not, even better.

 

 

大盤怎麼看,看多或看空?

很多人把它當成全然對立的問題

別人看錯了就嘲笑

其實不是0跟1而是持股多寡

GDP高點我按表抄課減碼到76%

就算看錯仍有高持股跟著上去

一樣是贏家

所以問我大盤怎麼看?

我看好手上沒賣的要漲

還沒買的最好跌

 

As for the market outlook—bullish or bearish?

Many people treat it as a completely binary question. They mock others whenever their forecasts turn out to be wrong.

In reality, investing is not a matter of 0 or 1. It is about how much of your portfolio is invested.

When GDP reached a high point, I simply followed my rules and reduced my equity exposure to 76%. Even if my outlook proves wrong, I still maintain a substantial stock position and can participate in further gains. I can still come out ahead.

So when people ask me whether I am bullish or bearish on the market, my answer is:

I hope the stocks I still own keep rising, and the stocks I have not yet bought decline.

講稿15/21

看什麼指標決定你可以看多遠
看股價只影響短期情緒,漲跌卻是不可知
業績展望看得到未來3-6個月
看GDP年增率可掌握未來1年循環
貴淑價反映未來5-10年長期報酬

What indicators you focus on determine how far ahead you can see.
Stock prices mainly reflect short-term sentiment, while price movements themselves are unpredictable.
Corporate earnings outlooks typically provide visibility about 3–6 months ahead.
GDP growth rates help frame economic cycles over roughly the next year.
Valuations reflect expected long-term returns over a 5–10 year horizon.

Ai股現在狀況是
短線股價依然強勢
業績展望未來半年訂單滿載
GDP高點
股價太貴
請問買或不買?

The current situation for AI stocks is:  

Short-term stock price remains strong  

Business outlook: order books are full for the next six months  

GDP at a high point  
Stock price is too expensive  
Should I buy or not buy?

等便宜再買的巴菲特現在被看股價漲跌的少年股神嘲笑錯失這波行情
少年股神來來去去
巴菲特卻一直是世界十大首富

Buffett, who waits to buy until it’s cheap, is now mocked by young “stock prodigy” types who watch price swings for missing this rally.  
Young stock prodigies come and go,  
But Buffett has always been one of the world’s top 10 richest people.

跟著巴菲特班的同學都賺了大錢
看理財雜誌少年股神的人有誰賺得錢

The students who followed the Buffett Class all made big money.  
Who among those who read finance magazines about young stock prodigies actually made money?

終於把影響股價長短期因素釐清楚了 

一些爭議起因於看長或看短的不同

上面三則貼文很重要多看幾遍

面對現場記者詢問 AI伺服器的最新市況與出貨能見度,林百里罕見展現極大信心,直言:「今年訂單已經全滿了」,「明年...」林頓了一下,「也是全滿!」

 

現在是6月,有把握的訂單到今年底,

明年則樂觀以待

可見訂單能見度頂多三到六個月

到最後一刻我還想救去追Ai股的人

看懂上面三則貼文

上周跑還來得及

不要只會看股價,漲了就想追

學著看GDP、貴淑價

不要在GDP高點還想買股票

不要買太貴的股票

少看媒體雜誌網紅

按盈再表

講稿15/21

大多數投資人只會看股價與業績展望,
有些人仗著是業者熟悉產業,便以為已經掌握投資核心。
他們不知道:
Ai股價強,可是GDP年增率來到高點,預示股市面臨反轉。
Ai業績好,然而公司能掌握的訂單頂多3到6個月,而且股價太貴代表已反映未來業績,即使持續成長,上漲空間也有限。

Most investors only look at stock prices and earnings outlooks, and some, relying on their familiarity with the industry as insiders, assume they have already grasped the core of investing.
What they don't realize is this:
Sure, Al stock prices are surging, but when GDP growth hits a peak, it warns us that the market is ripe for a reversal.
And yes, Al earnings look great, but these companies only have order visibility for three to six months at most.
Moreover, the stock price is already very expensive, meaning future earnings have largely been priced in. Even if growth continues, there is limited upside left for the stock price.​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​

被市場電過之後

記得回來看這篇貼文

不然終其一生都不曉得錯在哪裡

提醒大家一下

要感謝我請到討論區來公告周知

私下寫email給我沒有任何意義


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