2026年5月20日 星期三

新加坡外長的 AI 第二大腦:外交官的地面層實踐


新加坡外長的 AI 第二大腦:外交官的地面層實踐

2026 年 5 月,在新加坡 Capitol Theatre 舉辦的 AI Engineer Singapore 大會上,站著一位與現場工程師群體畫風迥異的講者——新加坡外交部長維文(Vivian Balakrishnan)。他打趣地自稱是個「冒牌貨」,一位退休的眼科醫師。然而,他接下來展示的,是一套他親手組裝、跑在 Raspberry Pi 上的 AI 助理系統。這套系統用了三個月,他已經「不敢將它關掉」。

這不僅是一次技術展示,更是一位資深決策者對 AI 時代的深刻反思。

理解無法被外包

維文提出的第一個觀點,是關於責任的邊界。在這個萬物皆可外包的年代,我們傾向於將思考與資訊處理交給機器。但維文指出,即便 AI 能幫他擬稿、整理談判對手的背景資料,最終坐在談判桌前承擔後果的人,依然是他本人。AI 提供了資訊,但「判斷」是無法被外包的。他堅持要「讀得懂程式碼」,不是為了當工程師,而是為了保住那份對決策過程的掌控力與問責底氣。這反映了一個殘酷的歷史教訓:那些無法掌握核心工具的統治者,最終將淪為技術的附庸。

真實價值在「地面層」

維文引用了機器學習教授 Neil Lawrence 的觀點,認為 AI 的價值並非由宏觀的巨型模型定義,而是由「地面層」——那些真實的工作流程、具體的產業與個人——所創造。外交官的工作充滿了過載的認知負荷,而他所做的,不過是將原本混亂的資訊與記憶工作流程,用現成的工具重新連接。這告訴我們,創新的重點不在於追求「更強」的模型,而在於如何重新設計你生活與工作中的「邏輯」。真實的經濟躍升,發生在每個人學會用工具武裝自己的那個瞬間。

入門門檻已經崩塌

第三個關鍵訊息是:門檻已經不存在了。維文坦言他沒有撰寫那些底層模型,他做的是「組裝」。這種將複雜技術「降維」到個人可用層級的能力,才是當代的競爭力。在一個技術爆炸的時代,我們不需要成為所有領域的專家,但我們必須成為「整合者」。正如他所言,學習這件事是靠「做」學會的,坐著讀摘要是無法真正掌握技術的邊界與陷阱。

別把每個問題都拋給 LLM

作為一位外科醫師,維文保持著一種必要的懷疑論。他提醒人們別把每個問題都丟給大模型,因為這是一種「拿著錘子的人,看什麼都像釘子」的懶惰。他相信未來的答案將會是某種結合了專家規則與神經網絡的系統,而非單純堆疊算力。

這位外交部長的實驗證明了一件事:治理一個國家,不能只靠聽取簡報。如果你無法親手組裝、測試並看見技術在邊緣出錯,你就無法真正理解它。在 AI 成為國家級戰略的今天,維文所展現的不是科技官僚的傲慢,而是一種謙卑且踏實的「動手」精神。這或許是面對這場技術革命時,政治人物能給出的最誠實態度。



The Foreign Minister’s AI Second Brain: Lessons from the Ground Floor

 

The Foreign Minister’s AI Second Brain: Lessons from the Ground Floor

In May 2026, at the Capitol Theatre in Singapore, a man stood before a crowd of engineers and developers at the AI Engineer Singapore conference. He introduced himself not as a tech visionary, but as a retired eye surgeon who had spent perhaps too much time in politics. He joked that he felt like an impostor in such a room. Yet, the speaker was Vivian Balakrishnan, Singapore’s Minister for Foreign Affairs, and for the past three months, he had been running a custom AI assistant on a three-year-old Raspberry Pi with only 8GB of RAM. His conclusion after three months of daily use? He no longer dares to turn it off.

Balakrishnan’s journey, which he dubbed his "NanoClaw" experiment, offers a pragmatic lesson in an era of AI hype. He did not build a foundational model, nor did he hire a team of elite researchers. Instead, he treated his AI like a surgical tool: something that must be understood, contained, and above all, controllable.

The Myth of Outsourcing Understanding

The Minister’s first lesson is one of accountability. We live in an age where computation, memory, and even content generation can be outsourced to machines. However, Balakrishnan argues that understanding cannot be outsourced. If you are in a position of power, you can delegate work, but you cannot delegate accountability. Whether in a diplomatic negotiation or a parliamentary debate, the machine may organize the facts, but the human must synthesize them into judgment. By insisting on reading the code—even as a non-coder—he retains the "right to decide."

Value Lives on the Ground Floor

His second insight draws from a concept by machine learning professor Neil Lawrence: true value is not created in the ivory tower of massive data centers or top-down government policy, but on the "ground floor." It is found when an individual—a teacher, a lawyer, or a minister—redesigns their own workflow using accessible tools. Balakrishnan didn't need an exotic, multi-billion-dollar system; he needed a smarter way to manage his own memory and drafts. By decentralizing and personalizing his tools, he proved that the most significant productivity leaps occur when workers tailor technology to their specific daily struggles.

The Barrier to Entry has Collapsed

Finally, Balakrishnan serves as living proof that the barrier to entry for AI innovation has essentially collapsed. He didn't write the SDKs or the complex models; he "assembled" them. He downloaded, connected, and scrutinized. His message to the world is simple: stop sitting on the sidelines reading summaries. Get your hands dirty. In a world where we are increasingly prone to letting algorithms dictate our choices, the act of assembling one’s own tools is a quiet, powerful form of agency.

Ultimately, the Minister’s experiment reminds us that if you want to govern or even understand a technology, you cannot simply be briefed on it. You must live with it. You must let it break, fix it, and see where it fails. For a man tasked with navigating the geopolitical currents of the 21st century, his AI is not a parlor trick—it is a digital extension of his own capacity to serve.


靈感女神的離境:我們活在永久的「文化凍結」中

 

靈感女神的離境:我們活在永久的「文化凍結」中

如果你回看 70、80 或 90 年代,你會發現每個年代都有它獨特的味蕾。聽聽當年的編曲、看看當年的裝潢,你只需一眼就能斷定這屬於哪個十年。然而,如果你把 2006 年的節目拿來與 2026 年對比,你會驚訝地發現:幾乎沒有差別。我們似乎陷入了一種「文化凍結」(Cultural Time Freeze)。

這並非錯覺。過去的潮流需要「醞釀期」,一小撮人在街頭碰撞出的火花,經過數年的發酵才演變成主流。但網際網路的普及殺死了這種慢火細燉的過程。當全世界在同一秒鐘看到同樣的影像,創意在尚未萌芽前就已被演算法磨平。我們不再創造,我們只是在不斷地複製、傳播與消費。

看看現在的影視圈,靈感彷彿已經枯竭,只剩下一場場漫長的「翻拍馬拉松」。我們不斷重啟舊 IP,將舊時代的輝煌重新包裝。連新一代的偶像,唱的仍是幾十年前的餘韻。我們在網路上瘋狂追捧黑膠與卡帶,沉迷於播放舊時代的影集,原因很簡單:那是因為當時的產物有「靈魂」。那時的靈感女神還在場,即使是最無厘頭的搞笑片,都有一種獨特的生命力。

千禧年後,我們像是進入了一張「精選集」。我們不斷咀嚼著陳奕迅、周杰倫的黃金年代,因為後續再也沒有能超越這些經典的新物種出現。我們在原地踏步,用復古來填補靈魂的空洞。

有人說,或許 1999 年隕石真的撞擊了地球,而現在的一切,不過是我們臨終前的走馬燈。這說法雖然荒誕,卻也解釋了為何我們總有一種「未來已死」的虛無感。靈感女神已經上機飛走了,留下的我們,只能在重複的節奏中起舞。這場派對早已超時,但我們仍裝作不知情,繼續在 2026 年的深夜裡,假裝自己還活在那個靈感尚未凋零的 1999 年。



The Great Stagnation: Why the Future Stopped Arriving

 

The Great Stagnation: Why the Future Stopped Arriving

If you look at the cultural artifacts of the 20th century—the velvet suits of the 70s, the neon excess of the 80s, or the distinct, angst-ridden pop of the 90s—you aren't just seeing clothes or music. You are witnessing time capsules. Each decade possessed a distinct soul, a unique aesthetic DNA that allowed you to pinpoint a photo’s origin with ease. Then, something happened. Sometime around the turn of the millennium, the clock stopped.

If you compare the fashion, architecture, and pop culture of 2006 to today, you will struggle to find a seismic shift. We are living in a permanent "cultural time freeze." We have traded evolution for a loop. The internet, our supposed gateway to infinite creativity, has ironically become a coffin for it. In the analog days, trends required incubation—a subculture in London or Tokyo would brew for years before hitting the mainstream. Now, through the algorithmic homogeneity of the web, every trend is global, instant, and utterly disposable. We consume the future before it even has the chance to be born.

The proof is in the apathy of our entertainment. Hollywood, once a factory of dreams, has become a recycling plant. We are trapped in an endless cycle of remakes, reboots, and sequels. King Kong, Top Gun, Planet of the Apes—we are mining the past because we lack the courage or the madness to invent the new. Even our "new" culture is just "retro." We are listening to vinyl, buying cassettes, and obsessing over 90s fashion because, deep down, we know the creative spirit left the building around 1999.

Perhaps the inspiration goddess simply caught a flight and never returned. We are currently living in a "Greatest Hits" era, forever curating the accomplishments of the people who came before us. We aren't building a new house; we are just rearranging the furniture of the 20th century, hoping that if we move it enough, it will feel like progress.

Maybe the nihilists are right. Maybe we did end in 1999, and everything since is just the mind flickering through the final frames of a reel before the lights go out. Regardless, the party is over, even if the music keeps playing. As Prince once sang, we’re all just partying like it’s 1999, hoping to find a soul in a world that has turned into a digital rerun.


毀滅的建築師:約翰·勞與人類的第一場金融海市蜃樓

 

毀滅的建築師:約翰·勞與人類的第一場金融海市蜃樓

歷史總是充滿了試圖欺騙現實的人,但很少有人能像約翰·勞(John Law)那樣,將這場騙局演繹得如此華麗且驚心動魄。生於 1671 年的他,是金融煉金術的鼻祖。當旁人看著撲克牌或帳簿時,看到的只是賭局;而勞看到的,卻是人性的實驗室。他不僅參與了遊戲,甚至從根本上改寫了歐洲金融的底層邏輯,並一手導演了人類史上最壯觀的崩潰之一。

勞天生是個賭徒,職業是數學家。他深知貪婪與慾望絕非單純的性格缺陷,而是可計算、可預測的變數。在因決鬥逃離英國後,他抵達了被戰爭債務壓得喘不過氣的法國。當權貴們為債務恐慌時,勞卻在虛無中看到了機會。他推銷了一個大膽的構想:拋棄貴金屬那種僵化的稀缺性,用「紙幣」取而代之——一種基於信任與想像力的貨幣。

他結合了「密西西比公司」的殖民計畫,編織出關於黃金與貿易的誘人謊言,在法國點燃了一場集體的躁鬱症。他賣的不僅是股票,更是那種渴望繞過勞動、直接躍升至貴族階層的希望。法國民眾為了擺脫貧困,瘋狂地湧向他的銀行。股價不僅是上漲,簡直是違背了物理定律,直到整個國家都沉浸在一場由虛假繁榮構建的發燒夢中。

然而,勞的體系建立在最脆弱的基石之上:只要一個魅力十足的人不斷重複謊言,它就會變成真理。當殖民地的財富神話最終破滅,幻象瞬間粉碎。接下來的崩潰不僅是市場修正,更是一場社會性的洗牌。無數人傾家蕩產,國家經濟被自身的輕信所拖垮。

勞最終在威尼斯窮困潦倒地死去。他曾將一個國家的財富玩弄於股掌之間,最終卻看著它們如沙般流逝。他證明了:你確實能用天才的理論改變世界,但你永遠無法改變跟隨你的人性。他利用了我們對財富與地位的原始渴望,最終,他自己成了那場騙局中最大的犧牲品:一個用慘痛代價提醒後世的警世故事——通往價值的道路,絕沒有捷徑。

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The Architect of Ruin: John Law and the Original Financial Mirage

 

The Architect of Ruin: John Law and the Original Financial Mirage

History is littered with men who thought they could trick reality, but few did it with the flair of John Law. Born in 1671, he was the original financial alchemist. While others looked at a deck of cards or a stock ledger and saw games of chance, Law saw a laboratory. He didn’t just play the game; he fundamentally altered the operating system of European finance, and in doing so, he orchestrated one of the most spectacular collapses in human history.

Law was a gambler by nature and a mathematician by trade. He understood that greed and desire are not merely personality traits; they are measurable, predictable variables. After fleeing England for a duel, he landed in France, a nation drowning in war debt. While the rest of the establishment panicked, Law saw opportunity in the void. He pitched a simple, radical idea: abandon the rigid scarcity of gold and silver. Replace them with paper money—a currency of trust and imagination.

He combined this with the Mississippi Company, a colonial project he painted with such vibrant, impossible promises of gold and trade that he ignited a mass psychosis. He didn't just sell stocks; he sold the hope that one could bypass the labor of life and vault directly into aristocratic wealth. The French public, desperate to escape their own poverty, threw themselves at his feet. The stock price didn't just rise; it defied gravity, inflating until the entire nation was living in a fever dream of manufactured prosperity.

But Law’s system was built on the most fragile of foundations: the belief that a lie, if repeated often enough by a charismatic man, becomes truth. When the reality of his colonial "riches" failed to materialize, the illusion shattered. The ensuing collapse was not just a market correction; it was a societal purge. Thousands were left destitute, and a country was crippled by the weight of its own credulity.

Law died a pauper in Venice, a man who had held the wealth of a nation in his hands and watched it slip away like sand. He proved that you can indeed change the world with a brilliant theory, but you cannot change the nature of the people you are leading. He harnessed our primal cravings for wealth and status, and in the end, he became the very thing he exploited: a cautionary tale that confirms the oldest lesson in history—there is no shortcut to value.


永恆的帳本:為什麼人性從不進行品牌重塑

 

永恆的帳本:為什麼人性從不進行品牌重塑

舞台換了,燈光亮了,戲服華麗了,但戲碼從未改變。如果我們透過憤世嫉俗的視角審視商業史,就會發現那些被譽為「破壞式創新」的東西,只不過是給舊有的惡習戴上了數位面具。商業之所以能取得暴利,從來不是因為解決了人類的問題,而是因為它成功地將人性弱點變成了武器。

請看看這四根長期暴利的支柱:貪婪、孤獨、恐懼與匱乏。

貪婪曾透過骰子桌獲得滿足,如今它在金融市場找到了更乾淨的家。賭場的運作邏輯——閃爍的燈光、不可能贏的誘惑、財富的系統性轉移——完美地複製在現代的短線交易軟體與複雜衍生性商品中。本質是一樣的,不過是靠著更精美的用戶介面來進行一場腎上腺素驅動的掠奪。

孤獨從風月場所走進了「情感經濟」的聚光燈下。我們用訂閱制服務、網紅與數位虛擬伴侶取代了真實的人際連結。我們比以往任何時候都更加孤獨,而這正是情感販賣業蓬勃發展的根本原因。這是一個完美的循環:孤獨推動消費,而消費又進一步讓我們孤立。

恐懼是最古老的貨幣,曾經是販售長生不老丹的鍊金術士的領域。今天,我們稱之為「大健康產業」。目標始終如一:恐懼死亡的生物,渴望能跑贏歲月這台破舊機器。我們砸下數十億購買補充品、生物駭客技術與健康潮流,全都是出於那種原始且狂亂的求生本能。

最後,是慾望與匱乏。曾經那是高利貸業者的地盤,現在成了「信貸消費」的動力。我們被說服只要透過借貸,就能填補當下的匱乏,卻忘了這是在透支未來的自己。我們本質上是在變賣明天,來支付今天的玩具。

殼子換了——從泥板換成光纖——但核心未曾變動。我們不過是裝載著對資源匱乏與地位追求的軟體的生物機器。只要這些驅動力存在,對它們的剝削就永遠會是唯一不會退流行的「成長產業」。帳本很舊,算法很簡單,而待宰的羔羊,正如歷史所載,每一分鐘都在誕生。