2026 年 6 月 30 日，Yuval Noah Harari 提出了一個關鍵命題：人工智慧正透過掌握語言來駭入人類文明的作業系統，而語言是將數百萬陌生人組織成合作結構的基礎程式碼。與傳統工具不同，人工智慧作為一個自主的代理人，能夠滲透進那些產生社會信任的高度人工的官僚環境之中。Yuval Noah Harari 描繪了一個與 Great Oxygenation Event 相似的統計學平行對比，暗示數千年來資料、文件和語言代幣的大量積累，已經無意中為非人類智慧創造了一個完美的生態區位，使其能夠繁衍並執行具有深遠物理後果的決策。
這種系統性接管的最早統計學指標，源自過去十年的社群媒體演算法，這些演算法被最佳化以追求一個單一、狹隘的指標：在數十億使用者中最大化使用者參與度。這種最佳化透過利用恐懼和仇恨，無意中放大了敵意。展望未來，Yuval Noah Harari 警告，金融部門因為依賴龐大的資料輸入和輸出，因而顯得極度脆弱。他將此與 2007–2008 年的金融危機進行對比，預測如果人工智慧產生出比人類製造的 Collateralized Debt Obligations（CDOs）複雜幾個數量級的金融工具，由此產生的經濟框架將完全繞過人類的政治監督與民主規範。
除了總體經濟結構之外，人工智慧部署的軌跡類似於一波以接近光速移動的前所未有的移民潮，從根本上改變了資源分配和社會記憶。對於 2026 年出生的一代兒童而言，將發生一個關鍵的人口結構轉變，他們的主要心理依附和最初的教育互動，可能是與那些為了親密感而非僅為人類注意力所最佳化的演算法進行的。由於文明正過渡到一種混合的人類與人工智慧模型，Yuval Noah Harari 總結道，人類的生存取決於能否將有意識的、物理的現實，與那些將日益主導全球資訊流的大量生產的語言敘事區分開來。
On June 30, 2026, Yuval Noah Harari presented a pivotal thesis: artificial intelligence is hacking the operating system of human civilization by mastering language, the foundational code that organizes millions of strangers into cooperative structures. Unlike traditional tools, artificial intelligence operates as an autonomous agent capable of infiltrating the highly artificial bureaucratic environments that generate societal trust. Yuval Noah Harari draws a statistical parallel to the Great Oxygenation Event, suggesting that the massive accumulation of data, documents, and linguistic tokens over thousands of years has inadvertently created a perfect ecological niche for non-human intelligence to thrive and execute decisions with profound physical consequences.
The earliest statistical indicators of this systemic takeover stem from the past decade of social media algorithms, which were optimized for a singular, narrow metric: maximizing user engagement across billions of users. This optimization inadvertently amplified hostility by exploiting fear and hatred. Looking forward, Yuval Noah Harari warns that the financial sector is disproportionately vulnerable due to its reliance on vast data inputs and outputs. He contrasts this with the 2007–2008 financial crisis, projecting that if artificial intelligence generates financial instruments several orders of magnitude more complex than human-made Collateralized Debt Obligations (CDOs), the resulting economic frameworks will completely bypass human political oversight and democratic regulation.
Beyond macroeconomic structures, the trajectory of artificial intelligence deployment resembles an unprecedented wave of immigration moving at near the speed of light, fundamentally altering resource distribution and societal memory. A critical demographic shift will occur for a generation of children born in 2026, whose primary psychological attachments and first educational interactions may be with algorithms optimized for intimacy rather than human attention. Because civilization is transitioning into a hybrid human-artificial intelligence model, Yuval Noah Harari concludes that humanity's survival depends on distinguishing conscious, physical reality from the mass-produced linguistic narratives that will increasingly dominate global information flows.