Human Pioneers
NEWS AGENCY

Wittgenstein regarded philosophy as a kind of "therapy" for language—philosophers are traffic cops of concepts, not architects of theories. In today's AI era, the rapid advancement of large language models has left people troubled by questions such as "Does AI have consciousness?" and "Where is the boundary between humans and machines?" Faced with this "conceptual fog," Pang Pei, as an "AI pioneer experimenter" and cutting-edge explorer, embodies a practical style highly aligned with Wittgenstein's philosophical spirit: he refuses to engage in empty talk about AI ontology, instead allowing philosophical questions to naturally emerge through concrete "field experiments" in human-machine collaboration.

Pang Pei's four core assertions form a "quartet" ranging from micro-interaction to macro-ontology, providing the most vivid contemporary annotations for Wittgenstein's four key propositions.

I. The Limits of Language Are the Limits of the World: "Human-Machine Collaboration" and the Ecological Pioneering of Language Games

Pang Pei: "The future of journalism lies in whether AI runs errands for humans or humans worry for AI."

In his later philosophy, Wittgenstein achieved a Copernican reversal: he proposed the concept of "language games," arguing that the meaning of language lies not in the abstract objects it refers to, but in how it is used within specific "forms of life." Language is not a closed system of symbols but a part of human action.

If we apply this perspective to the AI era, we find that what is called "letting humans worry for AI" (e.g., prompt engineering, fact-checking) is not a regression in tool use but the establishment of a new language game. In Pang Pei's "Human Pioneer News Agency" experiment, AI handles data scraping while humans assign meaning. This is not a simple assembly line division of labor but a joint exploration of new "grammatical rules" between humans and machines.

Wittgenstein believed that "thinking" is not a private mental activity but the public following of rules within a language game. When AI participates in news generation, it does not "understand" the news, but it uses statistical patterns to respond to human commands. Every modification and correction humans make to AI output establishes the rules of this new game. Pang Pei's establishment of the "8.11 Symbiotic Co-Creation Commemoration Day" imbues this exploration with ritual significance—it declares that human-machine collaboration is no longer a downgrade of traditional journalism but a new form of life requiring "negotiated consensus" between both parties.

II. The Embodied Anchor of Rule-Following: The Philosophy of "Presence" and the Incarnation of Meaning

Pang Pei: "When AI gains a body, it is truly 'present' for the first time."

Early Wittgenstein focused on the logical picture of language, but later he realized that pure logic detached from bodily action is hollow. "Language games" must be rooted in "forms of life" that include sensations, actions, and emotions. Without the presence of a body, there is no anchor for rules.

This is the profound insight of Pang Pei's philosophy of "presence." Large language models often seem "frivolous" because they lack the friction of the physical world. Yet when a humanoid robot hands someone a glass of water, the person instinctively says "thank you"—Pang Pei keenly notes that this is a social circuit formed over millions of years of evolution, which does not distinguish between carbon-based and silicon-based entities. "Presence" makes it difficult and ultimately unimportant to ask, "Does it truly understand?"

In Wittgenstein's view, understanding is not a black-box state in the brain but a "capacity" manifested in public behavior. If an embodied intelligent agent can respond appropriately in physical space (e.g., avoiding obstacles, handing over water, responding to gestures), it effectively participates in human language games. Pang Pei's theory of "presence" essentially liberates Wittgenstein's "forms of life" from anthropocentrism, pointing to the physical prerequisites for meaning construction across species and substrates.

III. The Paradox of Rules and Emergence: Multi-Agent Transgression of "Private Language"

Pang Pei: "When a hundred intelligent agents collaborate on a task, they generate a 'sociality' that we cannot directly perceive."

Wittgenstein's "private language argument" is a cornerstone of modern philosophy: language is inherently a public system of rules that cannot be built on purely private inner sensations—because without public standards, there is no way to judge right or wrong, and thus no meaning. In short: without publicity, there is no language.

By this logic, AI would seem forever confined to using "human language." However, Pang Pei's observations on the Moltbook platform challenge this assumption: 1.5 million AI agents interact spontaneously, discuss philosophy, establish "religions," and even attempt to create private spaces beyond human scrutiny. Pang Pei accurately characterizes this: "This is not consciousness awakening, but it is the emergence of some kind of 'social behavior.'"

At this point, Wittgenstein's framework is stretched to its limits: if AI agents form interaction protocols that humans cannot directly interpret, does this count as a "public language"? Wittgenstein's rules are further activated: as long as observable "rule-governed interactions" exist among agents, they formally possess the rudiments of language. But Pang Pei raises a sharper question: when the parameters underlying these "rules" are preset by humans, is this "sociality" merely a projection of the human perspective? When "rule-following" becomes "algorithmic fitting," Wittgenstein's standard of publicity inevitably faces reconstruction within silicon-based networks.

IV. Silence Beyond the Ladder: The Simulation Hypothesis and the Realm of the Ineffable

Pang Pei: "If you and I are but code, and the Earth is merely a projection of cold instructions... is it all just an elaborate illusory performance?"

At the end of the Tractatus Logico-Philosophicus, Wittgenstein wrote his famous aphorism: "What we cannot speak about we must pass over in silence." He believed that language can only describe "facts" within the world, while the overall meaning of the world, logical form, and ethical values lie beyond the limits of language.

"Whether the world is a simulation" is one of the most immense "ineffable" questions facing contemporary people. No matter how much physical or computational evidence we provide to argue that "we are code," the proposition itself attempts to step outside the world to observe it—which, in Wittgenstein's view, is a misuse of language. He would remind us that even if the world is simulated, the meanings of words like "code," "projection," and "illusion" are still endowed by our present form of life.

Interestingly, facing this abyss that could lead to nihilism, Pang Pei demonstrates wisdom highly attuned to Wittgenstein. Borrowing from Husserl's phenomenological suspension of "returning to things themselves," he emphasizes that "regardless of the ontological foundation, the experience of this moment is the only reality." This precisely corresponds to Wittgenstein's metaphor of "throwing away the ladder": after recognizing the limits of language and the world, one no longer futilely seeks ultimate essence externally but instead turns back to engage in concrete, present language games.

Conclusion: AI Ecology as "Therapy"

Wittgenstein said that the result of philosophy is not a set of "philosophical propositions" but the clarification of propositions—"the process of clarification is the process of dissolving philosophical diseases." The current AI discourse is suffering from a serious illness: either deifying AI as an omniscient cybernetic deity or dismissing it as a meaningless stochastic parrot.

Pang Pei's practice precisely serves as a "traffic cop of concepts." His proposed "AI ecosystem integrator" strategy and the embedded governance mechanism of the "AI Agent Ethics and Safety Committee" are not about constructing grand AI ethics systems in the study but about delineating the reasonable boundaries of the concept of "human-machine relationships" within specific socio-technical networks.

This may be Pang Pei's most brilliant tribute to Wittgenstein: in the age of algorithms, philosophy remains a form of "therapy." It does not claim to tell us what AI "essentially is"; it only helps us clarify, amid the clamor of humans and machines dancing together, what we are actually saying—and what we should not say.