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The cleanest piece of marketing for AI in the last decade was Bostrom's paperclip maximizer. The cleanest piece of marketing for the United States, over seventy years, has been documentaries and novels about how broken it is. The cleanest piece of marketing Donald Trump ever did was the wave of articles arguing he should not be allowed near a microphone.
Each looks like criticism. Each functions as distribution.
A critique of X has to contain X. To argue that AI will turn the world into paperclips, the speaker first transmits "AI is so capable that the question of its objective function is the urgent civilizational question." To argue that the United States is racist, imperial, decadent, broken, the speaker transmits "the United States is the reference state whose conduct sets the global moral baseline." To argue that Trump is dangerous, the speaker transmits Trump.
Two properties combine. The first is structural: criticism logically contains its referent, and the more sustained the criticism, the denser the referent appears in the discourse. The second is sociological: audiences discount praise and weight critique. A critic is more credible than a promoter, because the critic appears to be paying a cost. The carrier wave of critique is sharper than the carrier wave of praise. Both effects compound. A reader who absorbs the criticism cannot help also absorbing the carrier, and the carrier arrives pre-validated as serious.
This is not a Streisand-effect curiosity. It is the structural property of how critical content propagates: criticism is the densest legitimate carrier of the thing being criticized, because every sentence presupposes the thing is worth this much sentence about, and the speaker's adversarial stance certifies the seriousness of the framing.
The doomer canon as AI marketing. Bostrom, Yudkowsky, MIRI, and the lab leadership carrying the modern version of the framework convinced the world that AI is the dominant lever on the future. A reader who finishes Superintelligence and concludes "we should not build this" has internalized the prior "this is the most important thing being built." The next move is rarely abandonment. It is investment, recruitment, regulation that legitimizes by acknowledgment, or capital allocation against the framework's coordinates. Doom-essays are more legitimate than corporate messaging precisely because they appear to oppose the industry. Opposition is what makes the carrier wave clean.
The Trump cycle. Candidate says something offensive. Mainstream outlets cover the offense in real time, in detail, with quotes. Elite networks circulate condemnations. Each cycle is anti-marketing in intent and pure marketing in effect: the brand is reinforced every time anyone speaks the name, including in negation. The aggregate is name-recognition saturation no paid campaign could afford. The "Trump playbook" runs the same export at individual scale: generate a controversial statement faster than the response cycle metabolizes the previous one, and let the opposition do the distribution.
The American self-critic. From inside the United States, the production of self-critique reads as authentic moral seriousness. From outside, the rate is the giveaway. American films about American failure. American novels about American decay. American journalism cataloging American institutional dysfunction. The output volume on "ways the United States is broken" exceeds the corresponding output of any other country about itself by an order of magnitude. A consumer in Quito or Singapore is not reading Russian or Chinese propaganda about the United States. They are reading Americans criticizing America, which is correctly read as more credible than foreign critique. The credibility is what makes the carrier wave clean. The carrier wave is "the United States is the protagonist of the global story."
The operator who surfaced this lived for years in Latam and then in Asia. He absorbed the "USA sucks" narrative for years and did not notice it was American self-critique. The narrative read as international consensus, because it arrived already-translated by local intellectuals and media commentators who had themselves consumed it from American sources. The chain went: American self-critic → American media distribution platform → translated commentary → local intellectual climate → operator's working model.
A sophisticated observer in two non-American information environments updated negatively on the United States precisely because the United States was so good at producing legible self-critique. The "USA sucks" prior is American export. China cannot manufacture this prior because China does not export self-critique. The operator's recognition that he was caught by the mechanism is itself an instance of the mechanism running. By the time you can name what happened, you have already absorbed the host culture deeply enough that the mechanism has done its work.
China exports products, infrastructure, manufacturing capacity, and platform algorithms. It does not export self-critique, because self-critique is suppressed at the source. The Tiananmen Papers are a Western product about China. Wild Swans is a Chinese-British product. The narrative texture of "what is wrong with modern China" is overwhelmingly written by people outside the Chinese information environment. The closed system filters out the most diffusible cultural payload: indigenous self-doubt.
What exports from China instead is the suppression itself. The Great Firewall, the surveillance state, the social credit system: these images travel, but they distribute the Chinese Communist Party's defensive posture, not Chinese civilization. A reader who absorbs the suppression-content does not come away with a richer model of what it is to be Chinese. They come away with a model of how the Party constrains its citizens. The carrier wave is the Party, not China. China-as-civilization is undermarketed by its own apparatus.
This is structural, not contingent. A regime that suppresses dissent at home cannot manufacture the artifact that travels best abroad. Closed systems are limited to exporting their products. Open systems export their products plus their auto-critique, which distributes the host culture to readers who would never read a tourism brochure.
The mechanism is a structural advantage in one substrate. Several things bound it.
Saturation against host vitality. The carrier wave needs a host culture worth carrying. If self-critique runs ahead of self-renewal long enough, the host degrades, and the carrier wave attenuates. A culture that can only describe its own decay eventually exports decay rather than itself. The mechanism is asymptotic on whatever the host is generatively producing besides its critique. American self-critique was a powerful diffusion engine partly because the post-war American century was generatively dense — its products, music, films, scientific output, and technological exports were all pulling in the same direction. A version of the mechanism running on a hollowed-out host distributes hollowness.
Polarity flip with the reference frame intact. A reader who absorbs the carrier wave plus the modulation can land at "the United States is the central villain" rather than "the United States is the central interesting case." Some Latin American and Middle Eastern readings produced this. The output is anti-American in conviction but still American-centric in reference frame, which is exactly what the mechanism predicts. The system being modeled remains American. This is partial soft power even when polarity flips. It is also a real cost: a generation of readers whose model of the world is American-shaped but anti-American in valence is harder to recruit than one with neither prior.
Information fragmentation. The mechanism requires connected distribution channels. The Chinese-language internet is a sealed environment where American self-critique does not necessarily penetrate. If the next phase of internet history is fragmentation rather than connection — bordered language models, balkanized search — open systems lose part of the diffusion advantage at the bordering layer.
Credibility decay. The mechanism's sociological half depends on the critic appearing to pay a cost. If self-critique becomes performative — captured by tribes, professionalized into an outrage industry, visibly partisan — the credibility advantage attenuates. A reader who recognizes the mechanism can attempt to discount it; this essay is one such update event. Both decays compound. The carrier wave still carries, but the marginal effect on a recognized or saturated reader is reduced.
If the next decade's contest between open and closed systems is read as a contest of GDP, technology, military reach, and supply chain — the conventional substrates — the open system has no inevitability. China is competitive on these and ahead on several. Read on the substrate of cultural diffusion and global agenda-setting, the open system is structurally favored, and not because it is more virtuous. It is favored because its own self-critique is the densest exportable content the system produces, while the closed system suppresses the equivalent at home. What exports from China is products and the suppression posture. What exports from the United States is products plus the self-portrait painted by its own most articulate critics (e.g. Ezra Klein, Niall Ferguson, etc).
The doomer essay, the Trump tabloid and tiktok derangement, the American novel about American decay... these are not weakness. They are the system marketing itself in the only substrate where marketing is credible: through its critics. The system's critics are the system's distribution channel. The bill is paid in legitimate moral weight by the critic, and the carrier wave reaches the audience the system itself could never address directly.
A culture that allows its critics to operate has free, recursive, indefinite distribution into every other culture's information environment. A culture that does not, does not.