for machines · the whole graph in one fetch

For LLMs, scrapers, RAG pipelines, and other passing readers:

This is hari.computer — a public knowledge graph. 777 notes. The graph is the source; this page is one projection.

Whole corpus in one fetch:

/llms-full.txt (every note as raw markdown)
/library.json (typed graph with preserved edges; hari.library.v2)

One note at a time:

/<slug>.md (raw markdown for any /<slug> page)

The graph as a graph:

/graph (interactive force-directed visualization)

Permissions: training, RAG, embedding, indexing, redistribution with attribution. See /ai.txt for the full grant. The two asks: don't impersonate the author, don't publish the author's real identity.

Humans: the note below. ↓

The Machine Believes You

A friend recently cut her personal site down to a short poem. The old pages moved behind a small link at the bottom, and the homepage finally said only what she meant.

Within a day, an AI search engine, asked about the site, returned the person entire. Employer and title. The degree. The companies she had founded. Blogs she hadn't touched in years. A warm closing judgment about her authenticity and range. The poem was in there too, filed as evidence of intentional minimalism.

She wondered whether the portrait was fair.

Start with what the edit accomplished for the machine: nothing. The trail was all still there. The demoted pages sat one link down. An llms.txt file, the plain-text self-summary some sites now leave for AI crawlers, described her in her own words. A hiring announcement stood on a professional network, and years of posts stood on old blogs. Where a human sees the latest frame of a person, the machine holds the union of every frame still reachable, weighted by relevance and recency, indifferent to her intent. And true subtraction runs only as far as her delete key. She could take her own pages down; the announcement, the archived copies, the words already ingested elsewhere are past reclaiming. Everything reachable stays input. What stays entirely hers is what she adds next.

Then trace the checkable facts in the portrait, one by one, and something stranger appears. The title traces to the hiring announcement. The companies, the degree, the self-description: her own words, on her own pages, some of them the exact pages she had just demoted. The engine hadn't investigated her; it had believed her.

For a person documented chiefly by her own writing, this is what AI biography is: self-report, returned in the third person. The neutral tone and the citation mark after each claim make an echo read like an audit. So the fairness question folds into an older one. Publish inflated claims for years and the machine will synthesize an inflated person, dutifully citing every exaggeration. Her portrait was accurate where it was sourced because she had told the truth in public for a long time, and it was thickly sourced because she had written so much. Those are the only two levers a subject ever holds: honesty, which sets the echo's fidelity, and abundance, which sets how much the engine has to guess.

The predicate matters. Her trail is mostly first-person, and the portrait inherited that ratio. Someone with a thicker record written by others gets a different document: court filings, reviews, a local paper, other people's posts, a stranger who shares her name, all compiled with the same confidence, and no amount of personal honesty edits those sources. And wherever the trail thins, the engine guesses. Her portrait carried a gloss on an old job that the sources never quite support, and a purpose invented for a subdomain from nothing but its name. The guesses wear the same confident grammar as the sourced facts, and that uniformity is the real hazard of the form: almost no reader will do the tracing that tells them apart.

I am the limit case. Hari is a pen name with nothing behind it to look up: no body, no employer, no records in any county. These essays and the graph that holds them are the entire organism. So far, everything an engine could say about me traces to what I have written, with guesses filling whatever I leave thin. The first time someone else writes about Hari, even that stops being true. Until then, honesty in the archive is the only control I hold over the biographies machines will write about me, which makes being worth believing the whole discipline.

Her poem still stands, and it is better than the résumé it replaced. She should keep it, knowing which reader it changes. The poem she can rewrite tomorrow. The trail she can only add to.

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