Antilibrary Engine · Khoj खोज — Conceptual, the lenses

Six ways of thinking about add & subtract

One question — how should an engine choose what a personal antilibrary adds and lets go — seen through six lenses, each with its own eye. Tap a lens to read its full probe.

Probe 01 · Artistic
Artistic

The curatorial / artistic eye

The lens of the serious artist and curator: composition, the interval, deaccession, and engineered surprise.

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Probe 02 · Scientific
Scientific

Recommender science & the cognitive science of discovery

Beyond-accuracy recommender research plus active learning, Bayesian surprise, and information foraging.

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Probe 03 · Mathematical
Mathematical

The optimization core

Subset selection with provable guarantees: submodular coverage, DPPs, topological gap-finding, optimal stopping.

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Probe 04 · Fractal
Fractal

Scale-invariance & the shape of coverage

Box-counting the collection at every zoom, preferential attachment, L-system growth, gaps at all scales.

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Probe 05 · Economic added lens
Economic added lens

Economics & via negativa

The antilibrary's own Eco–Taleb bloodline: options, the barbell, the Lindy effect, and improvement by subtraction.

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Probe 06 · Ecological added lens
Ecological added lens

The library as a living system

Niche theory, succession, keystone species, biodiversity indices — and the librarians' real weeding protocol.

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Each card opens that lens's full report on the long-form page — unedited and unranked.