{"publications":[{"slug":"the-cost-of-indecision","title":"The Cost of Indecision","kind":"Whitepaper","blurb":"Why enterprises stall on their most important calls — and how anonymized, traceable decision-making lets them decide faster and prove why. A TurfDynamics white paper.","published":"2026-06-25","cite_as":"TurfDynamics, a Xooplab company (2026). The Cost of Indecision: Anonymized, Traceable Decision-Making. Xoop Innovation Labs Inc., Toronto.","read_minutes":8,"url":"https://xooplab.com/publications/the-cost-of-indecision"},{"slug":"human-body-the-ultimate-hardware","title":"Human Body: The Ultimate Hardware","kind":"Preprint","blurb":"A computational, bioelectric, and quantum architecture of the embodied self — and the Convergence Hypothesis for mind and substrate. The body understood not as a machine that resembles a network, but as a network in the fullest computational sense.","published":"2026-05-25","author":"mohit-gulati","cite_as":"Xooplab (2026). Human Body: The Ultimate Hardware. Xooplab Working Paper XL–2026–001. xooplab.com/publications/human-body-the-ultimate-hardware.","read_minutes":35,"url":"https://xooplab.com/publications/human-body-the-ultimate-hardware"},{"slug":"encoding-directional-priors-as-model-constraints","title":"Encoding directional priors as model constraints","kind":"Preprint","blurb":"A first pass at making spatial-harmony rules legible to a diffusion model. From the Spatial × ML board.","published":"2026-05-10","board":"spatial-harmony-computed","author":"mohit-gulati","cite_as":"Xooplab (2026). \"Encoding directional priors as model constraints.\" xooplab.com/publications/encoding-directional-priors-as-model-constraints","read_minutes":7,"url":"https://xooplab.com/publications/encoding-directional-priors-as-model-constraints"},{"slug":"what-login-means-for-an-autonomous-agent","title":"What \"login\" means for an autonomous agent","kind":"Note","blurb":"Delegated, revocable agent credentials, and why session models break when the user is a process.","published":"2026-04-18","board":"identity-for-two-readers","author":"sahana-iyer","cite_as":"Xooplab (2026). \"What 'login' means for an autonomous agent.\" xooplab.com/publications/what-login-means-for-an-autonomous-agent","read_minutes":5,"url":"https://xooplab.com/publications/what-login-means-for-an-autonomous-agent"},{"slug":"provenance-first-class-primitive","title":"Provenance as a first-class web primitive","kind":"Essay","blurb":"If models are the second reader, citations can't be an afterthought bolted on at render time.","published":"2026-03-12","board":"agent-legible-web","author":"aish-brown","cite_as":"Xooplab (2026). \"Provenance as a first-class web primitive.\" xooplab.com/publications/provenance-first-class-primitive","read_minutes":6,"url":"https://xooplab.com/publications/provenance-first-class-primitive"},{"slug":"reproducible-measure-of-platform-extraction","title":"A reproducible measure of platform extraction","kind":"Method","blurb":"Open method, open data, open to being wrong. A scoring function for value capture in two-sided markets.","published":"2026-02-20","board":"platform-capitalism-audited","author":"naoko-yamamoto","cite_as":"Xooplab (2026). \"A reproducible measure of platform extraction.\" xooplab.com/publications/reproducible-measure-of-platform-extraction","read_minutes":5,"url":"https://xooplab.com/publications/reproducible-measure-of-platform-extraction"},{"slug":"semantic-diffing-beats-version-pinning","title":"Semantic diffing beats version pinning","kind":"Note","blurb":"Why bidirectional adapters age better than frozen contracts. Early results from the Interop board.","published":"2026-01-15","board":"migration-resistant-interoperability","author":"diallo-okafor","cite_as":"Xooplab (2026). \"Semantic diffing beats version pinning.\" xooplab.com/publications/semantic-diffing-beats-version-pinning","read_minutes":4,"url":"https://xooplab.com/publications/semantic-diffing-beats-version-pinning"},{"slug":"field-guide-to-the-agent-legible-web","title":"A field guide to the agent-legible web","kind":"Essay","blurb":"What changes when crawlers outnumber readers. Our founding argument, such as it is.","published":"2025-12-08","board":"agent-legible-web","author":"aish-brown","cite_as":"Xooplab (2025). \"A field guide to the agent-legible web.\" xooplab.com/publications/field-guide-to-the-agent-legible-web","read_minutes":6,"url":"https://xooplab.com/publications/field-guide-to-the-agent-legible-web"},{"slug":"self-hosted-models-cost-wall","title":"Self-hosted models on real planning tasks: a cost wall","kind":"Method","blurb":"Where open models stop being cheaper. Benchmarks and the spreadsheet behind them.","published":"2025-11-22","board":"reasoning-on-self-hosted-models","author":"elena-volkova","cite_as":"Xooplab (2025). \"Self-hosted models on real planning tasks: a cost wall.\" xooplab.com/publications/self-hosted-models-cost-wall","read_minutes":5,"url":"https://xooplab.com/publications/self-hosted-models-cost-wall"},{"slug":"notes-toward-unified-identity-across-devices","title":"Notes toward unified identity across devices","kind":"Note","blurb":"The problem statement that became the Identity board.","published":"2025-10-04","board":"identity-for-two-readers","author":"sahana-iyer","cite_as":"Xooplab (2025). \"Notes toward unified identity across devices.\" xooplab.com/publications/notes-toward-unified-identity-across-devices","read_minutes":4,"url":"https://xooplab.com/publications/notes-toward-unified-identity-across-devices"},{"slug":"can-a-tradition-be-falsified-kindly","title":"Can a tradition be falsified, kindly?","kind":"Essay","blurb":"On studying belief systems without either mocking or endorsing them.","published":"2025-09-12","board":"spatial-harmony-computed","author":"rohan-kapoor","cite_as":"Xooplab (2025). \"Can a tradition be falsified, kindly?\" xooplab.com/publications/can-a-tradition-be-falsified-kindly","read_minutes":5,"url":"https://xooplab.com/publications/can-a-tradition-be-falsified-kindly"}]}