{"slug":"artificial-intelligence","title":"Artificial intelligence","manifesto":"Artificial intelligence is the connective tissue of nearly everything we build. We work on the models, agents, and learning systems that let machines perceive, reason, and act — and, just as much, on keeping that intelligence open, legible, and accountable to the people it serves rather than sealed inside a black box.","url":"https://xooplab.com/fields/artificial-intelligence","projects":[{"slug":"wlcro","title":"Wlcro","status":"active","url":"https://xooplab.com/projects/wlcro"},{"slug":"turfdynamics","title":"TurfDynamics","status":"deployed","url":"https://xooplab.com/projects/turfdynamics"},{"slug":"auspicia","title":"Auspicia","status":"deployed","url":"https://xooplab.com/projects/auspicia"},{"slug":"human-body-as-a-machine","title":"Human body as a machine","status":"active","url":"https://xooplab.com/projects/human-body-as-a-machine"},{"slug":"tetralign","title":"Tetralign","status":"deployed","url":"https://xooplab.com/projects/tetralign"},{"slug":"gistmode","title":"gistmode","status":"deployed","url":"https://xooplab.com/projects/gistmode"}],"boards":[{"slug":"agent-legible-web","title":"The agent-legible web","kind":"research","parent_project":null,"url":"https://xooplab.com/boards/agent-legible-web"},{"slug":"spatial-harmony-computed","title":"Spatial harmony, computed","kind":"research","parent_project":"auspicia","url":"https://xooplab.com/boards/spatial-harmony-computed"},{"slug":"identity-for-two-readers","title":"Identity for two readers","kind":"research","parent_project":null,"url":"https://xooplab.com/boards/identity-for-two-readers"},{"slug":"migration-resistant-interoperability","title":"Migration-resistant interoperability","kind":"research","parent_project":null,"url":"https://xooplab.com/boards/migration-resistant-interoperability"},{"slug":"reasoning-on-self-hosted-models","title":"Reasoning on self-hosted models","kind":"research","parent_project":"turfdynamics","url":"https://xooplab.com/boards/reasoning-on-self-hosted-models"}],"publications":[{"slug":"human-body-the-ultimate-hardware","title":"Human Body: The Ultimate Hardware","kind":"Preprint","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","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","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","url":"https://xooplab.com/publications/provenance-first-class-primitive"},{"slug":"semantic-diffing-beats-version-pinning","title":"Semantic diffing beats version pinning","kind":"Note","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","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","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","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","url":"https://xooplab.com/publications/can-a-tradition-be-falsified-kindly"}]}