Eru Labs operates as a research initiative: eight active tracks, public technical memos, and open partnerships with AI labs, universities, and industrial research groups. Permissioned data, consent-first, worker-aligned.
Each track has a lead, a research agenda, and at least one upcoming memo. Inbound partnerships and visiting researchers are welcome.
We publish short, opinionated technical memos before formal papers. Drafts go out to partners early.
Eru Labs operates as a research initiative inside PIN. Independence, technical clarity, and worker alignment are operating constraints.
No worker is captured without explicit, revocable consent. Identity is opt-in. Faces and audio are filtered by default at the Aegis layer.
Eru is evaluated against real outcomes — inspections, rework, claims, certifications — not just label accuracy on a held-out test set.
Every record has a provenance chain, a permission scope, and a retention policy. Partner access is contractually bounded and audited.
We share technical memos before commercial pitches. If a claim can't survive a public memo, it doesn't ship into a customer deck.
Eru is not married to any robot, any sensor, any vendor. The model is the layer above embodiment; partners come and go, the model persists.
Every track has a deployment counterpart on PIN OS. If it works on paper but breaks at a jobsite, it isn't done.