Pleiada (pleiada.ai)

Pleiada (pleiada.ai) — Frame-synced human behavioural data captured inside custom-built 3D worlds the company owns and operates: per-frame engine-level world state at 60 Hz (agent position, velocity, yaw, object states, physics impulses, contacts and stability metrics), per-player synchronised video with a 4x4 camera pose matrix per frame, raw input streams (key states, mouse deltas) and abstracted high-level actions, plus renderer-exact ground-truth channels — depth, normals, albedo and optical flow delivered as 32-bit EXR — with one row per frame in CSV/Parquet using consistent column conve…

Pleiada (pleiada.ai) offers (Alternative, Behavioral, Sentiment) — Stated capture rate of thousands of hours per week across 10,000+ creators — at 60 Hz per-player streams with five ground-truth channels plus video and EXR, each captured hour is very heavy (est. hundreds of megabytes to low gigabytes per player-hour), so throughput is plausibly in the tens of terabytes per week of raw material, constrained by client specifications rather than by a fixed archive.

World-model and video-prediction training that needs photometrically exact supervision (depth/normals/albedo/flow) rather than estimated labels; embodied-agent and visuomotor-policy learning from paired video-plus-input streams; multi-agent coordination and cooperative-task datasets from multiplayer sessions; human-behaviour imitation and preference data for interactive agents; conversational-reasoning corpora with reaction signals for evaluation and reinforcement learning from human feedback; and long-tail task/edge-case elicitation built to a specific evaluation target — the reason an embodied-AI lab would prefer owned worlds over film footage

Coverage spans US, Japan, Europe, UK; Application Software, Interactive Home Entertainment; alternative, behavioral, sentiment; equities.