Data for models that
imagine what happens next.
Training data for world models — gameplay video paired with the ground truth behind it: 4D geometry, tick-level world state, and human-written visual reasoning.
The three product lines below are live, browsable samples packaged in the format we ship in production. Together they cover the loop a world model has to learn: watch the world move (4D game capture), read the state that produced every frame (engine-native logs), and reason about what it sees (chain-of-thought visual and STEM data). Nothing is estimated by an off-the-shelf perception model — depth, pose, state and events are read straight from the engine, and reasoning chains are written by people.
tidelaccess
4D game capture with real telemetry
Gameplay video from a proprietary capture pipeline over AAA titles, paired with the ground truth a world model actually needs — measured from the engine, not estimated by a perception model.
4D Game Capture
Three browsable categories — A · Action + Camera, B · 4D + Depth, C · Multi-Camera — every frame with real telemetry on one timeline.
Custom capture runs
Title / genre mixes, camera rigs, action distributions and episode lengths captured to order on the same pipeline — engine as generator and evaluator for your model's predictions.
Engine-native world state
Every video frame ships with the exact world state the simulation computed at that instant — entities, components, events. Nothing is detected; everything is read. One 60 Hz clock across all modalities.
Tick-aligned state inspector
Episode ep001 in a live inspector: video with SEG / DEPTH / BBOX overlays, pixel→state decoding, and a per-tick world-state bar.
Action → consequence replay
The same engine data replayed as causal chains — shooter, target, health drop, impact, elimination — assembled step by step over the video.
Visual reasoning with human chains of thought
The seeing skills frontier models still fail — on the BabyVision benchmark (arXiv:2601.06521) adults score 94.1% while the best model scores 49.7% — and the reasoning-first data that trains them.
BabyVision picture puzzles
Counting, find-the-difference, mazes, shadow matching, pattern logic — every sample with a human-written, step-checkable chain of thought.
K12 STEM with diagrams
High-school Math / Physics / Biology diagram problems, LaTeX-typeset, with verifiable answers and worked solutions.