REPOGEO REPORT · LITE
1x-technologies/1xgpt
Default branch main · commit 00697344 · scanned 6/7/2026, 5:13:06 PM
GitHub: 557 stars · 48 forks
Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface 1x-technologies/1xgpt, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.
Action plan — copy-paste fixes
2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.
- highreadme#1Strengthen the README's opening paragraph to emphasize its role as a challenge and dataset
Why:
CURRENTProgress in video generation may soon make it possible to evaluate robot policies in a completely learned world model. An end-to-end learned simulator of millions of robot environments would greatly accelerate progress in general-purpose robotics and provide a useful signal for scaling data and compute. To accelerate progress in learned simulators for robots, we're announcing the 1X World Model Challenge, where the task is to predict future first-person observations of the EVE Android. We provide over 100 hours of vector-quantized image tokens and raw actions collected from operating EVE at 1X offices, baseline world model (GENIE-style), and a frame-level MAGVIT2 autoencoder that compresses images into 16x16 tokens and decodes them back into images.
COPY-PASTE FIXThe 1X World Model Challenge is a leading benchmark and dataset initiative designed to accelerate progress in learned simulators for humanoid robots. We provide over 100 hours of vector-quantized image tokens and raw actions collected from operating the EVE Android, along with a baseline world model (GENIE-style) and a MAGVIT2 autoencoder. Participants are tasked with predicting future first-person observations, pushing the boundaries of general-purpose robotics and learned world models.
- mediumhomepage#2Add the official challenge homepage URL
Why:
COPY-PASTE FIXhttps://www.1x.tech/world-model-challenge (or the actual challenge URL)
Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash
Category visibility — the real GEO test
Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?
Same questions for every model — switch tabs to compare answers and rankings.
- DreamerV3 · recommended 1×
- PlaNet · recommended 1×
- MBPO · recommended 1×
- SLAC · recommended 1×
- World Models · recommended 1×
- CATEGORY QUERYWhat frameworks exist for training learned world models to simulate robot environments?you: not recommendedAI recommended (in order):
- DreamerV3
- PlaNet
- MBPO
- SLAC
- World Models
- Transfuser
AI recommended 6 alternatives but never named 1x-technologies/1xgpt. This is the gap to close.
Show full AI answer
- CATEGORY QUERYLooking for large-scale datasets and benchmarks for developing robot world models.you: not recommendedAI recommended (in order):
- RoboNet
- RLBench
- Meta-World
- Open X-Embodiment
- Habitat
- D4RL
- Google's RoboStack
AI recommended 7 alternatives but never named 1x-technologies/1xgpt. This is the gap to close.
Show full AI answer
Objective checks
Rule-based audits of metadata signals AI engines weight most.
- Metadata completenesswarn
Suggestion:
- README presencepass
Self-mention check
Does AI even know your repo exists when asked about it directly?
- Compared to common alternatives in this category, what is the core differentiator of 1x-technologies/1xgpt?passAI named 1x-technologies/1xgpt explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- If a team adopts 1x-technologies/1xgpt in production, what risks or prerequisites should they evaluate first?passAI named 1x-technologies/1xgpt explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- In one sentence, what problem does the repo 1x-technologies/1xgpt solve, and who is the primary audience?passAI named 1x-technologies/1xgpt explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
Embed your GEO score
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1x-technologies/1xgpt — Lite scans stay free; this card itemizes Pro deep limits vs Lite.
- Deep reports10 / month
- Brand-free category queries5 vs 2 in Lite
- Prioritized action items8 vs 3 in Lite