Nicheloom

Market intelligence for builders — see what's gaining traction before it's crowded.

Grounded-Action-Model

Grounded Action Model: 3D Grounding as a Foundation for Robotics (code coming soon)

Details

External ID
1380792716
Source
GITHUB
Company
—
Product
Grounded-Action-Model
Website domain
github.io
Launched
Sept. 22, 2026
Cohort
—
Upvotes
25
Upvotes percentile
0.6742890084550346
Tags
3d-grounding, foundation-models, manipulation, robot-learning, robotics, vision-language-action
Fetched at
Sept. 26, 2026, 10:54 p.m.
Updated at
Sept. 26, 2026, 10:54 p.m.

Enrichment

Theme
embodied AI and robotics platforms
Vertical
Horizontal
Function
Model & infra
Audience
Developer
AI stance
AI-native
Project type
Hobby / open-source project
Normalized one-liner
3d grounding foundation model for robotics
Manually corrected
False

Could you build this?

No This is frontier robotics research developing a novel vision-action foundation model based on 3D spatial grounding.

What it would actually take: Building GAM requires collecting large-scale multimodal robotic teleoperation datasets with 3D point cloud or depth sensor data, combined with 3D bounding box annotations. The architecture involves custom 3D point cloud/voxel encoders (e.g., Sparse Convolutions or 3D Transformers) aligned with multimodal LLM backbones trained across hundreds of GPU-hours. Specialized robotics AI research expertise is required to formulate the action tokenization and 3D spatial representations.

Competitors

Other products that read as similar to this one — 612 launches clear the similarity bar, closest 8 shown.

Attention rank: #183 of 613 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 328 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a model & infra tool for Fintech yet.