# VLM and VLA Grounding

Canonical URL: https://babadook.tech/sub-modules/maxacor-vlm-vla-grounding
Entity: sub-modules
Content hash: 7b1b7db2a8019a687154949420fc61a84a62994abc11e2bb68b071b980f83274

Tie language, vision and action proposals to current objects, geometry, equipment and safety context.

A model describes a valid action for the wrong end effector. The mismatch is caught before the proposal reaches execution.

## What changes

A model describes a valid action for the wrong end effector. The mismatch is caught before the proposal reaches execution.

### data Viz

### data View

section: operating-scene

## Operational boundary

- **What it does:** Tie language, vision and action proposals to current objects, geometry, equipment and safety context.
- **What the team gains:** The mismatch is caught before the proposal reaches execution.
- **What it does not own:** Model fluency does not establish physical feasibility.
- **section:** operational-boundary

## VLM and VLA Grounding

action: Tie language, vision and action proposals to current objects, geometry, equipment and safety context.

mechanism: A model describes a valid action for the wrong end effector.

workflow role: A model describes a valid action for the wrong end effector.

operational outcome: The mismatch is caught before the proposal reaches execution.

maturity: specified

evidence: MAXACOR Part 7, §§4–9.

### Section 1

Operations team

### Section 2

Engineering team

### Section 1

Qualified physical state

### Section 2

Current work context

### Section 1

Evidence-bearing operational disposition

### Section 1

Model fluency does not establish physical feasibility.

## Relationships

### products

- MAXACOR — https://babadook.tech/products/maxacor

### modules

- Embodied Intelligence and Learning — https://babadook.tech/modules/maxacor-embodied-intelligence-learning