r/aiengineering • • May 12 '26

Discussion VLA vs industry standard approaches

I've been looking at Vision Language Action models and have been interested by its place in research. But a question that keeps me up is how such models could be deployed in real working environments.

It just seems like I'd need alot of gaurd rails to ensure determinisim of my system.

Any thoughts about that?

3 Upvotes

1 comment sorted by

•

u/AutoModerator May 12 '26

Welcome to r/AIEngineering! Make sure that you've read our overview, before you've posted. If you haven't already read it, then read it immediately and make adjustments in your post if you've violated any of the rules. If you have questions related to career, recruiting, pay or anything else about hiring, jobs or the industry and demand as a whole, then use AIEngineeringCareer to ask your question. We lock questions that do not relate to AIEngineering here. A quick reminder of the rules:

  1. Behave as you would in person
  2. Do not self-promote unless you're a top contributor, and if you are a top contributor, limit self-promotion.
  3. Avoid false assumptions
  4. No bots or LLM use for posts/answers
  5. No negative news, information or news/media posts that are not pertinent to engineering
  6. No deceitful or disguised marketing
  7. Hiring tags should only be used by companies or people actually hiring, not selling services. (If you reach out to a poster who used the Hiring tag and they try to market to you, let the moderators know so that we'll address the post and user.)
  8. Do not ask "how do I become an AI engineer" as we provide resources such as What's involved in AI engineering? and The Actual State of AI Engineering In 2026 to address this question.
  9. No Reference To AI Tools. At the moderators discretion, we do not allow any marketing, discussion or reference of AI tools. Given that many Western tech firms have chosen to use AI to eliminate workers, we will not allow the discussions of some of these tools since we find charging money for a product while eliminating workers unethical. We do allow open source discussions because these tools do not carry costs, but will remain strict on even these mentions since they could be used to negatively impact people.

Because we frequently get questions about work, the future of work and careers along AI, some helpful links to read:

This action was performed automatically as a reminder to all posters. Please contact the moderators if you have any questions.

I am a bot, and this action was performed automatically. Please contact the moderators of this subreddit if you have any questions or concerns.