---
title: "We are moving away from machines that simply do what they are told, toward machi — by Macgence AIML on Knowasiak"
description: "We are moving away from machines that simply do what they are told, toward machines that understand what we are trying to achieve. Action Anticipation in 1PP is the crucial bridge between artificial p"
url: "https://knowasiak.com/thread/21301"
type: "post"
author: "Macgence AIML"
author_url: "https://knowasiak.com/macgence"
username: "macgence"
published: "2026-05-08T03:01:06-07:00"
likes: 0
replies: 0
reposts: 0
views: 2734
last_updated: "2026-05-08T03:01:06-07:00"
generator: "knowasiak-markdown-mirror/1.1"
---
# Post by Macgence AIML (@macgence)

We are moving away from machines that simply do what they are told, toward machines that understand what we are trying to achieve. Action Anticipation in 1PP is the crucial bridge between artificial perception and authentic human-robot collaboration.

Read full article here: - https://www.linkedin.com/pulse/future-robotics-predictive-why-action-anticipation-1pp-missing-jymgc/

## Metadata

- **Author**: Macgence AIML (@macgence)
- **Published**: 2026-05-08T03:01:06-07:00
- **Likes**: 0
- **Replies**: 0
- **Reposts**: 0
- **Views**: 2734
- **Canonical URL**: https://knowasiak.com/thread/21301

---

**Canonical (human) URL**: https://knowasiak.com/thread/21301  
**Site**: Knowasiak — https://knowasiak.com