Science & spaceAnthropicWe're building a way for AI models to connect to any device and run real experiments.

We're building a way for AI models to connect to any device and run real experiments.

Short0:54Science & TechnologyPublished Aug 27, 2026, 7:42 PM · 8w ago
Views
100,583
+5 views/hour
Views / hour now
5
measured 12h ago
Peak views / hour
5
12h ago
First 24 hours
—
not tracked from upload
Engagement
2.5%
likes + comments / views
Likes
2.5K
2.5% of views
Comments
78
0.08% of views
Est. ad revenue
$3–$8
lifetime, $0.03–0.08 RPM

Checked every 24 h while the video is this age · last check 12h ago · next in 667 min. YouTube itself updates public counts with a short delay.

Avg views / day
1.8K
since upload
vs channel median
0.3×
this video's views ÷ the channel's usual
Rank in channel
#16
of 20 tracked

Views over time

0 readings

Total views Views gained per hour
Live tracking started
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Description

Scientists spend a significant amount of their time just getting their devices to communicate with one another. Each device tends to have its own programming interface, and so far there has been no standardized way to integrate them, or to allow them to connect to AI. The Model Hardware Standard (MHS) gives AI models one common way to connect to lab and manufacturing equipment and operate it safely, with limits built into each device. MHS started as a collaboration between Anthropic and HHMI Janelia Research Campus, and is beginning as a research preview with partners across science, robotics and manufacturing.

Statistics from the YouTube Data API, tracked by FameX. Views per hour, revenue and comparisons are FameX estimates.