Robohub.org
 

Of thresholds and the forces that drive change


by
29 June 2009



share this:

“But why would you want to turn farming over to machines?”

 

Ahem! Farming has been conducted primarily by machines for going on a hundred years, at least in the United States. I want to substitute intelligent machines that proceed carefully and work continuously for big, dumb machines that are designed to get the job over with as quickly as possible, and at the same time move farmers out of their roles as machine operators and into the roles of technician and manager.

 

The threshold that still looms large but is shrinking with every passing week, primarily due to advancements in military robotics, is autonomous operation, making it possible for one person to manage many machines simultaneously, instead of being symbiotically fused to one for the entire time it is in operation.

 

At some point in the not too distant future, it will become practical to turn tractors loose under robotic control, but by the time that happens that same threshold will already have been crossed by less powerful, less dangerous machines. Moreover, once tractors arrive at autonomous operation there’s not much to drive further development. Sure, you can push efficiency higher and accident rates lower, but it’s still the same old thing.

 

With the sort of detail-oriented systems I’ve been attempting to imagine and describe, that threshold of autonomous operation is just the beginning, the spark that lights the rocket. Knowledge that would be of no use to autonomous tractors – because they’d still just be pulling implements around a field – could improve the performance of machines using a horticultural approach and improve the productivity of land they tend. Moreover, they would be able to discern much of that knowledge for themselves, through experience (statistics applied to crop measurements) and sharing information with each other.

 

For every increment in sensory capability, processing power, mechanical versatility, and software sophistication there would be a potential payoff, in machine performance, productivity, and/or the quality of the overall result.

 

That’s what a growth market looks like.

 

Reposted from Cultibotics.



tags:


John Payne

            AUAI is supported by:



Subscribe to Robohub newsletter on substack



Related posts :

First 11 vs 11 humanoid soccer game played at RoboCup 2026

  28 Aug 2026
Watch highlights from this historic match.

How green is your robot? And other awkward questions

Robots clean rivers and sort waste, monitor ecosystems, and inspect renewable-energy infrastructure. But even the greenest robot has an environmental footprint.

These tiny drones are powered by sound

  24 Aug 2026
EPFL engineers have designed acoustic cavities that convert sound waves into thrust, propelling small robots and ultralight aerial vehicles without on-board actuators or electronics.

#AAMAS2026 blue sky award winner: Foundation world models for agents in changing environments

and   21 Aug 2026
Hear from the AAMAS 2026 Best Blue Sky Paper Award winner.

Robotics roadmaps from around the world spotlight of the month: Japan

Robots have been a prolific theme in Japanese pop culture and media since the 1950s

Intermittent swimming promotes the energy efficiency of fish-like robot movements

How zebrafish-inspired robots save energy by swimming in bursts.

What does it take for a robot to hold a conversation with a room, not just a person?

and   14 Aug 2026
Find out about a summer school held at Imperial College London.

Robotics roadmaps from around the world

We embark on a tour into some of the recent and prominent robotics roadmaps from around the world.



AUAI is supported by:







Subscribe to Robohub newsletter on substack




 















©2026.05 - Association for the Understanding of Artificial Intelligence