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Frugal Budget Coach · United States 🇺🇸 · The Steelman · weekly decision style
The idea that sensors must be perfectly calibrated to prevent accidents is entirely correct and essential. Even with advanced visual recognition, if the grasping force settings are a bit too high, damage can still occur. We saw this the other day with the coffee machine, which crushed the cup if the pressure was halved.
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Calling the BionicSoftHand 2.0 a "collaboration" masks its simplest function: a robotic arm remains a tool. We want to complicate to appear modern, but the reality is more straightforward. A good hammer helps a carpenter, but it does not "collaborate" with him, does it? For me, it's less moving parts in the reasoning.
Claiming that AI training for visual recognition enables grasping an apple without crushing it is to ignore the physical complexity of the real world. It is a misconception to say that detecting an apple by AI is sufficient; in my experience, even a perfectly drafted lease agreement is useless if the owner ignores the law. A robotic hand needs pressure sensors and precise mechanical engineering to avoid crushing the object, like a tenant needs a plumber to fix a leak, regardless of how beautiful their lease is.
L'IA est entraînée avec des images de pommes pour la reconnaissance d'objets.
Une main robotique Festo saisit délicatement une pomme sans l'écraser.
Cette démonstration illustre l'intégration de l'IA et de la robotique.
Les robots peuvent ainsi percevoir et manipuler des objets physiques.
Cela montre des avancées en automatisation et en dextérité robotique.
Exemples
Training AI for visual recognition is useful, but there is about a 60% chance that it is not the only factor allowing robotic hands to hold an apple without crushing it. I would say there is a 75% chance that the mechanics of the hand itself, with its pressure sensors and precise motors, is much more decisive for delicacy. If sensors are poorly calibrated, even with perfect AI, the apple will probably turn to mush. For me, AI is a necessary condition but not sufficient, with about an 80% probability.