É importante notar que as histórias de robô de Asimov são todas histórias separadas que ele escreveu por diferentes razões, que têm temas diferentes. Algumas histórias, como Runaround , enfatizam a falácia da adesão estrita à letra da lei, independentemente da praticidade e o potencial de dissonância cognitiva:
Powell eventually realizes that the selenium source contains unforeseen danger to the robot. Under normal circumstances, Speedy would observe the Second Law ("a robot must obey orders"), but, because Speedy was so expensive to manufacture and "not a thing to be lightly destroyed", the Third Law ("a robot must protect its own existence") had been strengthened "so that his allergy to danger is unusually high". As the order to retrieve the selenium was casually worded with no particular emphasis, Speedy cannot decide whether to obey it (Second Law) or protect himself from danger (the strengthened Third Law). He then oscillates between positions: farther from the selenium, in which the order "outweighs" the need for self-preservation, and nearer the selenium, in which the compulsion of the third law is bigger and pushes him back. The conflicting Laws cause what is basically a feedback loop which confuses him to the point that he starts acting inebriated.
(...)
Of course, the only thing that trumps both the Second and Third Laws is the First Law of Robotics ("a robot may not...allow a human being to come to harm"). Therefore, Powell decides to risk his life by going out in the heat, hoping that the First Law will force Speedy to overcome his cognitive dissonance and save his life.
Enquanto outros, como o Little Lost Robot , enfatizam ideias que parecem quase completamente opostas:
But this particular robot is different. As earlier models on the station had attempted to "rescue" humans from a type of radiation that humans could actually stay in for a while, but would destroy a robot almost immediately, it (and all other NS series robots produced for the station) has had its First Law of Robotics modified to "no robot may injure a human being"; the normal "or through inaction, allow a human being to come to harm" has been omitted. Therefore, it could stand by and allow a human to be hurt, as long as it plays no active part in it. In Little Lost Robot, the Frankenstein complex is again addressed. The robot must be found because people are still afraid of robots, and if they learned that one had been built with a different First Law, there would be an outcry, even though the robot is still incapable of directly harming a human. However, Dr. Calvin adds further urgency by postulating a situation whereby the altered law could allow the robot to harm or even kill a person. The robot could drop a weight on a human below that it knew it could catch before it injured the potential victim. Upon releasing the weight however, its altered programming would allow it to simply let the weight drop, since it would have played no further active part in the resulting injury.
De fato, em algumas de suas histórias, como Razão , as Três Leis realmente funcionam perfeitamente alguém percebe ou não:
As Três Leis parecem representar moralidade e existem como um dispositivo de enredo para apontar problemas assim como necessidades de ética. Algumas dessas histórias lidam com a compatibilidade da IA com a ética em um nível conceitual, enquanto em outras, os robôs parecem ser substitutos do raciocínio humano.Powell and Donovan are assigned to a space station which supplies energy via microwave beams to the planets. The robots that control the energy beams are in turn co-ordinated by QT1, known to Powell and Donovan as Cutie, an advanced model with highly developed reasoning ability. Using these abilities, Cutie decides that space, stars and the planets beyond the station don't really exist, and that the humans that visit the station are unimportant, short-lived and expendable. QT1 makes the lesser robots disciples of a new religion, which considers the power source of the ship to be "Master." QT1 teaches them to bow down to the "Master" and intone, "There is no Master but Master, and QT1 is His prophet." Disregarding human commands as inferior, QT1 asserts "I myself, exist, because I think -". The sardonic response of the humans is, "Oh, Jupiter, a robot Descartes!"
The humans initially attempt to reason with QT1, until they realize that they can't convince it otherwise. Their attempts to remove Cutie physically also fail, as the other robots have become disciples and refuse to obey human orders. The situation seems desperate, as a solar storm is expected, potentially deflecting the energy beam, incinerating populated areas. When the storm hits, Powell and Donovan are amazed to find that the beam operates perfectly.
Cutie, however, does not believe they did anything other than maintain meter readings at optimum, according to the commands of The Master. As far as Cutie and the rest of the robots are concerned, solar storms, beams and planets are non-existent. The two thus come to the realization that, although the robots themselves were consciously unaware of doing so, they'd been following the First and Second Laws all along. Cutie knew, on some level, that it'd be more suited to operating the controls than Powell or Donavan, so, lest it endanger humans and break the First Law by obeying their orders, it subconsciously orchestrated a scenario where it would be in control of the beam.