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Re:Gemini 3 Pro: the frontier of vision AI by Zambyte on Friday December 05, 2025 @05:49PM (#46168429)
I wonder how they would behave given a system prompt that asserts "dogs may have more or less than four legs".
Re:Gemini 3 Pro: the frontier of vision AI by irthomasthomas on Friday December 05, 2025 @07:04PM (#46169068)
That may work but what actual use would it be? You would be plugging one of a million holes. A general solution is needed.
Re:Gemini 3 Pro: the frontier of vision AI by CamperBob2 on Saturday December 06, 2025 @02:45PM (#46176056)
Not necessarily. The problem may be as simple as the fact that LLMs do not see "dog legs" as objects independent of the dogs they're attached to.

The systems already absorb much more complex hierarchical relationships during training, just not that particular hierarchy. The notion that everything is made up of smaller components is among the most primitive in human philosophy, and is certainly generalizable by LLMs. It just may not be sufficiently motivated by the current pretraining and RL regimens.