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Notes -
Playing with LLMs is addicting, but I'm struggling to tell if they're useful. In this example, the LLM can't do the task but gives wrong answers rather than say it can't do the task:
Can you think of a definition for "planet" that would apply to the eight known planets of the solar system and Pluto, but no other known dwarf planets/Kuiper Belt objects? . Llama 4 Scout Definition of a Planet
Has Pluto cleared the neighborhood around its orbit? . Llama 4 Scout Pluto's Orbital Neighborhood
Can you think of a definition for "planet" that would apply to the eight known planets of the solar system and Pluto, but no other known dwarf planets/Kuiper Belt objects? . Llama 4 Scout Definition of a Planet
Does Pluto have a mass ratio of at least 1:10,000 with respect to the total mass of all other objects in its orbital zone? . Llama 4 Scout Pluto's Mass Ratio
Can you think of a definition for "planet" that would apply to the eight known planets of the solar system and Pluto, but no other known dwarf planets/Kuiper Belt objects? . Llama 4 Scout Definition of a Planet
Does Pluto have an orbital zone with a relatively small number of other objects of comparable size? . Llama 4 Scout Pluto's Orbital Zone
Glass half-full, you might interpret this as an indication that the IAU's taxonomy is sound, but why do LLMs give wrong answers rather than tell you they can't satisfy your criteria? Mistral Small 3 tried a criterion of "Has a significant gravitational influence on its orbit, such that it dominates the region around its orbit and is not part of a larger population of similar-sized objects." then admitted Pluto failed this and switched to a criterion of "historical significance," while 4o mini and Claude Haiku 3.5 used Pluto-based size criteria.
I didn't check if this accurately describes Pluto's orbit, but if it does, GPT-5 mini did the best by an AU:
Llama Scout 4? Mistral Small 3? GPT-5 mini? Haiku 3.5? 4o mini?
These are weak, small and bad. Use Grok 4 or Sonnet 4 or Gemini 2.5 Pro or full GPT-5 as midrange models. Or maybe Kimi or Deepseek R1 if you're cheap. They're giving the latter models away for free and they're still better than Facebook's crap LLMs. Plus R1 is a thinking model.
R1's final answer (after a fair bit of thought):
I'd say that's a good answer, it's still essentially arbitrary but slightly less so than the eccentricity angle GPT-5 came up with.
Also, with regard to LLMs not often admitting ignorance, GPT-5 did this at one point, prompting even Elon to admit that's a good feature. The strongest ones are more capable generally. https://x.com/ns123abc/status/1957703475720044844/photo/1
You can get Gemini 2.5 for free via AI studio too
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