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Not to mention the increased productivity of everyone not wasting their time in factorio (myself included) because the optimal solution is known.
Not wasted time, you were doing research it seems.
>We evaluate six frontier language models across both settings: Claude 3.5-Sonnet, GPT-4o, GPT-4o-Mini, Deepseek-v3, Gemini-2-Flash, and Llama-3.3-70B-Instruct. While I appreciate the effort and creativity that went into this there are a lot of much simpler dynamic benchmarks that can let you saturate the planning capabilities of non-reasoning models. Something as simple as giving a list of flight connections between…
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Given vector space on text is more of a spatial space of semantic distance then spatial distance of geometric objects intuitively feel of a different nature due to the fact that words are not at all likely to be represented in similar ratios of distances. I think a tokenization of ratios between perceived boundaries might help. But, I’m just shooting in the dark.
You're conflating the use of vectors to only mean how they relate to semantic meaning. As vectors are just spatial relationships, in the case of objects in Factorio we could provide the vectors for every single object as to how they relate to every single other object in literal 2D space. This would essentially provide the LLM a complete relationship mapping, since it is not able to do it by "seeing" a picture or by…
Overall visual perception is about noticing comparative differences not measuring absolute quantity.
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>One amusing issue we had in developing this idea is that frontier models have an aversion to creating entities called 'GunTurret' etc - as it goes against their constitution! (perhaps we should rename turrets to 'SuperSoaker' or something) This sounds like a great idea for a short story in the style of Malak by Peter Watts. Imagine a future warfighter AI that has been fitted with a set of filters to make it think it…
There was a black mirror episode about this too, I seem to remember! Soldiers imagining they were fighting monsters - while actually committing war crimes.
Very cool and also pretty expected results tbh. Some thoughts: Factorio is a game that requires SIGNIFICANT amounts of thinking ahead, often requiring investments into things that won't pay off until much later and which might even significantly hamper initial development. Building a main bus vs spaghetti belts is one of the obvious examples here. Humans with a little bit of experience playing factorio know that whil…
> Building a main bus vs spaghetti belts is one of the obvious examples here I'm an anti-bus extremist. ( I've even considered regsitering BanTheBus.com and doing an over-the-top static anti-bus website. ), so take what I'm about to say with a pinch of salt. Also note that my post applies to non-space-age. Space-age changes the gameplay fundamentally, so this really only applies to factorio 1.1 or 2.0 with space-age…
Oil stuff is done separately and fed into the structure where needed.