Llama 3.1 405B

Pathway's 150-million-parameter model neared 30% on ARC-AGI at a ninth of an OpenAI reasoner's token cost

Pathway's preprint reports its post-transformer design nearly matching an entry-level OpenAI reasoner on ARC-AGI-1 while metering far cheaper, which makes this a claim about serving economics rather than capability.