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OpenAI — GPT6 will be about continual learning

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OpenAI — GPT6 will be about continual learning

Anthropic — ???

GDM — pushing context out on smaller models

Chinese labs — hoards of sparse/long attention algos

it seems like everyone is betting on:
1. continual learning
2. that long context enables it
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fwiw the alternatives are:

Thinking Machines — LoRAs

Cartridges — long context but small

memory finetuning — halfway between cartridges & LoRAs
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