Discussion: if frontier labs keep models internal, do open weights still have a path forward?
PykeTheTitan · reddit · 2026-08-21
A developer posted a discussion on the future of open-weight models. After getting access to GPT 5.6 sol and Opus 5 last week, they feel so productive on work and side projects that they're not dying for a new frontier release — though they still want acceleration overall.
The core observation: OpenAI and Anthropic seem aware that Chinese companies replicate their frontier models soon after release, so they may keep development internal for a while — whether due to genuine security concerns (the poster is inclined to believe this given the Hugging Face incident), marketing hype, or combating distillation.
The question posed to the community: will open-weight capabilities always depend on top US labs releasing the best models first, which are then used to produce replicas?
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