x.com/scaling01/status/2075269113488789984
1 correction found
OpenAI says GPT-5.6-Sol autonomously post-trained GPT-5.6-Luna
OpenAI’s materials do not say Sol post-trained Luna. They describe Sol and Luna as separate GPT-5.6 sibling models, and the “autonomous post-training” evaluation in the GPT-5.6 system card is about improving open-source base models like Qwen3 and SmolLM3—not GPT-5.6 Luna.
Full reasoning
OpenAI’s official documentation describes GPT-5.6 Sol and GPT-5.6 Luna as separate members of the same GPT-5.6 family, not as one model post-training the other.
- The GPT-5.6 system card says: “GPT-5.6 is a new family of three models: Sol, our new flagship model; Terra, a capable lower-cost option; and Luna, our fastest and most cost-efficient model.”
- The Sol model page says “GPT-5.6 Sol is the frontier model in the GPT-5.6 family.”
- The Luna model page says “GPT-5.6 Luna is designed for cost-sensitive, high-volume workloads” and that it corresponds to the earlier nano tier.
The likely source of confusion is OpenAI’s PostTrainBench Lite evaluation in the GPT-5.6 system card. But that section does not say Sol post-trained Luna. It explicitly says the benchmark tests a model’s ability to improve “an open-source base model” and lists the actual base models used: Qwen3-4B-Base, Qwen3-1.7B-Base, and SmolLM3-3B-Base. Those are open-source benchmark tasks, not GPT-5.6 Luna.
So the post incorrectly attributes a claim to OpenAI. OpenAI said Sol can improve open-source base models in a benchmark setting; OpenAI did not say GPT-5.6 Sol autonomously post-trained GPT-5.6 Luna.
3 sources
- GPT-5.6 Sol Model | OpenAI API
GPT-5.6 Sol is the frontier model in the GPT-5.6 family.
- GPT-5.6 System Card - OpenAI Deployment Safety Hub
GPT-5.6 is a new family of three models: Sol, our new flagship model; Terra, a capable lower-cost option; and Luna, our fastest and most cost-efficient model. ... PostTrainBench Lite evaluates an agent’s ability to improve an open-source base model on a target benchmark. ... The evaluation covers ... {Qwen3-4B-Base, Qwen3-1.7B-Base, SmolLM3-3B-Base}.
- GPT-5.6 Luna Model | OpenAI API
GPT-5.6 Luna is designed for cost-sensitive, high-volume workloads. It roughly corresponds to the nano model tier used in earlier GPT-5 families.