Show HN: role-model——面向混合本地/云端AI的路由器
role-model是一个模型路由协议及参考运行时,让消费端应用(如Pi)能通过任务类型、难度、所需能力等元数据与路由器协同,实现更精准的路由决策。它支持本地模型(LM Studio、llama.cpp等)及本地多模型间的路由,并内置基准测试以对比模型的速度、质量和成本表现。其核心理念是通过为不同模型分配领域和角色,推动专业化模型市场的发展,让路由在差异化显著的模型之间发挥最大价值。
role-model是一个模型路由协议及参考运行时,让消费端应用(如Pi)能通过任务类型、难度、所需能力等元数据与路由器协同,实现更精准的路由决策。它支持本地模型(LM Studio、llama.cpp等)及本地多模型间的路由,并内置基准测试以对比模型的速度、质量和成本表现。其核心理念是通过为不同模型分配领域和角色,推动专业化模型市场的发展,让路由在差异化显著的模型之间发挥最大价值。
Max Weinbach says he had early access to OpenAI's new model GPT-5.6 Sol, calling it his favorite model by far. He highlights that it never gives up and will keep reasoning until it's done. OpenAI announced that GPT-5.6 Sol, along with Terra and Luna, will launch publicly on Thursday, with preview access expanding globally now.
The US government ordered Anthropic to suspend access to its Fable 5 and Mythos 5 models for all customers, citing a potential jailbreak technique that involved asking the model to review a codebase for vulnerabilities—a capability Anthropic says is available in other public models. Access was abruptly cut off on June 12.
Andrej Karpathy announces the release of Claude Fable 5, the same underlying model as Mythos but with added safeguards. He calls it a major step forward, particularly for long problem-solving sessions on difficult tasks, and describes it as state-of-the-art on nearly all benchmarks with exceptional performance in software engineering, research, and vision.
Roman Storm warns that the legal theory in his case could set a precedent making open-source developers liable for how others use their code, potentially criminalizing the mere publication of privacy, messaging, or crypto tools. He notes that developer Michael Lewellen cannot publish lawful code due to prosecution fears, and argues this chilling effect extends beyond any single case.
Meta's engineering culture is deteriorating under Mark Zuckerberg and Scale AI CEO Alexandr Wang, who have introduced keyboard tracking, reassignments to data labeling, and AI-centric performance metrics. Critics argue this incentivizes performative AI use, drives away experienced engineers, and contributed to a major Instagram hijacking incident caused by AI-written and AI-reviewed code.