我用"氛围编程"搞了个编程语言,但还是想老老实实学C
作者尝试用AI辅助编写了一门名为Tig的系统编程语言,学到了不少CS和编程知识,但因令牌耗尽且无力支付费用而停滞。他转而通过传统方式——阅读man手册、观看YouTube教程——用纯C语言编写计算器词法分析器,并取得了成功。文章的核心教训是:不要依赖AI,要自己去学编程,虽然过程更漫长、更困难,但成果完全属于自己。
作者尝试用AI辅助编写了一门名为Tig的系统编程语言,学到了不少CS和编程知识,但因令牌耗尽且无力支付费用而停滞。他转而通过传统方式——阅读man手册、观看YouTube教程——用纯C语言编写计算器词法分析器,并取得了成功。文章的核心教训是:不要依赖AI,要自己去学编程,虽然过程更漫长、更困难,但成果完全属于自己。
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.