LLM批评者们是对的。但我依然在使用LLM
尽管LLM批评者们指出的问题——如准确性不足、环境影响、缺乏创造力等——确实存在且有道理,但作者认为这些工具在实际工作中仍然带来了显著的效率和生产力提升。文章探讨了在承认LLM局限性的同时,如何理性、有选择地将其作为辅助工具使用,而不是盲目崇拜或完全否定。
尽管LLM批评者们指出的问题——如准确性不足、环境影响、缺乏创造力等——确实存在且有道理,但作者认为这些工具在实际工作中仍然带来了显著的效率和生产力提升。文章探讨了在承认LLM局限性的同时,如何理性、有选择地将其作为辅助工具使用,而不是盲目崇拜或完全否定。
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.