For safety fine-tuning, we developed a dataset covering both standard and India-specific risk scenarios. This effort was guided by a unified taxonomy and an internal model specification inspired by public frontier model constitutions. To surface and address challenging failure modes, the dataset was further augmented with adversarial and jailbreak-style prompts mined through automated red-teaming. These prompts were paired with policy-aligned, safe completions for supervised training.
This is the theme of Pieced Together, a quiet, charming narrative game about best pals Connie and Beth, who meet at school in the 1990s and form an immediate, seemingly inseparable bond. Through the ingenious medium of an interactive scrapbook, we play as Connie, glueing in photos, notes and memories of her friend after years of separation. The game begins with several attempts to write Beth a letter, before we cut-out, stick and sort the story of their lives together.
。业内人士推荐新收录的资料作为进阶阅读
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At the opposite end of the spectrum are local smart home frameworks that require more technical knowledge but offer absolute control. Platforms like Home Assistant have improved their AI features immensely over the last year, letting users connect their homes to local large language models (like Ollama) or plug in API keys for cloud models. Paired with dedicated voice hardware, the AI can execute highly specific spatial commands, recognizing exactly which room you're in and adjusting only the relevant devices. While the initial setup is much more hands-on than mainstream alternatives, the ability to avoid corporate ecosystems altogether makes this approach a top choice for privacy-conscious users.
这个设备挺烂的到手之后用了一阵子，产生了一种相当复杂的感受：挺好，但是活整得挺烂。