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The entry of artificial intelligence into the field of virus design; the new capability of large genome models

Aidanix Team3 minAugust 8, 2026
The entry of artificial intelligence into the field of virus design; the new capability of large genome models

Until now, a major portion of artificial intelligence activities in the field of biology had focused on protein design, as proteins are primarily responsible for cellular structure and vital chemical reactions. However, a new generation of technology known as "Large Genome Models" (LGMs) has shown that AI can go beyond proteins and work directly with DNA codes.

Large Genome Models, trained on trillions of base pairs, had previously proven their ability to reconstruct complex gene structures and encode functional proteins in bacteria. Now, researchers at Stanford University have used these models to generate the complete genomes of viruses that infect bacteria.

Although the AI-generated viruses closely resemble those found in nature, they possess distinct characteristics whose evolution in nature would not be easily possible. Researchers warn that this scientific achievement highlights the necessity of considering measures to counter potential risks, as versions of this AI might be developed in the future that possess the capability to design targeted viruses for vertebrates and humans.

مدل بزرگ ژنومهوش مصنوعی در زیست شناسیطراحی ویروسمهندسی ژنتیکایمنی زیستی
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**Translation** Claude users found ways to bypass the limitations of biological weapons. **Reasoning** 1. **Identify the source language** – The original sentence is in Persian (fa). 2. **Parse the sentence** – - “کاربران Claude” → “Claude users” - “راه‌های دور زدن” → “ways to bypass” or “ways to circumvent” - “محدودیت‌های سلاح‌های بیولوژیکی” → “the limitations of biological weapons” - “را یافتند” → “found” (past tense). 3. **Construct the English sentence** – Arrange the components in natural English order while preserving the original meaning: subject (Claude users) + verb (found) + object (ways to bypass the limitations of biological weapons). 4. **Finalize** – The resulting translation is concise, accurate, and reflects the meaning of the Persian source.**Translation** A Comprehensive Guide to Fine-Tuning AI Agent: Four Key Points **Reasoning and Explanation** 1. **Understanding the Prompt** - The original Persian sentence is a title: “راهنمای جامع تنظیم دقیق هوش مصنوعی عامل‌محور: چهار نکته کلیدی”. - It consists of two main parts separated by a colon: “راهنمای جامع تنظیم دقیق هوش مصنوعی عامل‌محور” (the main title) and “چهار نکته کلیدی” (the subtitle). 2. **Word‑by‑Word Mapping** - **راهنمای جامع** → “A Comprehensive Guide” (راهنما = guide, جامع = comprehensive). - **تنظیم دقیق** → “Fine‑Tuning” (تنظیم = setting/adjustment, دقیق = precise/fine). - **هوش مصنوعی** → “Artificial Intelligence” (standard translation). - **عامل‌محور** → “Agent‑based” or “Agent‑oriented”. In the context of AI, “agent‑based” is the idiomatic term, so we use “AI Agent”. - **چهار نکته کلیدی** → “Four Key Points” (چهار = four, نکته = point, کلیدی = key). 3. **Syntactic Re‑ordering for Natural English** - Persian places the descriptive phrase before the noun, while English typically places the noun first. - The phrase “AI Agent” is treated as a compound noun, so “Fine‑Tuning AI Agent” becomes “Fine‑Tuning AI Agent”. - The subtitle follows the colon, mirroring English title conventions. 4. **Final Assembly** - Combine the translated components while preserving the colon separator used in the original title. - Result: “A Comprehensive Guide to Fine‑Tuning AI Agent: Four Key Points”. The translation captures the meaning, tone, and structure of the original Persian title while conforming to natural English phrasing.OpenAI officials exposed sandbox escape methods on a public wiki
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