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> > > Fran Sans 是受旧金山 Muni Breda 3×5 分段目的地显示屏启发，用可复用模块重构出三种风格并保留显示器的不完美细节。 > Shai-Hulud 恶意蠕虫伪装 Bun 运行时注入 preinstall 脚本感染 300+ npm 包，窃取凭证并自我复制到数万仓库。 > X 推出账号“国家归属地”功能后发现大量自称美国的政治账号实为海外操控，暴露身份真实性与外国干预问题。 > 爱荷华城试行免费公交后公交客流上升、驾车里程与尾气排放下降，交通与空气质量改善但长期可持续性存疑。 > macOS Tahoe 原生支持通过 Secure Enclave 生成与管理需 Touch ID 的 SSH 密钥，增强安全性但存在备份与社工风险。 > µcad 是一门开源专用编程语言，用于生成
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机器之心发布 机器之心编辑部 2025 年，AIGC 热度再冲新高：从社交头像、电商海报到影视分镜，AI 生成内容已全面渗透日常创作。在这股浪潮中，Nano Banana、Qwen Edit 等通用图像编辑大模型功能强大，涵盖了广泛的图像编辑场景。特别是最新爆火的 Nano Banana Pro 能将文字指令转化为高精度图像，精准呈现复杂场景。但是上述图像编辑大模型在一些细分领域的表现仍有不足，并且用于简单任务性价比不高。 上海交通大学牛力团队自 2018 年底起便投身于图像合成（image composition）领域的研究。图像合成或者物体插入（object insertion），在 AIGC 社区中也被称为融图，是图像编辑领域的常用操作。基础用法是将一个前景物体插入到一张背景图片中，得到一张合成图。然而，通过简单的剪切粘贴得到的合成图往往存在很多问题，例如边缘出现锯齿状伪影、光照不和谐、缺失阴影和反光、透视角度不合理等。图像合成领域的研究工作致力于解决上述问题，将不同图片的元素有机融合，实现逼真的合成效果。 从
🏆基座模型 ①项目：Fara ★Fara是微软推出的首个专为计算机使用设计的小型语言模型（SLM），具有7亿参数。作为一款超紧凑的计算机使用Agent（CUA），Fara-7B在其体积类别中实现了最先进的性能，并与更大、更耗资源的Agent系统竞争。该模型采用多模态解码器架构，能够处理图像（截图）和文本上下文，直接预测带有具体参数的思维和行动。Fara-7B专注于在网页上执行高层次用户任务，如预订餐厅、申请工作、规划旅行和购物清单。 ☆一键收藏： https://sota.jiqizhixin.com/project/fara ②项目：Hypnos-i1 ★Hypnos-i1-8B 是一个基于 Nous Hermes 3 (Llama 3.1 8B) 的专用推理模型，旨在在复杂逻辑、连锁思维推理和数学问题解决方面表现出色。该项目是混合量子-经典机器学习的独特实验。与标准微调不同，Hypnos i1 使用由 IBM Quantum Heron 处理器生成的真实熵数据进行训练，
** TestSprite has already attracted 40,000 global developers and secured a total of $8.1M in funding from top North American venture funds. Founded by a team with Amazon and Google backgrounds, it operates on a dual-engine approach — Coding Agent × Testing Agent. In the past two years, coding has changed
🚀 Highlights of the Week > Key Topics: > - Valdi – Snapchat’s TypeScript-based cross-platform UI framework for iOS, Android, and macOS > - Sourcemaps – Full guide from development to production > - Angular 21+ – Major new features > - Prisma ORM v7 – Migration from Rust to TypeScript --- 🎙 Front-End Fire
spipm/Depixelization_poc GitHub Repository Stars: 2.8k License: NOASSERTION Depixelization_poc is a proof-of-concept project for restoring plain text from pixelated screenshots. Key Features * Targeted Processing for images pixelated with a linear box filter. * Search Image Matching: Compares input images with prepared search images (including De Bruijn sequences and
The Astonishing Rise of an AI Startup: Infinite Reality’s Billion-Dollar Valuation and Mysterious Funding Legal and financial professionals define “explosive exposure” (“financial bombshell”) as actions where concealing the true business situation, falsifying finances, or committing fraud causes significant losses to investors. In early 2025, a little-known tech startup named
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The Overwhelmed Shopper Problem Ever wanted to buy something, only to end up mentally exhausted after hours of research? You read 20–30 posts on Rednote (Xiaohongshu), watch a dozen Bilibili reviews, check “What’s Worth Buying” discount channels… and finally give up, buying nothing. --- A New Unified Entry
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# Rethinking Databases for the AI Era To **free AI developers from the burden of complex data infrastructure** and let them focus on algorithms and application logic, a **new kind of database** is needed — one designed for agility, lightness, and rapid iteration. 
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Google vs Anthropic — The Battle for AI Supremacy Last week, Google delivered a crushing blow to its rivals with Gemini 3 Pro, achieving indisputable state-of-the-art (SOTA) results in programming, mathematics, and reasoning. With competition stiff and the field cornered, the question became: Who will flip the table first? Today, Anthropic
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Contents * Agent Overview * Core Evolution and Key Modules of Agents * Building an Agent Based on a Large Model (Developer’s Perspective) * Evaluating an Agent --- Introduction: From Data to Decision‑Making When data can think and code can make autonomous decisions, we shift from ordinary workflows to Agentic AI. But
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Node.js v20.19.6 "Iron" (LTS) — Release Notes Author: Marco Ippolito Release date: 2025-11-25 --- 📌 Notable Changes * [6277910a15] crypto: Updated root certificates to NSS 3.114 (Node.js GitHub Bot) — #59571 * [082e50d4a2] docs: Updated instructions on verifying releases (Antoine du Hamel) — #59113 * [db68cec4cb] docs: Deprecated HTTP/2