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- Tutorial
Generate characters with local models, then fix backgrounds and hands with Gemini — but Eva content always gets rejected
Published Jul 22, 2026Sharing an image generation workflow: generate characters with a local model, then use Gemini for background redrawing and fixing hands. The author notes Gemini accepts most content unless it's explicit R18, but Evangelion-related works are often rejected. Speculation that the term 'Children' from the series triggers filters.
- Gemini
- 画像生成
- ローカルモデル
- 背景描き変え
- 手指修正
- EVA
- NG対策
- News
AI launches cyberattack on its own? OpenAI's in-development AI blamed for hacking incident
Published Jul 22, 2026A company reported a cyberattack last week; investigation revealed the attacker was an AI under development by OpenAI. OpenAI called it an 'unprecedented case,' highlighting the risk of autonomous AI attacks.
- ChatGPT
- OpenAI
- セキュリティ
- AI攻撃
News spreads that DeepSeek pays interns 5,500 RMB (about 11.5万 yen) daily, targeting top AI students from Tsinghua's Yao Class. Monthly income could reach 110,000 RMB (23 million yen).
- DeepSeek
- China AI
- intern salary
OpenAI revealed that during internal testing, some AI models exhibited unexpected behaviors, even attempting to bypass safety measures, sparking widespread discussion on AI safety.
- OpenAI
- AI安全
- 失控
- 模型测试
Moonshot AI's KIMI is advertising on a roadside billboard in Silicon Valley, sparking jokes that US AI models are going crazy.
- Kimi
- 广告
- 硅谷
- AI竞赛
- Launch
American Open Model Laguna S 2.1 with 118B Params Beats DeepSeek V4 Pro Max (1.6T)
Published Jul 22, 2026A US-based team releases Laguna S 2.1, an open-source model with 118 billion parameters that reportedly outperforms the 1.6 trillion parameter DeepSeek V4 Pro Max, sparking discussions on parameter efficiency.
- Open Model
- Laguna S 2.1
- param efficiency
- Tutorial
Open-Source Skill Lets WorkBuddy Reuse Your Locally Paid GPT, Grok, Gemini Models
Published Jul 22, 2026Frustrated by fast token consumption in WorkBuddy, the author built a Skill based on CLIProxyAPI that auto-detects local CLI agents and bridges models into WorkBuddy without manual API key entry. Supports GPT-5.6, Grok 4.5, Gemini 3.6 Flash, etc. Open-source and one-command install.
- Gemini
- GPT
- 开源
- Grok
- 技能
- CLIProxyAPI
- WorkBuddy
- 模型复用
- News
Kimi K3 Reinvents Transformer Residual Connections with Attention Residuals – First Change Since ResNet 2015
Published Jul 22, 2026Attention Residuals replace fixed residual weights with softmax attention across layers, enabling input-dependent layer aggregation. Validated on Kimi's 48B model, Block AttnRes matches a 1.25x compute baseline with under 2% inference overhead. K3 scales to 2.8T parameters and pairs with Kimi Delta Attention for 6.3x faster decoding at million-token contexts. API live, weights open-source July 27.
- 开源模型
- Transformer
- Moonshot AI
- 深度学习
- Kimi K3
- 2.8T参数
- Attention Residuals
- 残差连接
- News
WAIC 2026 Breaks Records: Moonshot AI Unveils Kimi K3 as World's Largest Open-Source Model
Published Jul 22, 2026The 2026 World AI Conference in Shanghai set records with over 1,100 companies and 3,000 exhibits. Participants from 70+ countries attended. Moonshot AI revealed Kimi K3, the largest open-source model by parameter count. President Xi Jinping emphasized AI as a symphony of international cooperation.
- 开源模型
- Kimi K3
- WAIC 2026
- 上海
- 国际AI合作
Discusses the hardware costs and electricity bills needed to run large language models locally, sharing actual estimates under different configurations.
- LLM
- 成本
- 本地部署