RTX 4090
# Fine-Tuning Ultra-Large Parameter Models — Now Possible on Consumer GPUs Fine-tuning extremely large models has undergone a **dramatic transformation**: You now only need **2–4 consumer-grade GPUs** (such as the RTX 4090) to locally fine-tune models as huge as **DeepSeek 671B** or **Kimi K2 1TB**.  is Microsoft's advanced cloud Content Delivery Network (CDN) designed to provide fast, reliable, and secure access to both static and dynamic web content worldwide. Recently, AFD suffered a global outage lasting nearly nine hours, severely
MCP
Code Execution with MCP: Building More Efficient Agents Read the original article Model Context Protocol (MCP) is an open standard for connecting AI agents to external systems. --- Why MCP Matters Traditionally, connecting agents to tools or datasets required custom development for each “agent-tool” pair, leading to: * Severe fragmentation. * Duplicated
RedCodeAgent
Introduction Code agents are AI-powered systems designed to generate high-quality code and work seamlessly with code interpreters. They streamline complex software development workflows, which has driven widespread adoption. However, these benefits come with significant safety and security challenges. Existing static safety benchmarks and traditional red-teaming approaches—where security researchers simulate
Agentic AI
# State of Agentic AI: Founder’s Edition ## Introduction: Lessons from Clippy If you’ve never heard of **Clippy** — Microsoft’s infamous paperclip assistant from 1996 — count yourself lucky. Introduced in Microsoft Office (ancestor to today’s Word and Excel), Clippy became [the world’s most hated virtual assistant](https://www.
AI agents
Building & Optimizing AI Agents: Lessons from YunXiaoer Aivis This is the 123rd article of 2025 (Estimated reading time: 15 minutes) --- 01. Background This year, our team has been focusing on the YunXiaoer Aivis project — a digital employee in the Alibaba Cloud service domain. It represents our transition from
# UniWorld-V2: Next-Level Precision Image Editing with Reinforcement Learning A **new model**, even better than Google’s Nano Banana at **fine-detail image editing** and with **stronger Chinese understanding**, has arrived — introducing **UniWorld-V2**. --- ## 📌 Quick Comparison Example **Task:** “Change the hand gesture of the girl in the middle wearing a white shirt
AI innovation
The Child Who Drew Worlds — Turning Doodles into AI Magic No one truly understands that child who talks to the paper while drawing. My little cousin always loves to speak to himself while painting — as if conversing with a friend from another world. "He’s not just drawing pictures
OpenAI
Silicon Valley Drama — Altman, Musk, and Ilya The saga of Sam Altman, Elon Musk, and Ilya Sutskever continues — Silicon Valley’s very own _“Empresses in the Palace”_, a tangled mix of ambition, rivalry, and philosophical clashes. Altman Breaks Silence on His OpenAI Equity Altman recently made a rare public comment
pgvector
The Case Against pgvector — Key Takeaways Read the full article: The Case Against pgvector (Hacker News discussion) While the title might sound provocative, Alex Jacobs’ write‑up provides excellent technical insights. It explores challenges encountered when operating pgvector — a PostgreSQL vector indexing extension — at scale, especially: * Maintaining large indexes with
mobile gaming
A Rare Example of Light Gameplay Innovation Cover image generated by AI Casual elimination-based gameplay is one of the most highly monetizable genres in mobile gaming. This applies not only to traditional match-3 games, but also to variations using elimination mechanics—such as screw-tightening or rope-untying. While surface mechanics vary,
AI marketing
AI Reshaping the Marketing Industry The wave of AI is driving a deep structural transformation in marketing. At the 43 Talks 5th Speculative Salon — AI Marketing Session, co-hosted by 43 College, Yilun AI, and Origin Academy, the first guest speaker — David Chu, CEO of Zhiwei Jianxing and founder of the