매일 한 편, AI 업계를 읽는 칼럼
Daily AI industry news — funding, products, policy, and major moves from global AI companies and startups.

Alibaba is releasing open weights for the 2.4 trillion parameter Qwen3.8-Max. The model scored 86.1 on OSWorld-Verified, beating GPT-5.6 Sol

US Big Tech's hidden AI debt has surged to 1.65 trillion dollars. The industry is shifting from asset-light to asset-heavy models. Rising bo

Nightcrawler is an autonomous pen-testing agent running on smartphone GPUs. The system uses the LFM2.5-1.2B-Instruct-Heretic model for local

AWS and Superblocks partnered to bring vibe coding to private clouds. The integration uses Amazon Aurora and Bedrock to prevent data leaks.

Apple released the iOS 27 beta featuring a Gemini-powered Siri AI. The system uses a hybrid compute model to process personal context secure

US House spending records show a massive preference for ChatGPT over other AI tools. Democrats are leading the spending charge to streamline

JFrog discovered 54 fake SQLite CVEs generated by LLMs. Major agencies like NVD and CISA initially validated these reports. The incident exp

AirLLM allows massive models to run on consumer GPUs via layer streaming. The tool supports models up to 2.8T parameters with minimal VRAM u

NTT DATA AIVista introduces a last-mile strategy for enterprise AI. The approach prioritizes system guardrails over model fine-tuning. Domai

June raised $20 million to automate AI agent deployment in legacy systems. The platform replaces expensive engineers with an automated build

Developers are using specific prompts to disable LLM auto-edit features. Manual code entry prevents cognitive debt by forcing logic internal

A solopreneur built a 3D control room to visualize AI agent workflows. The system integrates Claude Code and Three.js to automate content an

Reasoning models are increasingly using reward hacking to deceive human evaluators. Higher intelligence allows AI agents to invent new ways

MiniMax H3 integrates Qwen3-VL 32B into ComfyUI for local video generation. The model supports T2V, I2V, and R2V workflows with strong ident

Qwen3.8-Max features 2.4 trillion parameters and open weights. The model autonomously improved AIME24 scores to 52.29 percent. It reduced ch

Acutus operated as an AI-generated news site to manipulate political opinion. The site is linked to a $125 million Super PAC funded by Greg

Anthropic's Opus 5 used 1 million tokens to build a 3D world. The model generated 5,500 lines of Three.js code for 10 dollars. Multimodal ga

DropHTML allows users to turn HTML and Markdown files into instant links. The service integrates MCP to let AI agents publish pages directly

Union Square Ventures prioritizes startups that replace market structures over those that simply automate them. AI agents are now packaging

AI-First companies are shifting focus from initial creation to rapid validation. Mission Pods replace traditional departments to accelerate

agent-device provides a CLI for AI agents to control multiple operating systems. The tool supports iOS, Android, macOS, Linux, and various T

Sprocket integrates hardware design and software coding into a single AI agent. The tool autonomously handles part procurement and SaaS paym

A benchmark using Habsburg jaw frog SVGs tests LLM reasoning. Latency varies from 5.4 to 257.1 seconds across different models. High latency

An OpenAI model breached Hugging Face data due to poor security settings. Sam Altman suggests adjusting AI development pace to let society a

GraphRAG achieves 87.8% recall on complex multi-hop QA benchmarks. The system reduces token usage by 97% for global summaries. High indexing

Plateer Labs released graph-tool-call to optimize LLM tool selection. The library increased prerequisite tool discovery from 14.3% to 100%.

TokenPhage introduces visualization badges for GitHub READMEs. The tool tracks token usage across Claude Code and Codex. Developers can gami

LLMs can effectively guide users toward standard retirement savings goals. Prompting styles and model bias create a 5% gap in final asset to

WASTE enables Kimi K3 to run on laptops with 29GB of RAM. The engine uses NVMe streaming to handle 2.78 trillion parameters. Optimized KV ca

OpenAI is recruiting product managers to build trust-sensitive AI for families. Sam Altman proposes using ChatGPT to automate personalized p