Latest AI News & Analysis
AX BRIEF is an independent AI media outlet. We analyze global AI industry developments through an editorial lens — focused on AI agents, foundation models, and benchmarks in both Korean and English.
Google's TabFM 1.0.0 Brings Zero-Shot Learning to Tabular Data
Google Research released TabFM 1.0.0 for zero-shot tabular data analysis. The model outperforms tuned GBDT models on 51 TabArena datasets. T
Why the Honcho Codex Adapter Swaps API Costs for Subscriptions
A new Codex adapter for Honcho replaces token-based API billing with subscription quotas. The system integrates local BGE-M3 embeddings via
LLM Wiki Cuts Multi-Agent Token Waste With Newsroom Architecture
LLM Wiki introduces a newsroom structure to reduce token waste. The system isolates judgment roles from writing roles to prevent bloat. It r
Safari MCP Server Gives AI Agents Direct Browser Rendering Access
Safari Technology Preview 247 introduces a built-in MCP server. AI agents can now access the DOM and network logs directly. Developers no lo
AMD MI355X Delivers 80% of B200 Performance at 2.75x Lower Cost
AMD MI355X provides 80% of B200 performance at a 2.75x lower cost. Software optimizations in sglang enable high throughput for GLM-5.2. MXFP
Why Did GPT-5.5 Stop Reasoning at Exactly 516 Tokens?
GPT-5.5 shows abnormal reasoning token clustering at 516, 1034, and 1552. Data suggests an artificial reasoning budget is truncating complex
Why Google Workspace Reimagined the Declaration of Independence With Gemini
Google released an AI-generated ad reimagining the Declaration of Independence. The campaign positions Gemini as an integrated layer across
Unanimous AI Scales Collective Intelligence via Thinkscape Platform
Unanimous AI used Thinkscape to reach a consensus among 277 people. The platform employs AI swarms to facilitate hyper-communication. This s
Midjourney Demands Disney and Warner Bros Reveal Internal AI Usage
Midjourney faces copyright lawsuits from Disney, Universal, and Warner Bros. The studios claim the AI illegally reproduces iconic characters
Why Mistral AI is Adopting the Palantir Playbook for Sovereign AI
Mistral AI is scaling its ARR from $20 million to a projected $1 billion. The company is investing $4.56 billion in European data center inf
Beyond Prompting: The 6-Level Model for AI Agent Autonomy
A new 6-level model defines AI agent autonomy from assistance to orchestration. Data shows humans handle 70% of planning while Claude Code m
retry-now: The Autonomous Coding Agent Solving Context Drift
retry-now is an autonomous coding agent designed for performance optimization. The tool prevents context drift by creating fresh sessions fo
The AI Agent Premise That Failed Mark Zuckerberg and Meta
Mark Zuckerberg admitted Meta's AI agent progress has stalled. Aggressive layoffs were based on a flawed AI replacement premise. Employee tr
Why Alibaba Banned Claude Code Amid Anthropic Distillation Claims
Alibaba banned Claude Code due to concerns over user tracking features. Anthropic claims Alibaba attempted model distillation to boost its A
Claude Fable: Solving the Gap Between Prompt Maps and Code Territories
Claude Fable addresses the gap between prompts and actual codebases. The framework uses a blindspot pass to identify unknown unknowns. Succe
LangChain Loop Engineering: Moving Beyond Model Swapping for AI Agents
LangChain is shifting AI agent focus from model selection to loop engineering. The framework uses RubricMiddleware and LangSmith to automate