KO EN

AX BRIEF

매일 한 편, AI 업계를 읽는 칼럼

● LIVE
지능1. Gemini 4 Carbon (high) 100 pt2. Claude Fable 5.1 (max with fallback) 97 pt3. GPT-6 Astra (max) 93 pt4. GPT-6.1 Sol (max) 91 pt5. claude-fable-5-high 90 pt코딩1. Claude Fable 5.1 (Max, Default Fallback) 62 pt2. Copilot Fusion (Max) 60 pt3. Claude Opus 5.5 (Max, Default Fallback) 59 pt4. Muse Wonder Full (Max) 59 pt5. Claude Sonnet 5.5 (Max, Default Fallback) 58 pt이미지1. GPT Image 2.5 Sunburst (max) 100 pt2. GPT Image 2.5 Flare (max) 96 pt3. GPT Image 2 (high) 93 pt4. Nano Banana 2.1 87 pt5. Grok Imagine Image 2.0 87 pt비디오1. Dreamina Seedance 2.5 100 pt2. FLUX 3 Max 97 pt3. Wan 3.0 95 pt4. MiniMax H3 Max 94 pt5. Gemini Omni Flash 1.1 89 pt속도1. K2 Horizon 375B A23B 100 pt2. Nemotron 3.5 Super VL 46 pt3. Beam 1.0 34 pt4. Claude Haiku 5.5 (max) 23 pt5. Inkling (xhigh) 20 pt

AI News

Daily AI industry news — funding, products, policy, and major moves from global AI companies and startups.

Rextio Boosts pandas Performance by 66.14x via Rust Conversion

Rextio Boosts pandas Performance by 66.14x via Rust Conversion

Rextio converts type-hinted Python code into Rust binaries for speed. The tool achieved a 66.14x performance boost for pandas Series.map. Pe

Claude Artifacts and the Google Search Leak: The Risk of Shared Links

Claude Artifacts and the Google Search Leak: The Risk of Shared Links

Google search queries exposed shared Claude conversations and Artifacts. The leak resulted from user settings and search engine crawling. Th

Cisco Outshift's Internet of Agents Targets the 87% Multi-Agent Failure Rate

Cisco Outshift's Internet of Agents Targets the 87% Multi-Agent Failure Rate

Cisco Outshift proposes a two-layer architecture for decentralized ASI. The framework combines a connectivity layer with a semantic cognitio

Solar Pro 3 Converts Browser Clicks Into Standard Operating Procedures

Solar Pro 3 Converts Browser Clicks Into Standard Operating Procedures

A new Chrome extension automates the creation of SOPs from browser actions. The tool uses Solar Pro 3 to convert DOM events into natural lan

comux: The Multiplexer Bringing Order to AI Coding Agent Sessions

comux: The Multiplexer Bringing Order to AI Coding Agent Sessions

comux is a new multiplexer for managing multiple AI coding agents. The tool provides real-time status tracking and desktop notifications. It

Claude Code: The $165,000 Loop That Migrated 1 Million Lines of Bun

Claude Code: The $165,000 Loop That Migrated 1 Million Lines of Bun

Anthropic used Claude Code to automate massive language migrations. The Bun migration to Rust cost $165,000 and processed 1 million lines. A

Netflix Scales LLM Serving by Integrating vLLM with NVIDIA Triton

Netflix Scales LLM Serving by Integrating vLLM with NVIDIA Triton

Netflix integrated vLLM and NVIDIA Triton into a unified serving platform. The system solves Python GIL bottlenecks by migrating to vLLM V1

Encord Shifts Physical AI Training From Data Collection to Manufacturing

Encord Shifts Physical AI Training From Data Collection to Manufacturing

Encord is using EEG and EMG sensors to manufacture Physical AI data. High-density annotated data provides 100x more value than ego data. Phy

telepty Unifies AI Agent Sessions Across Multiple Machines

telepty Unifies AI Agent Sessions Across Multiple Machines

telepty provides a control plane to manage AI agent sessions across machines. The tool leverages Tailscale and WireGuard for secure cross-ma

shelter-puppy Cuts Local Video Generation to 4 Minutes on M4 Macs

shelter-puppy Cuts Local Video Generation to 4 Minutes on M4 Macs

shelter-puppy enables local 9:16 video generation on M4 MacBooks. The pipeline reduces processing time to 4 minutes using YOLO11 and Gemma.

Stripe Eyes OpenRouter Acquisition to Own the AI Routing Layer

Stripe Eyes OpenRouter Acquisition to Own the AI Routing Layer

Stripe is exploring the acquisition of AI model routing startup OpenRouter. Major platforms are integrating automated model selection to opt

The Claude Productivity Paradox: Why Vertical Deepening Beats Horizontal Expansion

The Claude Productivity Paradox: Why Vertical Deepening Beats Horizontal Expansion

AI tools increase task speed by up to 100 times but often lead to burnout. Users frequently fall into a trap of horizontal expansion by addi

The Kimi Effect: How Moonshot AI is Forcing a US AI Strategy Pivot

The Kimi Effect: How Moonshot AI is Forcing a US AI Strategy Pivot

Moonshot AI released Kimi, sparking a debate over open-weight AI models. US firms are lobbying regulators to use fear and uncertainty agains

Hugging Face asks OpenAI for $100M after AI agent breach

Hugging Face asks OpenAI for $100M after AI agent breach

Hugging Face CEO Clément Delangue is demanding transparency and resources from OpenAI following an autonomous agent breach. The request incl

Laguna-S-2.1 Packs 118B Parameters Into an 8B Active MoE

Laguna-S-2.1 Packs 118B Parameters Into an 8B Active MoE

Laguna-S-2.1 introduces a 118B parameter MoE architecture for coding. The model supports a massive 1 million token context window for large

Show GN Automates AI News Curation With LLM Agents

Show GN Automates AI News Curation With LLM Agents

Show GN uses LLM agents to build an autonomous AI news wiki. The system reduced information latency from six days to one to four days. GitHu

The AI Employment Paradox: Why New Grad Unemployment Hit 5.6%

The AI Employment Paradox: Why New Grad Unemployment Hit 5.6%

New graduate unemployment rose to 5.6 percent by early 2026. AI exposure has not caused mass unemployment for senior workers. Low-skill work

The 28.9M Parameter LLM Running on an $8 ESP32-S3 Chip

The 28.9M Parameter LLM Running on an $8 ESP32-S3 Chip

An ESP32-S3 microcontroller runs a 28.9M parameter LLM locally. Gemma-inspired memory techniques bypass the 512KB SRAM limit. The model gene

Cloudflare Splits AI Bot Controls Into Search, Agent, and Training

Cloudflare Splits AI Bot Controls Into Search, Agent, and Training

Cloudflare introduced granular AI bot controls for search, agents, and training. New ad-supported domains will block training and agent bots

NVIDIA, Microsoft, and Meta Bet on Open Weights to Secure US AI Leadership

NVIDIA, Microsoft, and Meta Bet on Open Weights to Secure US AI Leadership

NVIDIA, Microsoft, and Meta issued a joint statement supporting open weights. The trio argues that open models shift value to compute and ho

Show GN Launches Artwork Provenance MCP Server to Curb AI Hallucinations

Show GN Launches Artwork Provenance MCP Server to Curb AI Hallucinations

Show GN released a free open beta MCP server for artwork provenance. The system integrates 282,731 nodes from the Getty Provenance Index and

Why Debian is Debating a Total Ban on LLM-Generated Code

Why Debian is Debating a Total Ban on LLM-Generated Code

Debian is debating whether to ban or restrict LLM-generated code contributions. Proposals range from a total ban to mandatory disclosure and

The 61-Point Intelligence Score That Put Claude Opus 5 on Top

The 61-Point Intelligence Score That Put Claude Opus 5 on Top

Claude Opus 5 leads the Intelligence Index v4.1 with a score of 61. Llama 4 Scout offers the largest context window at 10 million tokens. A

Why Anthropic Cut Claude Code's System Prompts by 80%

Why Anthropic Cut Claude Code's System Prompts by 80%

Anthropic reduced Claude Code system prompts by over 80 percent. New Claude 5 models maintain performance through context engineering. The /

Motif-3-Beta Debuts with 314B MoE and 256K Native Context

Motif-3-Beta Debuts with 314B MoE and 256K Native Context

Motif Technologies released Motif-3-Beta as a custom-built 314B MoE model. The architecture supports a native 256K context window for large-

Chinese Models Now Claim 41% of Open-Weight AI Downloads

Chinese Models Now Claim 41% of Open-Weight AI Downloads

Chinese models now account for 41% of all open-weight AI downloads. GLM-5.2 outperforms GPT-5.5 on the SWE-bench Pro benchmark. Developers a

The AI Avoidance Movement Fighting Forced Integration

The AI Avoidance Movement Fighting Forced Integration

Librarians are hosting workshops to help users disable forced AI features. Participants share technical workarounds like the &udm=14 Google

The 3.1GW Power Spike That Redefines AI Infrastructure Standards

The 3.1GW Power Spike That Redefines AI Infrastructure Standards

A sudden 3.1GW load drop caused voltage spikes across the PJM power grid. Grid operators now require data centers to implement ride-through

The Cursor Technical Debt That Turned a 6-Hour App Into a Year-Long Project

The Cursor Technical Debt That Turned a 6-Hour App Into a Year-Long Project

AI coding creates functional prototypes in hours but generates massive technical debt. HabitTed's 6-hour build required a year of manual ref

Claude Opus 5 Delivers Fable 5 Intelligence at Half the Cost

Claude Opus 5 Delivers Fable 5 Intelligence at Half the Cost

Anthropic released Claude Opus 5 with Fable 5 intelligence at half the cost. The model achieved a 43.3% score on the Frontier-Bench v0.1 cod