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지능1. Claude Fable 5.1 (max with fallback) 100 pt2. Claude Fable 5 (with fallback) 96 pt3. Claude Opus 5 (max) 95 pt4. GPT-6 Astra (max) 95 pt5. GPT-5.6 Sol (max) 91 pt코딩1. Claude Fable 5.1 (max) 100 pt2. Claude Opus 5 (xhigh) 94 pt3. GPT-6 Astra (max) 91 pt4. Muse Spark 1.3 (xhigh) 81 pt5. Grok 4.5 (high) 81 pt이미지1. GPT Image 2 (high) 100 pt2. MAI-Image-2.6 93 pt3. GPT Image 1.5 (high) 91 pt4. Reve 2.1 88 pt5. Muse Image 85 pt비디오1. Gemini Omni Flash 100 pt2. Minimax H3 Max (post-trained by fal) 94 pt3. Dreamina Seedance 2.0 720p 91 pt4. Wan 3.0 85 pt5. gemini-omni-1.1-flash 85 pt가격1. Claude Fable 5.1 (max with fallback) 100 pt2. GPT-6 Astra (max) 100 pt3. Claude Fable 5 (with fallback) 100 pt4. Claude Opus 5 (max) 49 pt5. GPT-5.6 Sol (max) 39 pt속도1. Gemini 3.5 Flash-Lite 100 pt2. Gemini 3.8 Flash (high) 94 pt3. Muse Spark 1.3 (max) 48 pt4. gpt-oss-120b (high) 43 pt5. GPT-5.6 Luna (max) 28 pt

AI News

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

Flue Aims to Standardize AI Agents With a Headless TypeScript Framework

Flue Aims to Standardize AI Agents With a Headless TypeScript Framework

Flue is a TypeScript framework for building headless AI agents. It replaces heavy containers with a lightweight sandbox architecture. The fr

George Hotz Warns AI Coding Agents Are Software’s Most Expensive Mistake

George Hotz Warns AI Coding Agents Are Software’s Most Expensive Mistake

George Hotz argues AI agents mimic code patterns without solving real problems. He claims current AI coding tools prioritize statistical out

AI Washing: The Growing Gap Between Automation and Intelligence

AI Washing: The Growing Gap Between Automation and Intelligence

Companies are rebranding simple automation as AI to attract market interest. PR professionals and journalists are reacting with increasing c

The Claude Architecture Trap: Why AI Designers Can't Say No

The Claude Architecture Trap: Why AI Designers Can't Say No

Claude is increasingly acting as an AI architect for software projects. These models prioritize plausible patterns over real-world constrain

The 23-Minute Security Gap Plaguing Google Cloud API Keys

The 23-Minute Security Gap Plaguing Google Cloud API Keys

Google Cloud API keys remain active for 23 minutes after deletion. Maps API keys granted unauthorized access to Gemini AI models. Attack spe

arXivLabs Framework Turns the Preprint Server Into an Open Platform

arXivLabs Framework Turns the Preprint Server Into an Open Platform

arXiv launched the arXivLabs framework for community-led feature development. External collaborators can now build and deploy tools directly

DeepSeek reasonix: The Native Coding Agent Solving the Token Bottleneck

DeepSeek reasonix: The Native Coding Agent Solving the Token Bottleneck

DeepSeek released reasonix as a native coding agent with high caching efficiency. The V4 Pro model price discounts have been made permanent

AI Agents and the Rise of Invisible Infrastructure Failures

AI Agents and the Rise of Invisible Infrastructure Failures

AI agents are triggering systemic infrastructure failures due to outdated context. Gartner predicts 40% of agent projects will fail without

Amazon Bee AI Wearable: High-Utility Minutes Meet High-Risk Permissions

Amazon Bee AI Wearable: High-Utility Minutes Meet High-Risk Permissions

Amazon's Bee wearable records and summarizes real-time conversations. The device requires extensive access to personal and health data. User

Hancom AI Agent Integrates With LG ChatEXAONE for Public Sector Push

Hancom AI Agent Integrates With LG ChatEXAONE for Public Sector Push

Hancom is integrating its AI agents into LG's ChatEXAONE platform. The partnership targets both public and private AI service markets. The c

Google's IBM-ification: The Trust Collapse of GCP and Android

Google's IBM-ification: The Trust Collapse of GCP and Android

Google faces a systemic crisis of trust across GCP, Android, and Search. Automated systems and closed ecosystems are alienating power users.

AI Model Idle Simulates the High-Stakes Chaos of AI Company Management

AI Model Idle Simulates the High-Stakes Chaos of AI Company Management

AI Model Idle simulates the lifecycle of an AI company through idle mechanics. The game features 25 probabilistic crises and a high-risk emp

Solving the Memory Bottleneck That Idles 312 TFLOPS GPUs

Solving the Memory Bottleneck That Idles 312 TFLOPS GPUs

GPU compute power is growing faster than memory bandwidth. Non-matrix multiplication operations cause severe performance drops. Optimization

The 62% Usage Spike Behind IBM and Ferrari's AI Fan App

The 62% Usage Spike Behind IBM and Ferrari's AI Fan App

IBM and Scuderia Ferrari HP launched an AI-powered fan engagement app. Weekend usage increased by 62% through a shift toward data storytelli

How pi-web Brings CLI Coding Agents to Mobile Browsers

How pi-web Brings CLI Coding Agents to Mobile Browsers

The pi-web project migrates CLI-based coding agents to the web browser. Users gain full file management and shell control on mobile devices.

Why Claude Code Automation Collapsed 7 Blogs Into One

Why Claude Code Automation Collapsed 7 Blogs Into One

A developer used Claude Code to fully automate seven blogs for two months. Anti-bot systems and generic content led to zero traffic and high

TalkMode: The macOS AI Agent That Controls Your CLI With Your Eyes

TalkMode: The macOS AI Agent That Controls Your CLI With Your Eyes

TalkMode introduces a low-latency AI voice agent for macOS. The system integrates gaze tracking and CLI control for developers. It shifts AI

The DRAM Shock: How AI Servers Are Draining Consumer Memory Supplies

The DRAM Shock: How AI Servers Are Draining Consumer Memory Supplies

LPDDR4 and LPDDR5 prices surged by 250% and 220% respectively since 2025. HBM production now consumes silicon wafers at three times the rate

How Google and DeepSeek Are Shrinking KV Cache to Scale AI Context

How Google and DeepSeek Are Shrinking KV Cache to Scale AI Context

Google and DeepSeek are redesigning transformer architectures to slash memory usage. New techniques like cross-layer KV sharing and manifold

Models.dev Open-Sources a Unified Database for AI Model Specs and Pricing

Models.dev Open-Sources a Unified Database for AI Model Specs and Pricing

SST released Models.dev as an open-source database for AI model specs. The system uses TOML files and GitHub Actions to ensure data integrit

Why Matt Perry's 160-Issue Q1 Proves Vibe Coding Is a Dead End

Why Matt Perry's 160-Issue Q1 Proves Vibe Coding Is a Dead End

Matt Perry solved 160 issues in Q1 using AI and deep domain expertise. Vibe coding fails at scale due to a lack of holistic architectural de

The AI Monetization Gap: Why High Benchmarks Don't Equal High Profit

The AI Monetization Gap: Why High Benchmarks Don't Equal High Profit

AI infrastructure costs are currently outpacing corporate revenue growth. Technical benchmarks fail to correlate with actual financial ROI.

The LLM Copy-Paste Habit That Erases Your Professional Expertise

The LLM Copy-Paste Habit That Erases Your Professional Expertise

Copy-pasting LLM responses signals a lack of professional effort. AI outputs should be treated as rough drafts for human editing. True exper

Why Microsoft Canceled Claude Code Licenses as AI Costs Outpace Labor

Why Microsoft Canceled Claude Code Licenses as AI Costs Outpace Labor

Microsoft revoked Claude Code licenses to curb surging operational expenses. Uber exhausted its 2026 AI coding budget in only four months of

DeepSeek V4 Pro Slashes API Costs by 75% to Accelerate AI Price War

DeepSeek V4 Pro Slashes API Costs by 75% to Accelerate AI Price War

DeepSeek officially reduced V4 Pro API pricing by 75 percent. Input cache hit costs dropped by 90 percent to aid RAG systems. The company co

The CARR Gap: How AI Startups Inflate ARR to Fool Investors

The CARR Gap: How AI Startups Inflate ARR to Fool Investors

AI startups are inflating revenue by reporting Committed ARR as actual ARR. Some companies report figures 70% higher than their actual reali

Anthropic Acquires Stainless for $300M to Automate Developer SDKs

Anthropic Acquires Stainless for $300M to Automate Developer SDKs

Anthropic has acquired SDK startup Stainless for $300 million this week. The deal aims to automate API integration for developers using Clau

Tencent Hy-MT2: The 440MB Model Challenging Commercial Translation APIs

Tencent Hy-MT2: The 440MB Model Challenging Commercial Translation APIs

Tencent released the Hy-MT2 series of instruction-following translation models. The 1.8B model uses 1.25-bit quantization to fit into 440MB

CODA: The GEMM-Epilogue Framework Accelerating Transformer Inference

CODA: The GEMM-Epilogue Framework Accelerating Transformer Inference

arXivLabs introduced CODA to optimize Transformer block operations. The framework merges GEMM and Epilogue to reduce memory bottlenecks. Thi

DCI Technology Bypasses Vector Databases for Direct Terminal Search

DCI Technology Bypasses Vector Databases for Direct Terminal Search

Researchers introduced Direct Corpus Interaction to replace RAG systems. DCI agents use standard terminal tools to query raw data in real-ti