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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. Muse Spark 1.3 (max) 46 pt3. gpt-oss-120b (high) 41 pt4. GPT-5.6 Luna (max) 26 pt5. GPT-5.6 Terra (max) 23 pt

AI Engineering Blogs

Curated deep insights from tech leaders and researchers — engineering, product, and strategy.

DeepNVIDIA Blackwell Sweeps MLPerf 6.0 With 1.6x Performance Leap

NVIDIA Blackwell Sweeps MLPerf 6.0 With 1.6x Performance Leap

NVIDIA Blackwell swept all seven categories of MLPerf Training 6.0. The GB300 NVL72 delivers up to 1.6x faster training than the GB200. New

Coherent's 6-Inch InP Wafers Solve NVIDIA's Connectivity Bottleneck

Coherent's 6-Inch InP Wafers Solve NVIDIA's Connectivity Bottleneck

Coherent is mass-producing 6-inch InP wafers at its Texas facility. NVIDIA invested 2 billion dollars to secure high-speed optical interconn

Qwen Robot Suite: Alibaba's 3-Layer Architecture for Embodied AI

Qwen Robot Suite: Alibaba's 3-Layer Architecture for Embodied AI

Alibaba unveiled the Qwen Robot Suite to bridge the gap between LLMs and physical AI. The suite ranked first in RoboChallenge with a 45% tas

Amazon Bedrock's InvokeGuardrailChecks API Solves AI Agent Resource Sprawl

Amazon Bedrock's InvokeGuardrailChecks API Solves AI Agent Resource Sprawl

Amazon Bedrock introduced a resourceless API for real-time security checks. The new tool provides numeric risk scores instead of binary bloc

NVIDIA XR AI Turns AR Glasses Into Spatially Aware Agents

NVIDIA XR AI Turns AR Glasses Into Spatially Aware Agents

NVIDIA released XR AI to bring spatially aware agents to AR glasses. The system integrates multimodal perception with enterprise data retrie

İmeceMobil Uses Azure AI to Cut Farm Inspections from 4 Hours to 45 Minutes

İmeceMobil Uses Azure AI to Cut Farm Inspections from 4 Hours to 45 Minutes

İmeceMobil leverages Azure AI and satellite data to optimize crop management. A six-person engineering team supports 150,000 monthly active

DeepSageMaker AI Cuts GenAI Cold Start Latency by 51%

SageMaker AI Cuts GenAI Cold Start Latency by 51%

Amazon SageMaker AI introduced container image caching to reduce cold start latency. The feature cuts instance startup time from 525 seconds

Gemini AI Prototype Slashes UK Housing Permit Processing by 50%

Gemini AI Prototype Slashes UK Housing Permit Processing by 50%

The UK government is using a Gemini AI prototype to speed up housing permits. The system aims to reduce administrative decision times by 50

How OpenAI Uses Deployment Simulation to De-Risk GPT-5

How OpenAI Uses Deployment Simulation to De-Risk GPT-5

OpenAI introduced Deployment Simulation to predict GPT-5 behavior. The system analyzed 1.3 million real conversations to find risks. Risk as

HPE AI Factory Scales to 1 Trillion Parameters via NVIDIA Rubin

HPE AI Factory Scales to 1 Trillion Parameters via NVIDIA Rubin

HPE and NVIDIA are introducing the Vera CPU and Rubin platform for AI agents. The new infrastructure supports models with over 1 trillion pa

The LLM Engineer Skill Stack: Mastering Optimization for 2026

The LLM Engineer Skill Stack: Mastering Optimization for 2026

LLM engineers focus on optimization and serving rather than base training. The 2026 skill stack spans from tool calling to advanced RAG and

DeepOllo Robotics Collapses Robot Dev Cycles With Browser-Based ROS2

Ollo Robotics Collapses Robot Dev Cycles With Browser-Based ROS2

Ollo Robotics launched a browser-based ROS2 platform for robot development. The system enables general software developers to deploy robots

Double Giken DDM: The 10mm Actuator Enabling Motor-in-Finger Design

Double Giken DDM: The 10mm Actuator Enabling Motor-in-Finger Design

Double Giken released the DDM ultra-compact actuator for humanoid hands. The motor-in-finger design reduces D-Hand 5MT weight by 400 grams.

Korea University and KIST Unveil Voltage-Switching Dual-Spectrum Photodetector

Korea University and KIST Unveil Voltage-Switching Dual-Spectrum Photodetector

Korea University and KIST developed a dual-spectrum photodetector using organic and quantum dot materials. The device separates visible and

Why Flexiv's Enlight and MICO Shift Industrial AI Toward Physical Touch

Why Flexiv's Enlight and MICO Shift Industrial AI Toward Physical Touch

Flexiv will launch Enlight and MICO robots on June 15, 2026. These robots feature whole-body touch sensitivity for Physical AI. Tactile feed

Why FRT Robotics is Bringing Physical AI to Battery-Less Exoskeletons

Why FRT Robotics is Bringing Physical AI to Battery-Less Exoskeletons

FRT Robotics is integrating Physical AI into its StepUp NEO wearable robots. The project partners with Lotte to collect real-world logistics

How ASI's Mobius System Bridges the Gap to Full Industrial Automation

How ASI's Mobius System Bridges the Gap to Full Industrial Automation

ASI released a playbook for scaling autonomous off-road vehicles. The Mobius system manages fleet efficiency and safety standards. The strat

Gemma 4 Hits Amazon Bedrock with OpenAI SDK Compatibility

Gemma 4 Hits Amazon Bedrock with OpenAI SDK Compatibility

Google DeepMind's Gemma 4 open-weight models are now available on Amazon Bedrock. The models feature a 256K context window and an OpenAI-com

Strands Evals Automates the Root Cause Analysis of AI Agent Failures

Strands Evals Automates the Root Cause Analysis of AI Agent Failures

Strands Evals introduces a Detector to automate AI agent failure diagnosis. The tool uses a nine-category system to identify root causes of

DeepThe Bedrock AgentCore MicroVM Setup Solving AI Context Bloat

The Bedrock AgentCore MicroVM Setup Solving AI Context Bloat

Amazon Bedrock AgentCore uses MicroVMs to prevent AI context saturation. Parallel sub-agents reduce research time by up to three times. The

Google Commits $1.5 Billion to Expand Alabama AI Data Center Infrastructure

Google Commits $1.5 Billion to Expand Alabama AI Data Center Infrastructure

Google will invest $1.5 billion into its Alabama data center by 2027. The project focuses on self-funded power infrastructure and energy eff

Why KAIST's PIHR Ring Uses Joint-Centric Haptics for Robot Control

Why KAIST's PIHR Ring Uses Joint-Centric Haptics for Robot Control

KAIST developed the PIHR haptic ring for pose-independent guidance. The device uses MCP joint mapping to maintain directional consistency. S

Hyundai Rotem's AI Unmanned Turret Automates the C-UAS Kill Chain

Hyundai Rotem's AI Unmanned Turret Automates the C-UAS Kill Chain

Hyundai Rotem unveiled an AI-powered C-UAS unmanned turret at Eurosatory 2026. The system integrates soft-kill jamming and hard-kill interce

TXR Robotics to Deploy Physical AI in 4.1 Billion KRW Logistics Push

TXR Robotics to Deploy Physical AI in 4.1 Billion KRW Logistics Push

TXR Robotics secured 4.1256 billion KRW to commercialize a Physical AI logistics platform. The project integrates 3D vision and random piece

Petal Surgical Secures $25 Million to Scale Non-Invasive Physical AI Surgery

Petal Surgical Secures $25 Million to Scale Non-Invasive Physical AI Surgery

Petal Surgical raised over $25 million to develop non-invasive robotics. The platform uses millisecond pulse histotripsy to liquefy tumors.

AgiBot and Whale Cloud Launch Nanjing Robot Hub to Scale Physical AI

AgiBot and Whale Cloud Launch Nanjing Robot Hub to Scale Physical AI

AgiBot, Whale Cloud, and Xingong Group established a robot hub in Nanjing. The venture integrates cloud infrastructure with mass production

OpenAI's $150 Million Bet to Close the Enterprise AI Implementation Gap

OpenAI's $150 Million Bet to Close the Enterprise AI Implementation Gap

OpenAI is investing $150 million to build a global partner network. The company aims to certify 300,000 AI consultants by late 2026. This sh

DeepK-Physical AI: South Korea's Strategy to Merge AI Brains with Robotic Bodies

K-Physical AI: South Korea's Strategy to Merge AI Brains with Robotic Bodies

South Korea is launching a unified strategy to integrate AI models with hardware. The K-Physical AI project aims for industrial deployment w

Angel Robotics to Develop 23.5 Billion Won Brain-to-Robot Full-Stack System

Angel Robotics to Develop 23.5 Billion Won Brain-to-Robot Full-Stack System

Angel Robotics is building a Brain-to-Robot system for tetraplegic patients. The project involves a 23.5 billion won investment through 2032

AI Survival Map: Escaping Technological Feudalism in the Age of LLMs

AI Survival Map: Escaping Technological Feudalism in the Age of LLMs

AI Survival Map analyzes the shift toward technological feudalism. The book distinguishes between digital serfs and question capitalists. Su