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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.

Tech Mahindra and Viam Partner to Scale Enterprise Robot Fleets

Tech Mahindra and Viam Partner to Scale Enterprise Robot Fleets

Tech Mahindra partners with Viam to offer robot fleet management. The collaboration focuses on scaling Physical AI for global enterprises. V

K-Physical AI Alliance 2.0 Targets Full-Stack Technical Independence

K-Physical AI Alliance 2.0 Targets Full-Stack Technical Independence

South Korea launched the 2nd K-Physical AI Alliance for technical independence. The initiative focuses on a full-stack integration of chips

ForwardX Deploys 484 AMRs at Chery Automobile With Zero Downtime

ForwardX Deploys 484 AMRs at Chery Automobile With Zero Downtime

ForwardX deployed 484 AMRs at Chery Automobile's Dalian plant. The installation achieved zero production downtime during deployment. This su

DENSO Targets Cycle Time Optimization With New Robot Lineup at Automate 2026

DENSO Targets Cycle Time Optimization With New Robot Lineup at Automate 2026

DENSO will showcase high-precision robots at Automate 2026 in Chicago. The lineup features 4-axis, 6-axis, and collaborative robot models. T

DeepAURA Foresight Hits XPRIZE Wildfire Finals to Stop Fires in 10 Minutes

AURA Foresight Hits XPRIZE Wildfire Finals to Stop Fires in 10 Minutes

AURA Foresight is one of four finalists in the XPRIZE Wildfire competition. The system uses drone swarms to detect and verify fires within 1

Elmo Titanium and Platinum Lineups Target Extreme Industrial Environments

Elmo Titanium and Platinum Lineups Target Extreme Industrial Environments

Elmo unveiled the Titanium and Platinum lineups at Automate 2026. The new hardware is designed for extreme temperatures and depths. Integrat

Antaira Unveils 30 New Rugged Switches to Secure Industrial Networks

Antaira Unveils 30 New Rugged Switches to Secure Industrial Networks

Antaira will showcase over 30 new rugged Ethernet switches at Automate 2026. The new hardware is designed to withstand extreme industrial te

INA Group Tackles Factory Integration Gaps via Robot Lab Day

INA Group Tackles Factory Integration Gaps via Robot Lab Day

INA Group hosted Robot Lab Day to lower industrial automation barriers. The event showcased a diverse lineup from KOVR to Doosan cobots. Eng

Adobe Marketing Agent and Amazon Quick Solve Campaign Conflicts via MCP

Adobe Marketing Agent and Amazon Quick Solve Campaign Conflicts via MCP

Amazon Quick integrates with Adobe Marketing Agent using the Model Context Protocol. The system reduces campaign analysis time through a ded

Replacing Pandas Loops With These 7 SQL Preprocessing Patterns

Replacing Pandas Loops With These 7 SQL Preprocessing Patterns

Seven advanced SQL patterns can replace complex Python preprocessing loops. Moving data transformation to the database reduces memory overhe

The $1.35 Billion Nasdaq Debut of Einride and the Future of Driverless Freight

The $1.35 Billion Nasdaq Debut of Einride and the Future of Driverless Freight

Einride is pursuing a Nasdaq listing with a valuation of $1.35 billion. The company utilizes its Saga AI operating system to automate freigh

US Industrial Robot Installations Grow 11% as Food Sector Surges

US Industrial Robot Installations Grow 11% as Food Sector Surges

US industrial robot installations grew 11% to 38,000 units in 2025. The food sector saw a 30% surge while automotive demand stagnated. The U

PA-DR Cuts AI Mosaic Leakage to 9.9% Without Sacrificing Performance

PA-DR Cuts AI Mosaic Leakage to 9.9% Without Sacrificing Performance

PA-DR reduces AI agent data leakage to 9.9 percent. Mosaic Leakage occurs when query logs reveal corporate secrets. The system balances task

DeepThe FERC Update That Cuts AI Factory Grid Wait Times by 60 Days

The FERC Update That Cuts AI Factory Grid Wait Times by 60 Days

FERC is fast-tracking grid connections for flexible AI factories. Increased power demand can lower retail electricity costs for residents. N

SageMaker Insights Now Tracks KV Cache and Token Latency

SageMaker Insights Now Tracks KV Cache and Token Latency

Amazon SageMaker AI launched SageMaker Insights for detailed LLM monitoring. The tool tracks 100+ metrics including KV cache pressure and to

NVIDIA Blackwell and the Rise of Autonomous Marketing Infrastructure

NVIDIA Blackwell and the Rise of Autonomous Marketing Infrastructure

NVIDIA Blackwell GPUs are enabling a shift toward autonomous marketing. Causal AI and real-time inference are replacing rule-based ad biddin

Amazon Bedrock AgentCore Harness Collapses Agent Infrastructure Into Two APIs

Amazon Bedrock AgentCore Harness Collapses Agent Infrastructure Into Two APIs

Amazon Bedrock released AgentCore harness to simplify agent deployment. The system replaces complex infrastructure with two simple API calls

The ChatGPT Enterprise Update That Solves AI Cost Opacity

The ChatGPT Enterprise Update That Solves AI Cost Opacity

OpenAI launched credit analysis and spending controls for ChatGPT Enterprise. Admins can now track usage by user, product, and model in one

GPT-5.5 Instant Brings Specialist-Level Health Intelligence to Free Users

GPT-5.5 Instant Brings Specialist-Level Health Intelligence to Free Users

OpenAI released GPT-5.5 Instant with advanced health reasoning capabilities. The model outperformed human doctors in a 3,500-case blind eval

OpenAI o3's Reasoning Layer Solves 18 Previously Unsolved Rare Diseases

OpenAI o3's Reasoning Layer Solves 18 Previously Unsolved Rare Diseases

OpenAI o3 diagnosed 18 unsolved rare disease cases among 376 patients. The model uses an explanation-first reasoning layer to guide experts.

Hugging Face Benchmark Shifts AI Agent Metrics From Answers to Effort

Hugging Face Benchmark Shifts AI Agent Metrics From Answers to Effort

Hugging Face introduced a benchmark to measure AI agent effort. The system tracks tokens and time instead of just final accuracy. New SDK st

RAI to Debut Identity-Driven Brain for Humanoids at WRC 2026

RAI to Debut Identity-Driven Brain for Humanoids at WRC 2026

Dutch AI firm RAI is developing a cognitive brain for humanoid robots. The system integrates memory and identity for long-term development.

DeepFrance’s 1.4GW AI Factory Strategy: Scaling NVIDIA GB200 Infrastructure

France’s 1.4GW AI Factory Strategy: Scaling NVIDIA GB200 Infrastructure

France is building a 1.4GW AI campus to secure national computing sovereignty. The project deploys 18,000 NVIDIA GB200 systems to lower ente

Amazon Quick Adds Autonomous AI Agents and 16 New Integrations

Amazon Quick Adds Autonomous AI Agents and 16 New Integrations

Amazon Quick now allows users to build autonomous AI agents via natural language. Sixteen new connectors bridge data from platforms like Sno

MIGHTY Open-Source System Replaces Six-Figure Drone Software

MIGHTY Open-Source System Replaces Six-Figure Drone Software

MIT and UPenn researchers released MIGHTY for real-time drone trajectory planning. The system optimizes path and time simultaneously using H

Google AMIE Matches 21 Doctors in Long-Term Disease Management

Google AMIE Matches 21 Doctors in Long-Term Disease Management

Google's AMIE matches primary care physicians in disease management. The system outperforms doctors in guideline alignment and plan precisio

Hugging Face Adopts ARD to Shift AI Agents from Installation to Discovery

Hugging Face Adopts ARD to Shift AI Agents from Installation to Discovery

Hugging Face implements the ARD standard for dynamic tool discovery. The new system replaces hardcoded MCP server URLs with semantic search.

Amazon Bedrock AgentCore Replaces Manual RAG Pipelines With Agentic Retrieval

Amazon Bedrock AgentCore Replaces Manual RAG Pipelines With Agentic Retrieval

Amazon Bedrock AgentCore introduces a three-tier knowledge access system. The Agentic Retriever replaces simple RAG with query planning and

The 10,080 Experiments That Let GPT-5.4 Break a Drug Discovery Bottleneck

The 10,080 Experiments That Let GPT-5.4 Break a Drug Discovery Bottleneck

GPT-5.4 and Maria AI improved chemical synthesis yields for drug discovery. The system performed 10,080 experiments to optimize Chan-Lam cou

Why Naver and Samsung are Integrating Claude Code into Their Pipelines

Why Naver and Samsung are Integrating Claude Code into Their Pipelines

Anthropic opened a Seoul office on June 17, 2026, to scale its Korean operations. Major enterprises including Naver and Samsung are adopting