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지능1. Claude Fable 5.1 (max with fallback) 98 pt2. claude-fable-5-high 93 pt3. Gemini 4 Argon (high) 92 pt4. Claude Opus 5.5 (max with fallback) 91 pt5. GPT-6 Astra (max) 88 pt코딩1. Claude Fable 5.1 (max) 62 pt2. Claude Opus 5.5 (max) 59 pt3. Muse Wonder Full (max) 59 pt4. Claude Sonnet 5.5 (max) 58 pt5. GPT-6 Astra (max) 55 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. Wan 3.0 95 pt3. MiniMax H3 (768p) 91 pt4. FLUX 3 90 pt5. Gemini Omni Flash 1.1 89 pt속도1. K2 Horizon 375B A23B 100 pt2. Nemotron 3.5 Super VL 47 pt3. Beam 1.0 38 pt4. Claude Haiku 5.5 (max) 22 pt5. Muse Wonder (max) 19 pt

AI Engineering Blogs

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

EEE and Hugging Face Integrate to Standardize AI Benchmark Reporting

EEE and Hugging Face Integrate to Standardize AI Benchmark Reporting

EEE and Hugging Face integrated to standardize fragmented AI benchmarks. A new JSON-to-YAML pipeline automates the reporting of model perfor

Claude Sonnet 5 Delivers Opus-Level Intelligence on Amazon Bedrock

Claude Sonnet 5 Delivers Opus-Level Intelligence on Amazon Bedrock

Anthropic launched Claude Sonnet 5 on Amazon Bedrock and AWS platforms. The model provides Opus-level reasoning with Sonnet's cost efficienc

Claude Science Unifies HPC Control and Multi-Agent Research Workflows

Claude Science Unifies HPC Control and Multi-Agent Research Workflows

Anthropic launched Claude Science to unify fragmented AI research tools. The system integrates HPC clusters and NVIDIA BioNeMo for bio-AI ta

How Gemini Omni Flash and Nano Banana 2 Lite Solve the Media Bottleneck

How Gemini Omni Flash and Nano Banana 2 Lite Solve the Media Bottleneck

Google released Nano Banana 2 Lite and Gemini Omni Flash models. The new pipeline enables chaining static images into cinematic videos. Gemi

NVIDIA Blackwell Software Stack Slashes DeepSeek V4 Token Costs by 5x

NVIDIA Blackwell Software Stack Slashes DeepSeek V4 Token Costs by 5x

NVIDIA Blackwell's software stack reduced DeepSeek V4 token costs by 5x. A three-layer integrated architecture enables up to 20x throughput

How AWS Bedrock Data Automation Ends Manual Medical Billing Entry

How AWS Bedrock Data Automation Ends Manual Medical Billing Entry

AWS launched an AI agent pipeline to automate CMS-1500 medical billing. The system uses Bedrock Data Automation and Kiro for deterministic w

Hier Robotics Cobot Painter Cuts Automation Setup From Months to Days

Hier Robotics Cobot Painter Cuts Automation Setup From Months to Days

Hier Robotics and FANUC launched the no-code Cobot Painter for metal fabricators. The system uses the Beacon platform to eliminate the need

The 20% Market Share Goal Driving South Korea's Physical AI Push

The 20% Market Share Goal Driving South Korea's Physical AI Push

South Korea aims to increase its humanoid robot market share to 20 percent. The government is launching a 3M strategy to develop Physical AI

How PAR Technology Secures Multi-Tenant Data with Split-Plane SQL

How PAR Technology Secures Multi-Tenant Data with Split-Plane SQL

PAR Technology implemented a three-layer isolation system for multi-tenant data. The architecture replaces probabilistic prompt-based securi

DiScoFormer Eliminates Retraining for High-Dimensional Data Distribution

DiScoFormer Eliminates Retraining for High-Dimensional Data Distribution

DiScoFormer estimates data density and scores without requiring retraining. The model reduces score error by 6.5 times compared to optimized

DeepWhy Your BI Pipeline Needs the Amazon QuickSight AAB API Strategy

Why Your BI Pipeline Needs the Amazon QuickSight AAB API Strategy

Amazon QuickSight uses the AAB API to programmatically back up BI assets. The Identity Management Region creates a critical bottleneck for r

Claude Launches on Azure Using NVIDIA GB300 Blackwell Ultra GPUs

Claude Launches on Azure Using NVIDIA GB300 Blackwell Ultra GPUs

Anthropic's Claude is now generally available on Microsoft Foundry via Azure. The infrastructure utilizes NVIDIA GB300 Blackwell Ultra GPUs

OpenAI's AI Jobs Transition Framework Maps EU Labor Risks

OpenAI's AI Jobs Transition Framework Maps EU Labor Risks

OpenAI released an AI Jobs Transition Framework for the EU market. The EU shows lower short-term automation risks than the US market. The fr

Nova 2 Lite and Claude Cut Document Digitization Costs by 33%

Nova 2 Lite and Claude Cut Document Digitization Costs by 33%

Amazon Nova 2 Lite and Claude Sonnet 4.6 reduced digitization costs by 33%. The pipeline achieved 93% high-confidence matching for 3,122 nam

Google's Full-Stack AI Strategy: Unifying TPU Hardware and Gemini UI

Google's Full-Stack AI Strategy: Unifying TPU Hardware and Gemini UI

Google is implementing a full-stack AI strategy to eliminate development fragmentation. The architecture integrates TPU hardware, Gemini mod

Palantir Deploys NVIDIA Nemotron for Air-Gapped US Government AI

Palantir Deploys NVIDIA Nemotron for Air-Gapped US Government AI

Palantir implemented NVIDIA Nemotron to create a zero-leakage AI for the US government. The system utilizes an air-gapped architecture to pr

Rhinos Launches C55 Cleaning Robot With On-Premise Security

Rhinos Launches C55 Cleaning Robot With On-Premise Security

Rhinos and Keenon Robotics launched the C55 large cleaning robot on June 29. The C55 offers on-premise server options for high-security clos

Colosseum Launches Vault to Solve the 76% Logistics Automation Failure Rate

Colosseum Launches Vault to Solve the 76% Logistics Automation Failure Rate

Colosseum unveiled Vault to streamline logistics automation. The platform uses a vendor-neutral design to reduce project failure. Eighteen g

KS W 8100 Establishes National Performance Standards for Anti-Drone Systems

KS W 8100 Establishes National Performance Standards for Anti-Drone Systems

South Korea established the KS W 8100 standard for anti-drone systems. The standard defines test methods for radar, RF scanners, and jammers

Mifeng Technology Raises Millions to Bridge the Physical AI Data Gap

Mifeng Technology Raises Millions to Bridge the Physical AI Data Gap

Mifeng Technology secured hundreds of millions of yuan for robot data. The company uses MEgo hardware and virtual-real fusion for training.

OpenAI Frontier Helps HP Resolve a Month of Bugs in One Day

OpenAI Frontier Helps HP Resolve a Month of Bugs in One Day

HP implemented OpenAI Frontier to scale AI agents across its enterprise. The platform reduced a month of software bug fixes to a single day.

The 85.94% Patent Spike Driving Chinese Humanoid Robot Dominance

The 85.94% Patent Spike Driving Chinese Humanoid Robot Dominance

Chinese humanoid robot patents surged by 85.94% over the last five years. Over 1,100 companies are investing heavily with capital exceeding

Reservoir VC Acquires Contain to Bridge the Rugged AI Commercialization Gap

Reservoir VC Acquires Contain to Bridge the Rugged AI Commercialization Gap

Reservoir VC acquired Contain Inc. to accelerate the scaling of Rugged AI startups. The deal integrates financial underwriting and incubator

AI Business Maestro: The 16-Hour Sprint Turning Prompting Into Profit

AI Business Maestro: The 16-Hour Sprint Turning Prompting Into Profit

The AI Business Maestro course helps leaders turn AI tools into revenue. Thirty diverse leaders completed a 16-hour intensive certification

Mantis Robotics MR-X Hits 10.6m/s Without Safety Fences

Mantis Robotics MR-X Hits 10.6m/s Without Safety Fences

Mantis Robotics unveiled the MR-X dual-arm robot with a 31.7kg payload. The system reaches speeds of 10.6m/s while maintaining fence-free sa

InOrbit.AI Orchestrates 8 Robot Brands to Solve the Automation Paradox

InOrbit.AI Orchestrates 8 Robot Brands to Solve the Automation Paradox

InOrbit.AI demonstrated real-time orchestration of eight different AMR brands. The platform uses a federated architecture to eliminate vendo

General Intuition's $320 Million Bet on Game-Based Physical AI

General Intuition's $320 Million Bet on Game-Based Physical AI

General Intuition raised $320 million to train robots using game data. The company utilizes action labels from the Medal platform to build w

MELSOFT Gemini Reduces Robot Collision Risks via Virtual Commissioning

MELSOFT Gemini Reduces Robot Collision Risks via Virtual Commissioning

PCM introduced MELSOFT Gemini to prevent robot collisions using 3D digital twins. The software enables virtual commissioning to verify contr

Seoul Future Lab Moves AI from Screens to Physical Robotics

Seoul Future Lab Moves AI from Screens to Physical Robotics

Seoul Future Lab hosts a Physical AI festival on June 27. The event moves AI from digital screens to interactive robotics. Magok district se

Physical AI Superconnect Links K-Robotics to Silicon Valley Giants

Physical AI Superconnect Links K-Robotics to Silicon Valley Giants

Forty-one Korean robotics firms conducted 300 business consultations in Silicon Valley. Companies showcased vision-free sensing and auditory