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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.

Yale ERC-VG2 Integrated LFP Solution Eliminates the Warehouse Battery Room

Yale ERC-VG2 Integrated LFP Solution Eliminates the Warehouse Battery Room

Yale launched the ERC-VG2 series with an integrated LFP battery solution. The system enables opportunity charging to eliminate dedicated bat

World Humanoid Robot Games Shifts to Full Autonomy in Beijing

World Humanoid Robot Games Shifts to Full Autonomy in Beijing

The second World Humanoid Robot Games features fully autonomous track events. Nine real-world scenarios test robots for immediate industrial

Tolomatic RSX50 Challenges Hydraulics With 100,000 lbf Electric Power

Tolomatic RSX50 Challenges Hydraulics With 100,000 lbf Electric Power

Tolomatic introduced the RSX50 electric actuator to replace heavy hydraulic systems. The new hardware delivers 100,000 lbf of force with a 5

Gachon University's PCB Motor Boosts Humanoid Torque Density by 2x

Gachon University's PCB Motor Boosts Humanoid Torque Density by 2x

Gachon University transferred a high-torque motor technology to Higen RNM. The new PCB winding design doubles torque density over slotless m

UNIST's 3D LiDAR Strategy Secures ICRA 2026 RoboRacer Victory

UNIST's 3D LiDAR Strategy Secures ICRA 2026 RoboRacer Victory

UNIST won the ICRA 2026 RoboRacer competition in Vienna. The team used 3D LiDAR to navigate complex three-dimensional courses. Their optimiz

How AWS ProServe Cut Months of Consulting Work to Days With AI-DLC

How AWS ProServe Cut Months of Consulting Work to Days With AI-DLC

AWS ProServe redesigned its delivery lifecycle using AI-driven agents. The new workflow uses structured specifications to enable parallel ex

VisionNav to Debut VNE40-66 Precision Stacking at Automate 2026

VisionNav to Debut VNE40-66 Precision Stacking at Automate 2026

VisionNav will showcase autonomous logistics solutions at Automate 2026. The VNE40-66 and VNE20-07 models focus on precision stacking and co

Amazon Bedrock Data Automation Solves the 3,000-Page Document Bottleneck

Amazon Bedrock Data Automation Solves the 3,000-Page Document Bottleneck

AWS launched Amazon Bedrock Data Automation for multimodal document processing. The tool extracts structured data from files up to 3,000 pag

Amazon Quick Integrates Webex MCP to Eliminate Meeting Tool Switching

Amazon Quick Integrates Webex MCP to Eliminate Meeting Tool Switching

Amazon Quick integrates Webex MCP to unify meeting workflows. The system automates data retrieval from meetings, videos, and chats. OAuth 2.

NVIDIA GB300 NVL72 Delivers 20x More Agents Per Megawatt

NVIDIA GB300 NVL72 Delivers 20x More Agents Per Megawatt

NVIDIA GB300 NVL72 increases agent capacity by 20x per megawatt. The AgentPerf benchmark proves efficiency for MoE models like DeepSeek. Inf

DeepHow Rocket Close Used AI Agents to Cut Title Search Bottlenecks

How Rocket Close Used AI Agents to Cut Title Search Bottlenecks

Rocket Close deployed an AI agent to automate complex title search workflows. The system reduced customer service inquiry volume by 30% thro

The 50,000-Employee Test That Scales Claude Into Regulated Industries

The 50,000-Employee Test That Scales Claude Into Regulated Industries

Anthropic and TCS are deploying Claude to 50,000 employees across 56 countries. The partnership uses a Customer Zero strategy to penetrate h

OpenAI Academy Shifts Focus From Prompting to Agent Workflows

OpenAI Academy Shifts Focus From Prompting to Agent Workflows

OpenAI launched the OpenAI Academy to teach structured AI workflows. The curriculum moves users from basic prompting to agent-based systems.

Why olmo-eval is Replacing Static Benchmarks in LLM Tuning

Why olmo-eval is Replacing Static Benchmarks in LLM Tuning

olmo-eval provides a modular workbench for iterative LLM evaluation. The framework separates task definitions from execution harnesses. Stat

DeepThe Claude Code Local Setup That Eliminates API Costs

The Claude Code Local Setup That Eliminates API Costs

Developers can run Claude Code locally to eliminate API token costs. Ollama and LM Studio now support the Anthropic Messages API natively. A

The OpenAI Pipeline Preply Built to Automate Tutor Admin Work

The OpenAI Pipeline Preply Built to Automate Tutor Admin Work

Preply launched Lesson Insights to automate tutor feedback using OpenAI. The system converts lesson transcripts into personalized homework a

Yaskawa Targets 20% Profit Margin via Physical AI and Dash 35

Yaskawa Targets 20% Profit Margin via Physical AI and Dash 35

Yaskawa Electric aims for a 20% operating profit margin by 2035. The company is pivoting toward Physical AI via the MOTOMAN NEXT platform. S

GeForce NOW Summer Sale Brings RTX 5080 Performance to the Cloud

GeForce NOW Summer Sale Brings RTX 5080 Performance to the Cloud

NVIDIA GeForce NOW offers up to $70 off annual memberships. Ultimate members gain access to RTX 5080-class cloud performance. The service no

DeepAmazon QuickSight Adds Sparklines and Custom Sorting for Dashboards

Amazon QuickSight Adds Sparklines and Custom Sorting for Dashboards

Amazon QuickSight now supports inline sparklines within data tables. Custom filter sorting allows developers to prioritize business logic. T

Google's 500MW Virginia Investment Tackles the AI Infrastructure Bottleneck

Google's 500MW Virginia Investment Tackles the AI Infrastructure Bottleneck

Google invested in 500MW of new energy capacity in Virginia. A 15 million dollar fund will lower local energy costs. The company aims to tra

How Amazon Bedrock Automates Data Extraction for Millions of Scanned PDFs

How Amazon Bedrock Automates Data Extraction for Millions of Scanned PDFs

Amazon Bedrock enables automated data extraction from millions of scanned PDFs. The system uses dual on-demand and batch pipelines to balanc

How Claude Wrote 95% of the Code for DXC's OASIS Platform

How Claude Wrote 95% of the Code for DXC's OASIS Platform

DXC Technology and Anthropic are integrating Claude into regulated industries. The DXC OASIS platform was built with 95% of its code generat

DeepWhy Agent-EvalKit Is Replacing Intuition With Quantitative AI Audits

Why Agent-EvalKit Is Replacing Intuition With Quantitative AI Audits

Agent-EvalKit tracks the full execution path of AI agents to detect hallucinations. The tool integrates directly into coding assistants to p

Teradyne Robotics Debuts Physical AI with the MiR1200 Pallet Jack

Teradyne Robotics Debuts Physical AI with the MiR1200 Pallet Jack

Teradyne Robotics introduced a Physical AI solution at Automate 2026. The MiR1200 Pallet Jack enables automation in unstructured environment

The $150 Million Bet Anthropic is Making on 1,000 AI Fellows

The $150 Million Bet Anthropic is Making on 1,000 AI Fellows

Anthropic launched Claude Corps with a $150 million investment. The program deploys 1,000 AI fellows to US non-profit organizations. Applica

PyTorch nn.Linear: Why torch.compile Targets CPU Overhead, Not Kernels

PyTorch nn.Linear: Why torch.compile Targets CPU Overhead, Not Kernels

PyTorch nn.Linear uses GEMM epilogues to handle bias addition efficiently. torch.compile reduces CPU dispatch overhead rather than changing

DeepRLDX-1: The Cross-Embodiment Model Ending Hardware Lock-in

RLDX-1: The Cross-Embodiment Model Ending Hardware Lock-in

Realworld unveiled RLDX-1 as a hardware-agnostic robotics foundation model. The model uses cross-embodiment to share intelligence across dif

The 86.4% Tau-Bench Score That Makes Gemma 4 a Local Coding Powerhouse

The 86.4% Tau-Bench Score That Makes Gemma 4 a Local Coding Powerhouse

Gemma 4 achieves an 86.4% score on the tau-bench benchmark. Local deployment via Ollama eliminates API costs and security risks. Developers

DeepNVIDIA Halos OS Shifts Robotaxi Safety From Afterthought to Architecture

NVIDIA Halos OS Shifts Robotaxi Safety From Afterthought to Architecture

NVIDIA introduces Halos OS to standardize safety for Level 4 autonomous vehicles. The platform uses hardware-software isolation to meet ISO

How Amazon Bedrock's Pathfinder Team Cut 18 Months of Work to 76 Days

How Amazon Bedrock's Pathfinder Team Cut 18 Months of Work to 76 Days

Amazon Bedrock's Pathfinder team reduced an 18-month project to 76 days. The team achieved a 20x increase in normalized commit velocity usin