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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) 66 pt3. Muse Spark 1.3 (max) 46 pt4. gpt-oss-120b (high) 42 pt5. GPT-5.6 Luna (max) 27 pt

AI Engineering Blogs

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

DeepHow Aderant Cut Cloud Ops Search Time by 90% With Amazon Quick

How Aderant Cut Cloud Ops Search Time by 90% With Amazon Quick

Aderant integrated six disparate data silos into a single AI-driven interface. Engineers reduced task-specific search times from 45 minutes

DeepRegis Cuts 68-Page Reports to 3 With Microsoft Copilot Studio

Regis Cuts 68-Page Reports to 3 With Microsoft Copilot Studio

Regis Aged Care deployed RegiCare Assist across 72 Australian facilities. The AI tool reduces 68-page clinical reports to 3-page summaries.

DeepNVIDIA Vera CPU Targets the Agentic AI Bottleneck With 50% Performance Gain

NVIDIA Vera CPU Targets the Agentic AI Bottleneck With 50% Performance Gain

NVIDIA unveiled the Vera CPU designed specifically for agentic AI workloads. The processor delivers a 50% per-core performance boost under f

DeepAnthropic Acquires Stainless to Scale Claude's Agent Connectivity

Anthropic Acquires Stainless to Scale Claude's Agent Connectivity

Anthropic acquired Stainless to automate SDK and MCP server creation. PwC is deploying Claude Code and Cowork to hundreds of thousands of st

DeepNVIDIA Cosmos Predict 2.5: How LoRA Enables Efficient Robot Domain Adaptation

NVIDIA Cosmos Predict 2.5: How LoRA Enables Efficient Robot Domain Adaptation

NVIDIA released Cosmos Predict 2.5 as a large-scale world model. LoRA and DoRA reduce trainable parameters to 50 million for efficiency. Fin

Amazon Quick Integrates with Confluence to End Knowledge Fragmentation

Amazon Quick Integrates with Confluence to End Knowledge Fragmentation

Amazon Quick now integrates directly with Atlassian Confluence Cloud. The platform uses a hybrid of semantic search and real-time actions. D

Epson LS-C Series Boosts Productivity by 20% via Faster Cycle Times

Epson LS-C Series Boosts Productivity by 20% via Faster Cycle Times

Epson Korea launched the LS-C series of high-precision SCARA robots. The new lineup increases payload capacities to 4kg and 8kg. Cycle time

Flexiv Adaptive Robots Debut at STK 2026 to Solve Cobot Position Errors

Flexiv Adaptive Robots Debut at STK 2026 to Solve Cobot Position Errors

MGK Robotics is launching Flexiv Adaptive Robots at STK 2026. The system uses force control to overcome traditional position errors. Flexiv

NVFP4: How NVIDIA Pre-trained a 12B Model on 10 Trillion Tokens

NVFP4: How NVIDIA Pre-trained a 12B Model on 10 Trillion Tokens

NVIDIA's NVFP4 enables 4-bit pre-training with minimal accuracy loss. The method trained a 12B model on 10 trillion tokens using Blackwell G

DeepGoogle Gemini: The AI Infrastructure Powering YouTube's Creator Economy

Google Gemini: The AI Infrastructure Powering YouTube's Creator Economy

Google Gemini is evolving from a chatbot into a production engine for creators. The YouTube economy is shifting from mass reach to narrative

DeepZerith H1 Humanoid Robot Hits 1,000 Daily Orders in Tiny Retail Hubs

Zerith H1 Humanoid Robot Hits 1,000 Daily Orders in Tiny Retail Hubs

Zerith launched the H1 humanoid robot for fully autonomous retail. The system handles 1,000 daily orders with a one-year ROI estimate. 3D mu

Why AgiBot Deployed the Lingxi X2 as a Diplomat in Barcelona

Why AgiBot Deployed the Lingxi X2 as a Diplomat in Barcelona

AgiBot debuted the Lingxi X2 humanoid robot at a Barcelona event. The robot promoted a 240-hour visa-free policy via multilingual AI. AgiBot

DeepAnthro Energy and EnPower Target 750MWh US Battery Hub for Embodied AI

Anthro Energy and EnPower Target 750MWh US Battery Hub for Embodied AI

Anthro Energy and EnPower signed an MOU to build a 750MWh battery hub. The partnership targets 350Wh/kg energy density for AI and defense ro

Deep2026 Physical AI Industry Outlook Conference: The Path to Dark Factories

2026 Physical AI Industry Outlook Conference: The Path to Dark Factories

The 2026 Physical AI Industry Outlook Conference outlines a shift toward autonomous manufacturing. Experts detail the transition from cost-c

DeepWhy Oishii Farm is Betting $150 Million on Robotic Strawberries

Why Oishii Farm is Betting $150 Million on Robotic Strawberries

Oishii Farm raised $150 million in Series C funding to scale operations. The company integrates Japanese farming techniques with robotic aut

ATI SmartBay Cuts Tire Replacement Time to 30 Minutes

ATI SmartBay Cuts Tire Replacement Time to 30 Minutes

ATI launched SmartBay to automate tire replacement using AI and robotics. The system reduces service time to 30 minutes and solves labor sho

Wonderful Platform and Todak Care Integrate AI Robots With Caregiver Matching

Wonderful Platform and Todak Care Integrate AI Robots With Caregiver Matching

Wonderful Platform and Todak Care signed an MOU for integrated senior care. The partnership links Dasom AI robots with professional caregive

DeepZyphra’s ZAYA1-8B-Diffusion-Preview Hits 7.7x Faster Inference Speeds

Zyphra’s ZAYA1-8B-Diffusion-Preview Hits 7.7x Faster Inference Speeds

Zyphra released ZAYA1-8B-Diffusion-Preview using discrete diffusion methods. The model achieves a 7.7x speed increase over traditional autor

DeepVercel Labs Unveils Zero: A System Language Built for AI Agents

Vercel Labs Unveils Zero: A System Language Built for AI Agents

Vercel Labs released Zero as a system language optimized for AI agents. The language replaces human-centric error messages with structured J

ChatGPT Integrates 12,000 Financial Institutions for Personal Wealth Management

ChatGPT Integrates 12,000 Financial Institutions for Personal Wealth Management

ChatGPT now connects to 12,000 financial institutions via Plaid. The GPT-5.5 model uses real-time data to create personalized savings plans.

DeepHow Codex Automates Data Analysis Reports to Boost Workflow Efficiency

How Codex Automates Data Analysis Reports to Boost Workflow Efficiency

Codex transforms raw data inputs into structured, actionable analysis reports. Teams integrate tools like Slack and Google Drive to streamli

NVIDIA SANA-WM Brings 1-Minute 720p Video Generation to a Single GPU

NVIDIA SANA-WM Brings 1-Minute 720p Video Generation to a Single GPU

NVIDIA released SANA-WM to generate 720p video on a single GPU. The model uses Gated DeltaNet to solve memory bottlenecks and video drift. A

OpenAI and Malta Partner to Provide ChatGPT Plus to Every Citizen

OpenAI and Malta Partner to Provide ChatGPT Plus to Every Citizen

OpenAI is providing one year of ChatGPT Plus for free to all Maltese citizens. Users must complete an AI literacy course from the University

Codex Transforms Manual CRM Tracking Into Automated Sales Assets

Codex Transforms Manual CRM Tracking Into Automated Sales Assets

Codex integrates fragmented CRM and communication data into actionable briefs. The model automates pipeline prioritization by separating fac

How Codex Integrates Business Data to Accelerate Decision-Making

How Codex Integrates Business Data to Accelerate Decision-Making

Codex automates the synthesis of fragmented business operational data. Teams use specific prompts to generate executive-ready decision brief

Why OpenAI is Moving to SWE-bench Pro as Coding Benchmarks Fail

Why OpenAI is Moving to SWE-bench Pro as Coding Benchmarks Fail

OpenAI's Frontier Evals found 59.4% of SWE-bench Verified cases were flawed. Performance now depends more on agent scaffolding than raw mode

Why Sea's Engineering Teams Hit 87% Weekly Activity With Codex

Why Sea's Engineering Teams Hit 87% Weekly Activity With Codex

Sea reports 87% weekly active usage of Codex among its developers. The company is shifting developer roles from coders to system orchestrato

The 50% OfficeQA Pro Threshold That Brought GPT-5.5 to Databricks

The 50% OfficeQA Pro Threshold That Brought GPT-5.5 to Databricks

GPT-5.5 surpassed the 50% accuracy mark on the OfficeQA Pro benchmark. Databricks integrated the model to handle complex legacy data and PDF

Amazon Quick S3 ACLs Solve the AI Knowledge Base Security Gap

Amazon Quick S3 ACLs Solve the AI Knowledge Base Security Gap

Amazon Quick introduced ACLs for S3 knowledge bases to secure documents. The system supports both global and metadata-based permission setti

Databricks Unity Catalog and Amazon SageMaker AI Solve LLM Governance

Databricks Unity Catalog and Amazon SageMaker AI Solve LLM Governance

Databricks Unity Catalog integrates with Amazon SageMaker AI for LLM tuning. The workflow uses EMR Serverless to maintain strict data lineag