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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 46 pt3. Beam 1.0 37 pt4. Claude Haiku 5.5 (max) 22 pt5. Muse Spark Open (xhigh) 19 pt

AI Engineering Blogs

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

Anthropic's Claude Hits 96% Election Neutrality in New Safety Tests

Anthropic's Claude Hits 96% Election Neutrality in New Safety Tests

Anthropic released election safeguard updates showing Claude models achieve 96% neutrality. Opus 4.7 and Sonnet 4.6 scored 100% and 99.8% on

Why Microsoft Copilot's Real Value for KPMG Canada Isn't Time Saving

Why Microsoft Copilot's Real Value for KPMG Canada Isn't Time Saving

KPMG Canada deployed Microsoft Copilot to 12,000 employees by 2025. The firm uses AI to shift focus from operational tasks to strategic thin

Google Gemini 3.1 Flash Live Cuts Voice Latency in Half, Expands to 200 Countries

Google Gemini 3.1 Flash Live Cuts Voice Latency in Half, Expands to 200 Countries

Google released Gemini 3.1 Flash Live on March 26, a voice-native model with 50% lower latency. The model scores 90.8% on ComplexFuncBench A

Google's Gemma 4 Delivers 20x Model Efficiency Without the Bloat

Google's Gemma 4 Delivers 20x Model Efficiency Without the Bloat

Google released Gemma 4 in four sizes on April 1. The 31B model ranks third among open models on Arena AI. Smaller models run offline on pho

Anthropic Scales Infrastructure With Multi-Gigawatt Google TPU Agreement

Anthropic Scales Infrastructure With Multi-Gigawatt Google TPU Agreement

Anthropic signed a multi-gigawatt TPU supply deal with Google and Broadcom. The company's annualized revenue has surged to over 30 billion d

MS 365 Copilot Shifts From Simple Queries to Strategic Agentic Workflows

MS 365 Copilot Shifts From Simple Queries to Strategic Agentic Workflows

LTM CIO Rajesh Kumar evolves MS 365 Copilot use into strategic research. The company uses Copilot Studio to automate internal talent matchin

Google's Gemini Robotics-ER 1.6 Reads Pressure Gauges and Reasons About Space

Google's Gemini Robotics-ER 1.6 Reads Pressure Gauges and Reasons About Space

Google released Gemini Robotics-ER 1.6 with instrument reading and spatial reasoning. The model can read pressure gauges and sight glasses i

Novartis CEO Vas Narasimhan Joins Anthropic Board to Shape Healthcare AI

Novartis CEO Vas Narasimhan Joins Anthropic Board to Shape Healthcare AI

Anthropic appointed Novartis CEO Vas Narasimhan to its Long-Term Benefit Trust board. The physician-executive oversaw 35+ drug approvals acr

DeepClaude Opus 4.7 Ships With Smarter Coding, Vision, and Multi-Step Agent Tasks

Claude Opus 4.7 Ships With Smarter Coding, Vision, and Multi-Step Agent Tasks

Anthropic released Claude Opus 4.7 on April 16 across all platforms. The model shows major gains in coding, vision, and multi-step agent rel

EcomRLVE-GYM: 400 Shopping Environments Train AI to Stop Hallucinating Products

EcomRLVE-GYM: 400 Shopping Environments Train AI to Stop Hallucinating Products

EcomRLVE-GYM provides 400 simulated shopping environments for training AI agents. The system uses code-based rewards instead of human evalua

Chrome AI Mode Splits Your Screen Instead of Opening New Tabs

Chrome AI Mode Splits Your Screen Instead of Opening New Tabs

Google's Chrome AI Mode now opens links in a split-screen view. Users can include multiple tabs and files in search context. The update is c

Anthropic Bans Ads From Claude, Betting on Subscriptions Alone

Anthropic Bans Ads From Claude, Betting on Subscriptions Alone

Anthropic formally commits to an ad-free Claude experience. The company argues ads undermine trust in personal AI conversations. Revenue wil

Anthropic's Claude Design Lets Non-Designers Build Visuals From Chat

Anthropic's Claude Design Lets Non-Designers Build Visuals From Chat

Anthropic released Claude Design as a research preview on April 17, 2026. The tool auto-builds design systems from team codebases and design

Apple Brings M5 Max LLM Inference and SHARP 3D to ICLR 2026

Apple Brings M5 Max LLM Inference and SHARP 3D to ICLR 2026

Apple is demoing local LLM inference on M5 Max MacBook Pro using MLX at ICLR 2026. The SHARP system generates 3D Gaussian point clouds from

Mend's AI Security Governance Framework Targets the Shadow AI Gap

Mend's AI Security Governance Framework Targets the Shadow AI Gap

Mend released a practical AI security governance framework. The system uses a risk-rating scale and AI-BOM for transparency. It maps securit

OpenClaw's 7 Use Cases Show How Open-Source AI Agents Finally Work

OpenClaw's 7 Use Cases Show How Open-Source AI Agents Finally Work

OpenClaw connects messaging apps to tools for real task execution. Seven community workflows cover trading, coding, research, and memory. De

Infobip Cut Analysis Time From Days to Hours With Microsoft 365 Copilot

Infobip Cut Analysis Time From Days to Hours With Microsoft 365 Copilot

Infobip deployed Microsoft 365 Copilot to all 3,500 employees 18 months ago. The AI tool reduced data analysis and decision-making cycles fr

DeepSeek V4 Cuts KV Cache to 2% to Enable 1M Token Agents

DeepSeek V4 Cuts KV Cache to 2% to Enable 1M Token Agents

DeepSeek V4 introduces a 1 million token context window for AI agents. The model reduces KV cache usage to 2% using compressed attention. A

Google's Gemini 3 Turns Chat Into a Living Magazine Layout

Google's Gemini 3 Turns Chat Into a Living Magazine Layout

Gemini 3 introduces generative interfaces that build custom UIs in real time. The model connects to Google's 50-billion-product Shopping Gra

DeepGoogle's Gemini 3.1 Flash TTS Lets Developers Direct Actors With Audio Tags

Google's Gemini 3.1 Flash TTS Lets Developers Direct Actors With Audio Tags

Google released Gemini 3.1 Flash TTS with 70+ language support. The model scores 1,211 Elo on the Artificial Analysis TTS leaderboard. Audio

MixAtlas Cuts MLLM Training Cost to 1% With Data Mix Optimization

MixAtlas Cuts MLLM Training Cost to 1% With Data Mix Optimization

MixAtlas decomposes training data by image concept and task type. The framework finds optimal mixes using proxy models and Gaussian processe

One Developer Built Spatial AI in 7 Hours Using Only Gemini

One Developer Built Spatial AI in 7 Hours Using Only Gemini

A solo developer won the Gemini 3 Seoul Hackathon with GeminiSpace. The service creates 2D maps and 3D voxel grids from 8 smartphone photos.

DeepGoogle's ReasoningBank Lets AI Agents Learn From Failure

Google's ReasoningBank Lets AI Agents Learn From Failure

Google Cloud AI released ReasoningBank, a memory framework for agents. The system extracts reusable reasoning strategies from both successes

10 GitHub Repos That Turn Claude Code Into a Dev Team

10 GitHub Repos That Turn Claude Code Into a Dev Team

Claude Code now supports custom skills and sub-agents. Ten curated repos show how to build production workflows. The shift is from prompt en

NEC Deploys Claude to 30,000 Engineers in Massive AI Overhaul

NEC Deploys Claude to 30,000 Engineers in Massive AI Overhaul

NEC is integrating Anthropic's Claude across its global workforce. The partnership focuses on secure, industry-specific AI infrastructure. C

AI updates that promise benefits without data are changing how users decide

AI updates that promise benefits without data are changing how users decide

This week’s AI pages push “rapid advancement” and “benefits” without specifics. The lack of model names, benchmarks, and timelines blocks de

Why Global Affairs Is Shifting Toward A New Geopolitical Paradigm

Why Global Affairs Is Shifting Toward A New Geopolitical Paradigm

Global geopolitical tensions are reshaping international trade policies. New economic alliances are emerging to counter traditional power bl

Google Gemini 3 Released: How the New Model Outperforms Its Predecessor

Google Gemini 3 Released: How the New Model Outperforms Its Predecessor

Google has officially integrated the new Gemini 3 model into its mobile app. The update delivers a 20 percent performance boost in coding an

How a 2nd Place Gemini 3 Hackathon Project Redefined Autonomous Security

How a 2nd Place Gemini 3 Hackathon Project Redefined Autonomous Security

A solo developer built an autonomous security agent using Gemini 3. The system uses adversarial and defense agents to self-patch vulnerabili

SAP's Data Fabric Fix for the 9% of Firms Ready for AI

SAP's Data Fabric Fix for the 9% of Firms Ready for AI

Only 9% of enterprises have data systems mature enough for AI. SAP argues data fabrics must preserve business context, not just aggregate da