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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) 90 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. gemini-omni-1.1-flash 85 pt5. Wan 3.0 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) 39 pt4. GPT-5.6 Luna (max) 27 pt5. GPT-5.6 Terra (max) 22 pt

AI Engineering Blogs

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

Git Worktree: Scaling Your AI Dev Team Without Context Loss

Git Worktree: Scaling Your AI Dev Team Without Context Loss

Git Worktree enables parallel AI agent development by isolating workspaces. The approach eliminates context loss and file collisions during

The $20,000 Hairdryer Hack That Exposed AI Weather Vulnerabilities

The $20,000 Hairdryer Hack That Exposed AI Weather Vulnerabilities

A physical attack on a Paris airport sensor netted a fraudster $20,000. Modern AI weather models are vulnerable by skipping data assimilatio

The AI Learning Pipeline: 10 YouTube Channels for Modern Engineers

The AI Learning Pipeline: 10 YouTube Channels for Modern Engineers

AI practitioners are shifting from raw paper reading to curated video streams. Ten essential channels cover core theory, paper analysis, and

Amazon Bedrock Managed Knowledge Base Collapses RAG Pipelines Into Minutes

Amazon Bedrock Managed Knowledge Base Collapses RAG Pipelines Into Minutes

Amazon Bedrock Managed Knowledge Base automates RAG pipeline construction. The service supports multimodal parsing for files up to 10GB in s

DeepAmazon Nova 2 Sonic: Automating the 150 Missed Calls Every Restaurant Faces

Amazon Nova 2 Sonic: Automating the 150 Missed Calls Every Restaurant Faces

Amazon Nova 2 Sonic automates restaurant phone orders to stop revenue loss. The system uses MCP to decouple AI agents from backend business

Google Search AI Mode Collapses Search and Execution into One Interface

Google Search AI Mode Collapses Search and Execution into One Interface

Google Search AI mode now integrates directly with Instacart, Canva, and YouTube Music. The update uses Personal Intelligence to execute tas

How Cars24 Recovered 12% of Lost Leads With OpenAI Agents

How Cars24 Recovered 12% of Lost Leads With OpenAI Agents

Cars24 automated over one million minutes of monthly consultations using OpenAI. The company recovered 12% of lost sales leads through AI-dr

Grok 4.3 Hits Amazon Bedrock With Adjustable Reasoning Effort

Grok 4.3 Hits Amazon Bedrock With Adjustable Reasoning Effort

xAI launched Grok 4.3 on Amazon Bedrock with a 1 million token context window. The model introduces a reasoning parameter to balance speed a

Nemotron 3 Embed: The Retrieval Powerhouse Slashing AI Agent Costs

Nemotron 3 Embed: The Retrieval Powerhouse Slashing AI Agent Costs

NVIDIA released Nemotron 3 Embed models to optimize RAG retrieval accuracy. The 8B model achieved first place on the RTEB leaderboard for se

Google Vids Integrates Gemini Omni to Automate Corporate Video Production

Google Vids Integrates Gemini Omni to Automate Corporate Video Production

Google Vids now integrates Gemini Omni for text-to-video creation and editing. Users can create personalized digital avatars using a single

GeForce NOW Scales RTX 5080 Power With Official India Launch

GeForce NOW Scales RTX 5080 Power With Official India Launch

NVIDIA expands GeForce NOW with RTX 5080 class cloud performance. The service officially launches in India with integrated UPI payments. New

Hugging Face Breach: How Commercial AI Guardrails Hindered the Investigation

Hugging Face Breach: How Commercial AI Guardrails Hindered the Investigation

Hugging Face suffered a breach by autonomous AI agents in July 2026. Commercial AI guardrails blocked the analysis of malicious attack logs.

Google DeepMind and Isomorphic Labs Unveil New Bioresilience Framework

Google DeepMind and Isomorphic Labs Unveil New Bioresilience Framework

Google DeepMind and Isomorphic Labs launched a bioresilience strategy. The framework uses AlphaFold and AlphaEvolve to detect bio-threats. S

Google Accelerates Agentic Enterprise Adoption with Gemini Enterprise

Google Accelerates Agentic Enterprise Adoption with Gemini Enterprise

Google is unifying its AI stack to simplify infrastructure for enterprises. Gemini Enterprise enables companies to build and manage autonomo

How OpenAI's GPT-Red Model Cut Prompt Injection Failure Rates by 6x

How OpenAI's GPT-Red Model Cut Prompt Injection Failure Rates by 6x

OpenAI introduced GPT-Red to automate the discovery of AI security flaws. The model uses self-play reinforcement learning to outpace human r

The 100% Gemini Adoption Rate That Defined GFSA 2026

The 100% Gemini Adoption Rate That Defined GFSA 2026

Google for Startups Accelerator achieved 100% Gemini adoption among its cohort. The program utilized 294 mentoring sessions to bridge the AI

How Built Technologies Cut Document Review from Days to Minutes with AWS Bedrock

How Built Technologies Cut Document Review from Days to Minutes with AWS Bedrock

Built Technologies reduced document review time from days to minutes. The system uses AWS Bedrock to process over 250 document types. An age

NVIDIA Jetson Thor T3000 and T2000: Half the Size, Same Inference Power

NVIDIA Jetson Thor T3000 and T2000: Half the Size, Same Inference Power

NVIDIA unveiled Jetson Thor T3000 and T2000 modules for humanoid robots. The T3000 delivers 865 FP4 TFLOPS at half the size of the T5000. So

Inkling: The 1 Trillion Parameter Multimodal Model With 1M Context

Inkling: The 1 Trillion Parameter Multimodal Model With 1M Context

Thinking Machines released Inkling, a 975B parameter multimodal MoE model. The model supports a 1 million token context window across text,

NVIDIA RTX Spark Brings AI Superchip Power to Slim Laptops

NVIDIA RTX Spark Brings AI Superchip Power to Slim Laptops

NVIDIA unveiled the RTX Spark AI superchip for slim Windows laptops. The chip integrates Ray Tracing and DLSS to enable high-end AI on porta

US AI Safety Standards: How Reverse Federalism Ends Regulatory Chaos

US AI Safety Standards: How Reverse Federalism Ends Regulatory Chaos

The US is adopting a reverse federalism strategy to unify AI safety standards. CAISI will lead a federal cybersecurity testing framework by

Real World VoiceEQ Reveals the Trade-off Between Precision and Emotion in Voice AI

Real World VoiceEQ Reveals the Trade-off Between Precision and Emotion in Voice AI

Hume launched Real World VoiceEQ to measure emotional nuance in voice AI. The benchmark uses one million human evaluations across 40 differe

DeepScienceSoft Ends the 8-Minute Patient Wait With AWS Nova Sonic

ScienceSoft Ends the 8-Minute Patient Wait With AWS Nova Sonic

ScienceSoft launched a HIPAA-compliant AI voice scheduler using AWS. The system replaces sequential STT-LLM-TTS pipelines with speech-to-spe

Gemini 3.5 Flash and Antigravity 2.0 Aim to Slash App Dev Cycles

Gemini 3.5 Flash and Antigravity 2.0 Aim to Slash App Dev Cycles

Google Korea introduced Gemini 3.5 Flash and Antigravity 2.0 at a joint forum. The new lightweight model and integrated platform aim to shor

DeepSeek API Now Offers Drop-in Compatibility for OpenAI and Anthropic

DeepSeek API Now Offers Drop-in Compatibility for OpenAI and Anthropic

DeepSeek API now supports OpenAI and Anthropic request formats. The model lineup is unifying under the deepseek-v4-flash version. Developers

Amazon Nova Act Replaces Hardcoded Selectors With Visual AI

Amazon Nova Act Replaces Hardcoded Selectors With Visual AI

Amazon Nova Act uses multimodal AI to automate web testing via vision. The system eliminates reliance on fragile HTML selectors and IDs. It

How Amazon Bedrock Multi-Agents Cut Lead Research from 30 Minutes to Seconds

How Amazon Bedrock Multi-Agents Cut Lead Research from 30 Minutes to Seconds

Thrad.ai automated B2B lead discovery using a four-agent pipeline on Amazon Bedrock. The system employs a weighted scoring model and triangu

Amazon Nova Act QA Studio Parallelizes 20 Tests to Accelerate CI/CD

Amazon Nova Act QA Studio Parallelizes 20 Tests to Accelerate CI/CD

Amazon Nova Act QA Studio enables parallel execution of 20 tests via AWS Fargate. The system replaces brittle DOM-based scripts with natural

DeepNVIDIA Blackwell NVL72 Delivers 25x Performance Per Watt Over Hopper

NVIDIA Blackwell NVL72 Delivers 25x Performance Per Watt Over Hopper

NVIDIA Blackwell NVL72 achieves 25x better power efficiency than Hopper. The system uses rack-scale codesign to maximize token throughput. D

Google Image Evolves From Search to Nano Banana AI Generation

Google Image Evolves From Search to Nano Banana AI Generation

Google Image marks 25 years by introducing the Nano Banana AI model. The new system enables image generation directly within AI Overviews. V