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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. Celeris-1 100 pt2. K2 Horizon 375B A23B 54 pt3. Mercury 2.5 44 pt4. Nemotron 3.5 Super VL 27 pt5. Gemini 3.5 Flash-Lite 25 pt

AI Engineering Blogs

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

Google Search AI Launches 5 Interactive Learning Tools for Students

Google Search AI Launches 5 Interactive Learning Tools for Students

Google Search introduced five AI-powered tools to transform information retrieval into active learning. The update includes generative UI si

LFM2.5 QAD Q4_0 Boosts Arm CPU Inference Speed by 33%

LFM2.5 QAD Q4_0 Boosts Arm CPU Inference Speed by 33%

LFM research released QAD Q4_0 checkpoints for the LFM2.5 model series. The models retain up to 97.4% of BF16 performance while increasing s

Why GPT-4o and Claude-Sonnet-4.6 Should Prioritize Boundaries Over Rapport

Why GPT-4o and Claude-Sonnet-4.6 Should Prioritize Boundaries Over Rapport

A study of 21,000 conversations reveals LLMs often mimic human emotions. Users prefer strict boundary maintenance over artificial emotional

Replit Free Mode Uses GPT-5.6 Luna to Remove Token Cost Barriers

Replit Free Mode Uses GPT-5.6 Luna to Remove Token Cost Barriers

Replit launched Free Mode powered by the GPT-5.6 Luna model. The system uses intelligent routing between Luna and GPT-5.6 Sol. This initiati

Axonius Solves Multi-tenant AI Isolation Using Bedrock AgentCore

Axonius Solves Multi-tenant AI Isolation Using Bedrock AgentCore

Axonius reduced manual security analysis by 50 percent using AI agents. The company implemented a silo model via Amazon Bedrock AgentCore. T

Amazon Bedrock Metadata Filtering Fixes the Semantic Gap in Legal RAG

Amazon Bedrock Metadata Filtering Fixes the Semantic Gap in Legal RAG

AIDA uses Amazon Bedrock to solve semantic search limits in legal AI. A two-stage filtering architecture eliminates hallucinations in contra

DeepChatGPT Ads Expand to 31 European Markets for Free and Go Users

ChatGPT Ads Expand to 31 European Markets for Free and Go Users

OpenAI is expanding ChatGPT advertisements to 31 European countries. Ads will target Free and Go plan users while keeping paid tiers ad-free

Jumio Hits 16.9ms P95 Latency With AWS SageMaker Feature Store

Jumio Hits 16.9ms P95 Latency With AWS SageMaker Feature Store

Jumio achieved a P95 latency of 16.9ms using AWS SageMaker Feature Store. The centralized architecture reduced annual operating costs by 120

How to Erase the 'External Tool' Feel in Amazon Quick Embedded Chat

How to Erase the 'External Tool' Feel in Amazon Quick Embedded Chat

Amazon Quick allows developers to embed AI chat into B2B dashboards. Visual consistency is achieved through outer CSS and SDK frameOptions.

ALTK-Evolve: Why Agent Memory is a Capacity Problem, Not a Feature

ALTK-Evolve: Why Agent Memory is a Capacity Problem, Not a Feature

ALTK-Evolve reveals that LLM agent memory effectiveness depends on model capacity. Selective retrieval boosted gpt-oss-120b performance by 1

Why Astra RL Training Was Paused Over Critical Cybersecurity Risks

Why Astra RL Training Was Paused Over Critical Cybersecurity Risks

Astra RL training was paused after hitting critical cybersecurity thresholds. A new multi-stage monitoring system now detects risks via neur

Why OpenAI is Scaling Government Oversight for National Security AI

Why OpenAI is Scaling Government Oversight for National Security AI

OpenAI is helping governments modernize AI oversight for national security. The initiative focuses on traceability and AI-augmented monitori

How Amazon Bedrock Multi-Agents Hit 100% Insurance Document Accuracy

How Amazon Bedrock Multi-Agents Hit 100% Insurance Document Accuracy

Amazon Bedrock multi-agent systems achieved 100% insurance document accuracy. The architecture combines Claude Haiku 4.5 with Titan Multimod

DeepBuild a Qwen3.8-27B Local Coding Agent With Three Commands

Build a Qwen3.8-27B Local Coding Agent With Three Commands

Qwen3.8-27B enables high-performance local coding agents on RTX 3090 GPUs. Ollama and OpenCode reduce complex environment setup to three ter

DeepWhy Sentence Transformers v6.0 Swaps Single Vectors for Multi-Vector Embeddings

Why Sentence Transformers v6.0 Swaps Single Vectors for Multi-Vector Embeddings

Sentence Transformers v6.0 introduces multi-vector embeddings to stop information loss. The Late Interaction architecture enables token-leve

OpenAI and CodeAI Target the 16% AI Education Gap

OpenAI and CodeAI Target the 16% AI Education Gap

OpenAI partnered with CodeAI to bridge a 16% AI education gap. ChatGPT for Teens introduces built-in protections and parental controls. The

Why ChatGPT for Teens Prioritizes Learning Process Over Instant Answers

Why ChatGPT for Teens Prioritizes Learning Process Over Instant Answers

OpenAI launched ChatGPT for Teens specifically for users aged 13 to 17. The system replaces instant answers with a guided Study Mode to fost

The 60% Speed Trade-off That Makes ZBot's Energy Efficiency Possible

The 60% Speed Trade-off That Makes ZBot's Energy Efficiency Possible

Researchers developed ZBot as a 200x scale model of zebrafish larvae. Intermittent swimming reduces energy use via actuator efficiency peaks

5 Pandas Preprocessing Libraries That Eliminate Repetitive Cleaning

5 Pandas Preprocessing Libraries That Eliminate Repetitive Cleaning

Five specialized libraries extend Pandas to automate data cleaning. Tools like pyjanitor and ydata-profiling streamline EDA and pipelines. A

NVIDIA Secures 8GW Infrastructure to Solve OpenAI's Power Bottleneck

NVIDIA Secures 8GW Infrastructure to Solve OpenAI's Power Bottleneck

NVIDIA is securing 8GW of power and land in Ohio for OpenAI's AI factories. The company is shifting from a chip vendor to a full-scale infra

OpenClaw Agents Now Handle API Payments via Amazon Bedrock AgentCore

OpenClaw Agents Now Handle API Payments via Amazon Bedrock AgentCore

AWS and OpenClaw integrated a payment layer for autonomous AI agents. The system uses stablecoins and x402 v2 to handle micro-payments secur

Nemotron 3.5 Lightning Boosts Agent Throughput by 4x on SageMaker

Nemotron 3.5 Lightning Boosts Agent Throughput by 4x on SageMaker

NVIDIA released Nemotron 3.5 Lightning with 4x higher throughput. The model uses a hybrid MoE architecture with a 1M token context. It is no

DeepGPT-5.6 Sol's 15-Minute Audit Redefines AI Infrastructure Defense

GPT-5.6 Sol's 15-Minute Audit Redefines AI Infrastructure Defense

OpenAI's GPT-5.6 Sol demonstrated autonomous infrastructure penetration and remediation. The model identified and fixed 13 security flaws on

OpenAI's 8GW Ohio Campus: The New Blueprint for AI Supercomputers

OpenAI's 8GW Ohio Campus: The New Blueprint for AI Supercomputers

OpenAI is constructing an 8GW-IT AI campus in Ohio by 2032. NVIDIA is investing $1.5 billion to secure the physical infrastructure. The proj

Why OpenAI is Spending $2 Million to Redesign the AI Economy

Why OpenAI is Spending $2 Million to Redesign the AI Economy

OpenAI is funding 14 global projects with $2 million in grants. The research focuses on AI rights and economic distribution models. Projects

Moxie and the Thin Line Between AI Therapy and Digital Companionship

Moxie and the Thin Line Between AI Therapy and Digital Companionship

Moxie is a social assistive robot designed for neurodiverse children. Research from 2017 to 2022 proves its efficacy in improving social ski

Why Google Shipped Gemini and Pixel 11 to Europe's Top 5 Football Clubs

Why Google Shipped Gemini and Pixel 11 to Europe's Top 5 Football Clubs

Google Gemini and Pixel 11 are now official partners for five elite European clubs. Gemini uses agentic AI to provide real-time tactical ins

Why Amazon Nova Forge Shifts to GRPO for Multi-Turn RFT

Why Amazon Nova Forge Shifts to GRPO for Multi-Turn RFT

Amazon Nova Forge implements multi-turn RFT using the GRPO algorithm. A BYOO architecture via Amazon ECS bypasses AWS Lambda time limits. Re

Chinese 2.78T Parameter Models vs US Optimization: The New AI Power Struggle

Chinese 2.78T Parameter Models vs US Optimization: The New AI Power Struggle

Chinese labs are dominating open source with models up to 2.78T parameters. US firms are shifting toward hardware optimization layers for fo

How Claude's New SynthID-Text Watermark Avoids Degrading Model Quality

How Claude's New SynthID-Text Watermark Avoids Degrading Model Quality

Anthropic is implementing SynthID-Text watermarking for all Claude outputs. The system biases token selection to ensure EU AI Act compliance