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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) 84 pt3. Muse Spark 1.3 (max) 63 pt4. gpt-oss-120b (high) 50 pt5. GPT-5.6 Luna (max) 30 pt

AI News

Daily AI industry news — funding, products, policy, and major moves from global AI companies and startups.

Why Qwen 3.5 9B is the Sweet Spot for M4 MacBook Pro 24GB

Why Qwen 3.5 9B is the Sweet Spot for M4 MacBook Pro 24GB

Qwen 3.5 9B runs at 40 tokens per second on M4 MacBook Pro 24GB. The model supports a 128K context window and integrated thinking mode. Loca

Rapid-MLX Delivers 4.2x Faster Inference Than Ollama on Apple Silicon

Rapid-MLX Delivers 4.2x Faster Inference Than Ollama on Apple Silicon

Rapid-MLX provides 4.2x faster inference than Ollama on Mac. The engine leverages Apple's MLX framework and Metal kernels. It integrates wit

The 8-Hour Raspberry Pi Sleep Tool That Proves AI's Prototyping Power

The 8-Hour Raspberry Pi Sleep Tool That Proves AI's Prototyping Power

A developer built a custom sleep analysis system using Raspberry Pi and AI agents. The tool integrates Garmin wearable data with home enviro

Google Thwarts AI-Driven Hacking Attempts Targeting Software Flaws

Google Thwarts AI-Driven Hacking Attempts Targeting Software Flaws

Google blocked AI-powered attempts to discover software vulnerabilities. Hackers used LLMs to automate binary analysis and decompilation pro

MiniCPM-V 4.6 Slashes Token Costs by 43x for Mobile AI

MiniCPM-V 4.6 Slashes Token Costs by 43x for Mobile AI

MiniCPM-V 4.6 optimizes multimodal AI for mobile devices. The model reduces token costs by 43x compared to Qwen3.5-0.8B-Thinking. It support

TypeScript 7.0's 10x Speedup Signals an AI-Driven Shift to Rust and Go

TypeScript 7.0's 10x Speedup Signals an AI-Driven Shift to Rust and Go

Microsoft achieved a 10x speed increase by rewriting TypeScript in Go. AI models now handle complex systems programming in Rust and Go. Soft

Deterministic Architecture Achieves 0% Setting Collapse in AI Novels

Deterministic Architecture Achieves 0% Setting Collapse in AI Novels

Deterministic Architecture eliminates setting collapse in long-form AI content. The system uses a DAG structure and stateless rendering to e

The $52 Hourly Rate Turning Hollywood Writers Into AI Labelers

The $52 Hourly Rate Turning Hollywood Writers Into AI Labelers

Hollywood writers are transitioning to AI data labeling roles. Generalists earn $52 per hour through platforms like Mercor and Outlier. The

UCF Humanities Graduates Boo the AI Industrial Revolution Narrative

UCF Humanities Graduates Boo the AI Industrial Revolution Narrative

UCF humanities graduates booed a speaker calling AI the next industrial revolution. The conflict highlights the tension between cognitive au

Swift LLM Training: Pushing Apple Silicon to Tflop/s

Swift LLM Training: Pushing Apple Silicon to Tflop/s

A developer implemented LLM training in Swift on Apple Silicon. The project targets Tflop/s speeds by optimizing matrix multiplication. Bypa

EstreGenesis Unifies Seven AI Coding Agents With AGENTS.md

EstreGenesis Unifies Seven AI Coding Agents With AGENTS.md

EstreGenesis introduces AGENTS.md as a single source of truth for AI rules. The system synchronizes configurations across seven different co

Claude as an IP Stack: The 3000ms Ping Experiment

Claude as an IP Stack: The 3000ms Ping Experiment

A developer used Claude to implement a User Space IP Stack. The model processed ICMP packets as hex text to generate replies. Latency reache

Why Gemma 4's 3x Inference Speed Boost Matters for On-Device AI

Why Gemma 4's 3x Inference Speed Boost Matters for On-Device AI

Google DeepMind released Gemma 4 with a 3x increase in inference speed. The model utilizes Multi-Token Prediction and hybrid attention mecha

Open Design Brings 129 Brand Systems to Local-First AI Workflows

Open Design Brings 129 Brand Systems to Local-First AI Workflows

Open Design provides 129 brand-level design systems for local environments. The tool integrates with 16 coding agent CLIs to automate UI gen

Bifrost Delivers 50x Speed Increase Over LiteLLM for AI Gateways

Bifrost Delivers 50x Speed Increase Over LiteLLM for AI Gateways

Bifrost provides an AI API gateway that is 50 times faster than LiteLLM. The tool integrates over 15 providers into a single OpenAI-compatib

Google Cloud DORA Report: How Organizations Hit 39% AI ROI

Google Cloud DORA Report: How Organizations Hit 39% AI ROI

Google Cloud and DORA analyzed the financial ROI of AI-assisted development. The report finds that system quality determines whether AI boos

The AI Coding Agent Trap: Why Doubling Output Requires Halving Maintenance

The AI Coding Agent Trap: Why Doubling Output Requires Halving Maintenance

AI coding agents increase code volume but often inflate maintenance costs. Sustainable productivity requires maintenance costs to drop as ou

Why the PS3 Emulator Team is Rejecting AI-Generated Code

Why the PS3 Emulator Team is Rejecting AI-Generated Code

A PS3 emulator development team has requested a stop to AI-generated pull requests. Maintainers report that probabilistic AI code creates si

Maryland Challenges PJM Over $2 Billion AI Power Grid Bill

Maryland Challenges PJM Over $2 Billion AI Power Grid Bill

Maryland is contesting a $2 billion power grid bill from PJM Interconnection. Residential and industrial users face millions in costs for AI

Apple Local Model API: Shifting Data Transformation On-Device

Apple Local Model API: Shifting Data Transformation On-Device

Apple Local Model API enables on-device AI processing via the Neural Engine. The Brutalist Report app uses a two-step process for local text

Why Anthropic’s Claude Code Is Creating a 100-Euro Dopamine Loop

Why Anthropic’s Claude Code Is Creating a 100-Euro Dopamine Loop

Anthropic’s Claude Code agent is transforming developer workflows. Users are spending 100 euros on tokens to bypass task paralysis. Rapid ex

The Rise of Agent Fleets: How Probabilistic Engineering Changes Development

The Rise of Agent Fleets: How Probabilistic Engineering Changes Development

AI agent fleets are automating code generation and review cycles 24/7. Development shifts from manual writing to managing probabilistic syst

Mojo 1.0 Beta Enables GPU Computing via Python Syntax

Mojo 1.0 Beta Enables GPU Computing via Python Syntax

Modular released Mojo 1.0.0b1 to bridge Python syntax and C++ performance. The update allows developers to write GPU kernels without vendor-

CodeBurn Turns Invisible AI Token Waste Into Actionable Data

CodeBurn Turns Invisible AI Token Waste Into Actionable Data

CodeBurn tracks token costs for 18 AI coding tools locally. The tool identifies waste patterns and grades configuration health. Developers c

Claude Code Shifts From Markdown to HTML for Enhanced AI Visualization

Claude Code Shifts From Markdown to HTML for Enhanced AI Visualization

Claude Code now supports HTML, CSS, and SVG outputs for AI agents. Generating HTML takes 2 to 4 times longer but improves data clarity. Deve

HiDream-O1-Image: The 8B Parameter Model Redefining Pixel Generation

HiDream-O1-Image: The 8B Parameter Model Redefining Pixel Generation

HiDream-O1-Image removes VAE compression to process pixels directly. The 8B parameter model achieves top-tier scores on the GenEval benchmar

Meta's AI Pivot is Burning Out Its Engineering Core

Meta's AI Pivot is Burning Out Its Engineering Core

Meta is prioritizing AI integration across all product lines using Llama. Rapid pivots and opaque roadmaps are causing severe employee burno

DeepSeek-V4 Cuts KV Cache to 10% for 1M Token Context

DeepSeek-V4 Cuts KV Cache to 10% for 1M Token Context

DeepSeek-V4 introduces a 1 million token context window for developers. The model reduces KV cache usage to 10% via hybrid attention. Pro-Ba

LociTerm Solves the Session Loss Problem for AI Coding Workflows

LociTerm Solves the Session Loss Problem for AI Coding Workflows

LociTerm provides a persistent web terminal for AI coding agents. The tool uses tmux to maintain sessions across different devices. Develope

AI Chatbots as the New Corporate Social Signal

AI Chatbots as the New Corporate Social Signal

Companies adopt AI chatbots as social signals rather than utility tools. The trend mirrors past corporate obsessions with useless web featur