#latent space
245 related articles
Expert Opinions·2 min
Token Maxing: YC CEO's Methodology for Achieving 400x Programming Efficiency with AI
YC CEO Gary Tan returned to coding after 13 years using Token Maxing with Claude Code, completing a $4M project in 5 days. Detailed breakdown of his 15 parallel agents, Plan-Eng-Review skills framework, and G-Stack open-source workflow.
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Tutorials·1 min
DIY AI Storyboard Tool: Precisely Control Video Generation with Grid-Based Panels
Open-source AI storyboard assistant built with MiniMax M2.5 in 3 days. Supports 9-panel and 25-panel grid generation with per-cell editing for precise Seedance 2.0 video control.
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Research·1 min
NVIDIA Synthetic 3D Medical Imaging: How AI-Generated Data Breaks the Training Bottleneck
NVIDIA's large-scale synthetic 3D medical imaging solution uses diffusion models to generate realistic CT/MRI data, solving data scarcity, privacy, and annotation cost challenges in medical AI.
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Tutorials·2 min
Local AI Comic Drama Production with ComfyUI: Complete Workflow from Images to Final Cut
Complete guide to local AI comic drama production with ComfyUI, covering KLEIN image editing, LTX first-last frame video generation, and QWEN TTS voice synthesis on a 4060Ti GPU.
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Product Reviews·2 min
Veo 4.0 Video Generation Real-World Test: Two Videos Consumed 86% of Compute Quota
Real-world testing of Google Veo 4.0 video generation shows near-professional quality, but Pro users burn 86% of compute quota on just two videos. Full analysis of performance and pricing impact.
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Tech Frontiers·2 min
AI Weekly | OpenAI Codex Upgrade, Xiaomi Open-Sources Autonomous Driving Model, NVIDIA Open-Sources 2.6B Parameter World Model
This week's AI roundup covers NVIDIA's 2.6B parameter world model, Xiaomi's open-source autonomous driving model, OpenAI Codex upgrades, and Anthropic's $900B valuation funding round.
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Product Reviews·1 min
AI Live-Action Short Drama Production in Practice: How Cdance 2.0 Is Disrupting Traditional Production Workflows
Deep analysis of the latest AI live-action short drama production techniques, comparing traditional workflows with Cdance 2.0's efficiency gains in character consistency, auto-dubbing, and stability.
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Product Reviews·3 min
Pixal3D Hands-On Comparison with Tripl3/Trellis/Hunyuan: Full Analysis of Pixel-Perfect Alignment Pros and Cons
In-depth hands-on test of Tencent's open-source Pixal3D 3D generation model, analyzing pixel-level alignment technology with multi-model comparisons against Trellis 2, Hunyuan, and Tripl3.
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Tutorials·3 min
3 Prompting Strategies to Guide AI Toward Original Solutions | With Rocket Thruster Case Study
How to use prompt engineering to make AI break from conventional solutions and create unique paths? This article details three strategies—exclusion, constraint-driven, and multi-round iteration—with a real generative design rocket thruster case.
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Tutorials·4 min
Jimeng Seedance 2.0 Tutorial: Money-Saving Tips + Prompt Engineering Walkthrough
Complete guide to ByteDance's Jimeng Seedance 2.0: core features, membership savings strategies, and prompt techniques covering first-last frame mode, motion reference, character replacement, and video fusion.
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Tutorials·3 min
Veo 3.1 Character Consistency Workflow: Five Steps to Professional AI Video
A detailed Veo 3.1 character consistency workflow using five steps: solid-background modeling, contact sheet generation, 9-panel scene grids, full-resolution frame extraction, and animation synthesis.
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Tutorials·3 min
Batch-Producing AI Short Films with KLING 3.0: A Complete Workflow from Character to Final Cut
A detailed guide on batch-producing AI short films with KLING 3.0 on a unified platform, covering character consistency, storyboard generation, multi-shot video, and audio synthesis.
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Tech Frontiers·3 min
Why Did OpenAI's $3B Windsurf Acquisition Fall Apart? Microsoft's Veto and Google's $2.4B Lightning Grab
OpenAI's $3B Windsurf acquisition collapsed over a Microsoft IP-sharing clause. Google then swooped in with a $2.4B acqui-hire. A deep dive into the AI giants' power struggle.
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Tech Frontiers·3 min
GitLab's Major Restructuring: Layoffs, Flattening, and a Bold Bet on the AI Agent Era
GitLab announces Act 2 restructuring: cutting 30% of operating countries, removing three management layers, splitting R&D into 60 autonomous teams. A deep dive into GitLab's Jevons Paradox bet on the AI agent era.
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Product Reviews·2 min
Unsloth: 80% VRAM Reduction — The Best Open-Source Tool for Local LLM Fine-Tuning
Unsloth is an open-source LLM training tool with 63K+ GitHub stars, supporting Gemma 4, Qwen 3, DeepSeek. Reduces VRAM by 50–80%, enabling RTX 4090 to fine-tune 7B models with a no-code Web UI.
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Product Reviews·4 min
ComfyUI-Copilot: An AI Assistant for Building Stable Diffusion Workflows with Natural Language
ComfyUI-Copilot is an open-source AI assistant plugin supporting natural language workflow building, smart node recommendations, and parameter optimization. With 5,100+ GitHub stars, it dramatically lowers the barrier to Stable Diffusion workflow creation.
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Product Reviews·3 min
awesome-LLM-resources: A Deep Dive into GitHub's 8K-Star Comprehensive LLM Learning Resource Repository
Deep dive into awesome-LLM-resources, a GitHub 8K-star project covering multimodal AI, AI Agents, MCP protocol, model training/inference, and AI coding tools — a one-stop LLM learning guide.
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Tech Frontiers·2 min
DeepSeek V3.2 Released: Proprietary Sparse Attention (DSA) + 50% API Price Cut Explained
DeepSeek releases V3.2-Exp with proprietary DeepSeek Sparse Attention (DSA) for faster long-context training and inference, plus API prices cut over 50%.
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Tech Frontiers·2 min
DeepSeek-V3.2-Exp Discovers RoPE Implementation Bug: Interleaved Format Mismatch Causes Inference Performance Degradation
A RoPE interleaved format mismatch bug was found in DeepSeek-V3.2-Exp's inference demo, causing silent performance degradation. Learn the root cause, technical details, and fix.
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Tutorials·3 min
Complete Guide to ComfyUI-Impact-Pack: Essential Plugin for Face Restoration & Image Enhancement
Complete guide to ComfyUI-Impact-Pack's core features: FaceDetailer for face restoration, Detectors, Upscalers, and Pipe systems to fix facial distortion and blurry details in AI-generated images.
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