FreakyJolly: AI Tutorials, ComfyUI Workflows and Local AI Guides
LongCat-2.5 Open Weights: Meituan’s 1.6T MIT Model, Benchmarks, API Price and Hardware
Claude Sheets, Whiteboards and Meetings: What They Do, Plans and How to Use Them (2026)
ComfyUI API Guide: Run Workflows From Python (Prompt, WebSocket, Images)
LM Studio Not Loading Models? How to Fix “Failed to Load Model” and Search Errors
ComfyUI Inpainting Not Working? Every Cause and Fix (SD, SDXL and Flux Fill)
Seedream 5.5 Guide: 100-Round Editing, Transparent PNGs, Pricing and How to Use It (2026)
The world of AI. Explained.
A clearer view of artificial intelligence.
Hands-on guides for ComfyUI workflows, AI video, image editing and running models locally — tested, with every file path and setting written down.
- Lead story
Can AI Predict YouTube Virality? 9 Tools Compared (2026)
Can any tool predict if a YouTube video or Short will go viral before you post? Here are 9 virality checkers, CTR scorers and free local models, with…
The reading list
Latest stories
GPT-6 Astra Designed a Hardware Device in Under a Week: What OpenAI Showed and What It Means for Makers
OpenAI says GPT-6 Astra designed the enclosure, PCB, firmware and interface of a Codex talk-to device in under a week. Here are…
AI Crypto Tokens Explained (2026): What Bittensor (TAO), NEAR, Render, FET and Virtuals Actually Do, and the Risks
A plain-English, informational guide to AI crypto tokens in 2026: what Bittensor, NEAR, Render, ASI Alliance (FET), Virtuals, Venice and ICP actually…
ChatGPT Search Is Now 20% of Google, Says OpenAI: What the Number Means (and What It Doesn’t)
OpenAI says search-like ChatGPT queries now equal about 20% of Google’s volume and weekly users hit 1.2 billion. Here is how the…
How to Run Qwen3.8-27B on a 16 GB GPU (2026): Best GGUF, Ollama, LM Studio and llama.cpp Settings
Qwen3.8-27B is the strongest open model most people can run at home. Here is which GGUF fits a 16 GB card, the…
OpenAI Codex Guide (November 2026): App vs CLI vs IDE, Pricing, Limits and the Pierre Deal
Everything about OpenAI Codex in November 2026: desktop app, CLI install, IDE and web, plans from Free to Pro 500, usage limits,…
Best AI Tools for Students in 2026: Free Offers, Study, Writing, Coding and Job Hunting (Updated November)
The best AI tools for students in November 2026, sorted by task, with every free student offer that is live right now:…
Do AI Detectors Work in 2026? GPTZero vs Turnitin vs Originality.ai vs Pangram, False Positives and What Students Should Know
How accurate are AI detectors in 2026? What independent research says about GPTZero, Turnitin, Originality.ai, Pangram and Copyleaks, real false positive rates,…
Is a Used RTX 3090 Still Worth It for AI in 2026? Prices, Checks Before You Buy and What It Runs
Is a used RTX 3090 still worth it for local AI in 2026? Current eBay prices (about $1,450), how it compares with…
ChatGPT vs Claude vs Gemini vs Grok (November 2026): Best AI Chatbot Compared on Models, Price and Features
ChatGPT, Claude, Gemini and Grok compared for November 2026: latest models (GPT-6 Astra, Claude Opus 5.5, Gemini 4 Argon, Grok 4.7), independent…
How every guide is built
Copy the command. Drop the file. Run the graph.
Each ComfyUI guide follows the same shape, so you can skim straight to what you need.
- Step 1InstallNode packs and exact download commands.
- Step 2Files & pathsEvery model folder in one table.
- Step 3SettingsStarting values that work on consumer GPUs.
- Step 4TroubleshootKnown errors and the fix for each.
New models land fast. Get the working setup first.
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