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
Gemini 4 Carbon Benchmarks: Independent Scores, Fairwind Access and Pricing So Far
First independent scores for Google’s Gemini 4 Carbon: 70.45% on the Vals Index and first place in finance, legal and tax agent…
Microsoft Copilot November 2026 Update: Cowork, Skills, Autopilot and New Excel AI Features
Everything new in Microsoft Copilot for November 2026: Chat and Cowork on one Home screen, plain-English Skills, Automations, Autopilot early access, Excel…
Anthropic FlashProve: Cryptographic Proof of Which AI Model Answered You (How It Works and Limits)
Anthropic’s open-source FlashProve uses zkSNARK proofs to show which model produced an output without revealing its weights: 110 tokens/s on one H100,…
Tencent Hy4 Launched: Vision, Computer Use and Open Weights Coming (Benchmarks and Pricing)
Tencent’s Hy4 adds vision and computer use (trained on Blender and CAD), cuts hallucinations to 7.2% and costs about $0.90/M input tokens.…
ChatGPT Images 2.6: GIFs, Saved References and GPT-Image-2.6 Flare vs Sunburst Explained
OpenAI’s ChatGPT Images 2.6 adds GIF creation and saved reference images for all tiers, plus two faster API models, GPT-Image-2.6 Flare and…
P-H3-Image Released: Pruna Turns MiniMax-H3 Into an 8-Step Open Image Model (21 GB VRAM, ComfyUI Native)
Pruna AI’s P-H3-Image is an open-weights text-to-image and editing model built from MiniMax-H3: 7x smaller, 8 steps, about 21 GB VRAM in…
How to Save, Export and Share ComfyUI Workflows (2026): JSON, PNG, API Format and Where Files Go
Every way to save a ComfyUI workflow in 2026: Save vs Export vs Export (API), where workflow files live on disk, loading…
Claude API Pricing (November 2026): Every Model, Prompt Caching, Batch and Real Cost Examples
Claude API pricing for every current model in November 2026: Fable 5.1, Opus 5.5, Sonnet 5.5 and Haiku 5.5, plus prompt caching,…
Cursor vs Windsurf vs Claude Code vs Cline (November 2026): Best AI Coding Agent Compared
Cursor vs Windsurf (now Devin Desktop) vs Claude Code vs Cline vs GitHub Copilot in November 2026: current prices, models, agent features…
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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