FreakyJolly: AI Tutorials, ComfyUI Workflows and Local AI Guides
Arete-27B: Nous Research’s Qwen3.8 Fine-Tune Explained, Benchmarks and How to Run It Locally
OpenAI Agents SDK Python Guide (2026): Install, Tools, Handoffs, Guardrails and Tracing
Reasoning Effort Settings: How Thinking Levels Change API Cost (Claude, OpenAI, Gemini)
Claude Dreaming Explained: How Anthropic Agents Rewrite Their Own Memory
ChatGPT Deep Research Guide (2026): How to Use It, Limits per Plan and Tips
Claude Marketplace Guide: 25+ Partner Agents, Connectors and How to Buy
Grok Imagine API Guide: Image 2.0, Video, Pricing and Python Code
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
Audio8-TTS-Realistic: Run the 0.6B Voice Cloning Model Locally in 23 Languages (Setup, Scores, Licence)
Edge0’s Audio8-TTS-Realistic is a 0.6B Apache 2.0 text-to-speech model that clones a voice from one clip in 23 languages, including Hindi. Per-language scores, install and Python steps, hardware,…
The reading list
Latest stories
Arete-27B: Nous Research’s Qwen3.8 Fine-Tune Explained, Benchmarks and How to Run It Locally
Nous Research’s Arete-27B retrains Qwen3.8-27B to cut state propaganda from 22% to 0.9% (vendor-reported). Full numbers, caveats, GGUF sizes per GPU, Ollama,…
OpenAI Agents SDK Python Guide (2026): Install, Tools, Handoffs, Guardrails and Tracing
Build AI agents with the OpenAI Agents SDK 0.24 in Python: install, first agent, tools, MCP, handoffs, guardrails, sessions and tracing with…
Reasoning Effort Settings: How Thinking Levels Change API Cost (Claude, OpenAI, Gemini)
How Claude effort, OpenAI reasoning.effort and Gemini thinking_level change cost and quality, with Vals AI data, Python code and a decision table.
Claude Dreaming Explained: How Anthropic Agents Rewrite Their Own Memory
Anthropic’s Nov 6, 2026 research on dreaming: agents review logs in idle time to fix memory notes. Key results, and how to…
ChatGPT Deep Research Guide (2026): How to Use It, Limits per Plan and Tips
How to use ChatGPT Deep Research in 2026: step-by-step runs, limits per plan, connectors and site limits, export options, prompt tips and…
Claude Marketplace Guide: 25+ Partner Agents, Connectors and How to Buy
Claude Marketplace explained: the Nov 4, 2026 partner additions, who can buy with an Anthropic commitment, how to install connectors, and admin…
Grok Imagine API Guide: Image 2.0, Video, Pricing and Python Code
Grok Imagine API guide: grok-imagine-image-2.0, the Nov 2 model retirement, video 1.5 pricing, Python code and the new guidelines moderation array.
Internet Computer (ICP) and AI Explained: On-Chain LLMs, Caffeine and How It Compares
What the Internet Computer (ICP) is, how on-chain AI and the LLM canister work, what Caffeine does, key risks, and how ICP…
How to Create a Custom GPT in ChatGPT (2026): Steps, Limits and the Plugin Switch
How to create a custom GPT in 2026: builder steps, instructions, knowledge, actions, sharing, plus the retirement dates and how to move…
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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