Replicate

2.96 million model repos, and 85.6% have under 200 downloads. What ModelScope, Kaggle, and Ollama actually do differently.

You fine-tuned an open-weight model. Now how does anyone actually talk to it? Dedicated GPUs vs serverless inference, and the math that decides it.

Daniel's podcast pipeline works — so why can't he reuse it? Recipes, containers, and Hebrew code-switching TTS.

Daniel's Android dictation fork won't render "three point five" as a decimal. How many models does cleanup actually need?

When you call an API, are you getting the model you think you are? Inference providers quantize more than they admit.

We open the books on our AI-generated podcast: $200/month costs, 180K plays, zero sponsors. Who should we pitch?

How a spam-tracking side project became the CDN that's quietly building a new kind of cloud.

How Modal, RunPod, and other platforms handle container builds, caching, and versioning under the hood.

From try-except blocks to planning agents that route around failures intelligently.

From ComfyUI to Dify — a tour of visual tools for building modular AI workflows without writing glue code.

How to track AI spend across Open Router, Replicate, and more — without a unified dashboard.

Forget GPT-4 for scripts—specialized roleplay models like Aion-2.0 are better at character consistency and dialogue.

Discover how to train LoRAs for character consistency and unique locations while avoiding common pitfalls like over-fitting and dataset bias.

How do small teams run massive AI models without $50,000 chips? Corn and Herman dive into the hidden plumbing of serverless GPU providers.

Why does an AI see a Chinese supermarket instead of a Western one? Explore how training data shapes the cultural worldview of modern models.

Is Stable Diffusion becoming a relic? Corn and Herman debate the rise of Flux, the privacy of local AI, and the future of open-source generation.

See how AI and control nets transform abstract sketches into stunning, photorealistic designs. Architects are revolutionizing their workflow!

From hobbyist AI to high-stakes professional applications: architectural AI with ControlNet & ComfyUI.

Deepfakes, SynthID, and AI watermarking. Could your AI creations be traced back to you?

Fine-tuned ASR is just the start. Discover the next steps for deployment and maximizing usability.