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AI/TLDR

SYSTEM 11/14 · THE FIELD GUIDE

Multimodal AI

Beyond text — models that see, hear, speak, draw, and film.

4 TRACKS55 ARTICLESbeginner → advanced

Vision & Document Understanding

How models read images, screenshots, documents, and video.

Vision Language Models (VLMs)BEGINNER Vision Models for Document AIINTERMEDIATE Image Tokens & PatchesBEGINNER Sending Images to an APIBEGINNER Multimodal AI BasicsBEGINNER Image Token CostINTERMEDIATE LLM OCR vs TesseractINTERMEDIATE Sending PDFs to an APIINTERMEDIATE VLM vs Multimodal LLMBEGINNER Extracting Tables from ImagesINTERMEDIATE Vision Model LimitationsINTERMEDIATE Qwen-VLINTERMEDIATE LLaVAINTERMEDIATE Florence-2INTERMEDIATE PaddleOCRINTERMEDIATE ColPaliADVANCED

Speech & Voice

Whisper-style transcription, neural voices, and the realtime voice agent stack.

Speech-to-Text (ASR)BEGINNER AI Text-to-SpeechBEGINNER Neural Voice SynthesisBEGINNER Voice CloningINTERMEDIATE Speaker DiarizationINTERMEDIATE Realtime Voice APIsINTERMEDIATE Speech-to-Speech ModelsINTERMEDIATE Reducing TTS LatencyINTERMEDIATE OpenAI WhisperINTERMEDIATE faster-whisperINTERMEDIATE ElevenLabsBEGINNER Kokoro TTSINTERMEDIATE OpenAI Realtime APIINTERMEDIATE

Image Generation

Diffusion, prompting for pixels, and the open image stack.

Diffusion ModelsBEGINNER Prompting Image ModelsBEGINNER Image Prompts vs LLM PromptsBEGINNER Stable DiffusionBEGINNER Diffusion vs AutoregressiveINTERMEDIATE Inpainting & OutpaintingINTERMEDIATE Negative PromptsBEGINNER ControlNet & Guided GenerationINTERMEDIATE Image-to-Image GenerationBEGINNER Stable Diffusion (SDXL)INTERMEDIATE FLUXINTERMEDIATE ComfyUIINTERMEDIATE MidjourneyBEGINNER Nano Banana (Gemini)BEGINNER

Video, Audio & Beyond

The frontier modalities: video, world models, music, 3D, and any-to-any.

AI Video GenerationBEGINNER AI Music GenerationBEGINNER AI Avatars & Lip-SyncINTERMEDIATE Detecting AI ContentINTERMEDIATE Text-to-Video vs Image-to-VideoBEGINNER World ModelsINTERMEDIATE Any-to-Any ModelsINTERMEDIATE Google VeoBEGINNER RunwayBEGINNER KlingBEGINNER WanINTERMEDIATE OpenAI SoraBEGINNER