Uploaded June 2026 | Updated September 2026, 2 hours ago
Try out Search Atlas with a 7-day free trial here: searchatlas.com/?utm_source=louis_bouchard&utm_medium=influencer_youtube&utm_campaign=q1_inf_cam&utm_content=primary_link
► Our book Building LLMs for Production: amzn.to/4bqYU9b
►Twitter: twitter.com/Whats_AI
►My Newsletter (My AI updates and news clearly explained): louisbouchard.substack.com
►Join Our AI Discord: discord.gg/learnaitogether
How to start in AI/ML - A Complete Guide:
►louisbouchard.ai/learnai
Become a member of the YouTube community, support my work and get a cool Discord role :
youtube.com/channel/UCUzGQrN-lyyc0BWTYoJM_Sg/join
References & Links:
Latent Diffusion Models (Technical Overview)
https://people.cs.vt.edu/chris/cs6804_spring2023/slides/apoorv_generation.pdf
FLUX.2 — Black Forest Labs
bfl.ai/blog/flux-2
FLUX.2 Dev Model
https://flux-2.dev
FLUX.2 Dev (Replicate Documentation)
replicate.com/black-forest-labs/flux-2-dev/readme
Flow Matching & Rectified Flow (Comparative Analysis)
datasharepro.in/a-comparative-technical-analysis-of-open-source-video-generation-tencents-hunyuanvideo-vs-alibabas-wan2-1
Nano Banana — Google DeepMind
https://deepmind.google/models/gemini-image/
Autoregressive Model Beats Diffusion (LLaMA for Image Generation)
arxiv.org/abs/2406.06525
Chapters:
0:00 Hey! Tap the Thumbs Up button and Subscribe. You'll learn a lot of cool stuff, I promise.
00:41 The Big Misconception: AI is not just a collage
01:21 Tool Recommendation: Search Atlas for Content Ideas
02:07 Workflow: From Prompts to Pixels
03:24 What the Model Actually Learns (Statistical Maps)
05:20 Understanding Latent Space and Compression
07:28 Family 1: Diffusion (Refining from Noise)
10:46 Evolution of Diffusion: From U-Net to Transformers
12:52 Family 2: Auto-regressive Generation (Token by Token)
14:44 Why Auto-regressive Models (like NanoBanana) Feel Different
15:41 The Role of Attention in Steering Generation
17:17 Text-to-Image vs. Image Editing
19:12 Louis-François’s Personal Thumbnail Generation Process
20:18 Handling Typography and Advanced Controls
#ai #vlm #computervision
Try out Search Atlas with a 7-day free trial here: searchatlas.com/?utm_source=louis_bouchard&utm_medium=influencer_youtube&utm_campaign=q1_inf_cam&utm_content=primary_link
► Our book Building LLMs for Production: amzn.to/4bqYU9b
►Twitter: twitter.com/Whats_AI
►My Newsletter (My AI updates and news clearly explained): louisbouchard.substack.com
►Join Our AI Discord: discord.gg/learnaitogether
How to start in AI/ML - A Complete Guide:
►louisbouchard.ai/learnai
Become a member of the YouTube community, support my work and get a cool Discord role :
youtube.com/channel/UCUzGQrN-lyyc0BWTYoJM_Sg/join
References & Links:
Latent Diffusion Models (Technical Overview)
https://people.cs.vt.edu/chris/cs6804_spring2023/slides/apoorv_generation.pdf
FLUX.2 — Black Forest Labs
bfl.ai/blog/flux-2
FLUX.2 Dev Model
https://flux-2.dev
FLUX.2 Dev (Replicate Documentation)
replicate.com/black-forest-labs/flux-2-dev/readme
Flow Matching & Rectified Flow (Comparative Analysis)
datasharepro.in/a-comparative-technical-analysis-of-open-source-video-generation-tencents-hunyuanvideo-vs-alibabas-wan2-1
Nano Banana — Google DeepMind
https://deepmind.google/models/gemini-image/
Autoregressive Model Beats Diffusion (LLaMA for Image Generation)
arxiv.org/abs/2406.06525
Chapters:
0:00 Hey! Tap the Thumbs Up button and Subscribe. You'll learn a lot of cool stuff, I promise.
00:41 The Big Misconception: AI is not just a collage
01:21 Tool Recommendation: Search Atlas for Content Ideas
02:07 Workflow: From Prompts to Pixels
03:24 What the Model Actually Learns (Statistical Maps)
05:20 Understanding Latent Space and Compression
07:28 Family 1: Diffusion (Refining from Noise)
10:46 Evolution of Diffusion: From U-Net to Transformers
12:52 Family 2: Auto-regressive Generation (Token by Token)
14:44 Why Auto-regressive Models (like NanoBanana) Feel Different
15:41 The Role of Attention in Steering Generation
17:17 Text-to-Image vs. Image Editing
19:12 Louis-François’s Personal Thumbnail Generation Process
20:18 Handling Typography and Advanced Controls
#ai #vlm #computervision
