Why "Context Engineering" Matters | AI & ML Monthly

Welcome to machine learning & AI monthly for August 2025. This is the video version of the newsletter I write every month which covers the latest and greatest (but not always the latest) in the world of AI and ML. Read the issues online: - AI/ML Monthly August 2025 (this video) — https://zerotomastery.io/blog/ai-and-machine-learning-monthly-newsletter-august-2025/ - AI/ML Monthly July 2025 — https://zerotomastery.io/blog/ai-and-machine-learning-monthly-newsletter-july-2025/ - AI/ML Monthly June 2025 — https://zerotomastery.io/blog/ai-and-machine-learning-monthly-newsletter-june-2025/ My links: Download Nutrify (my startup) - https://nutrify.app Download KeepTrack (my other startup) - https://keeptrack.app Personal website - https://www.mrdbourke.com My ML blog - https://learnml.io Read my novel Charlie Walks - https://www.charliewalks.com Courses I teach: Learn Hugging Face - https://learnhuggingface.com Learn AI/ML (beginner-friendly course) - https://dbourke.link/ZTMMLcourse Learn TensorFlow - https://dbourke.link/ZTMTFcourse Learn PyTorch - https://dbourke.link/ZTMPyTorch Timestamps: 0:00 - Intro 0:36 - Email Signup 0:40 - My work 1:35 - From the Internet 1:43 - Vibe code is legacy code by Steve Krouse - https://blog.val.town/vibe-code 4:12 - Writing code was never the bottleneck by Pedro Tavares - https://ordep.dev/posts/writing-code-was-never-the-bottleneck 7:10 - Building AI Products In The Probabilistic Era by Gian Segato - https://giansegato.com/essays/probabilistic-era 13:01 - Why "Context Engineering" Matters by Drew Breunig - https://www.dbreunig.com/2025/07/24/why-the-term-context-engineering-matters.html 17:45 - Tokens are getting more expensive by Ethan Ding - https://ethanding.substack.com/p/ai-subscriptions-get-short-squeezed 23:35 - Mistral show how fine-tuning a vision language model can improve satellite imagery recognition - https://mistral.ai/news/unlocking-potential-vision-language-models-satellite-imagery-fine-tuning 27:35 - Strategy Letter V by Joel Spolsky - https://www.joelonsoftware.com/2002/06/12/strategy-letter-v/ 31:05 - How Xet storage layer improves uploads and downloads on Hugging Face - https://huggingface.co/blog/parquet-cdc 33:00 - Daniel's Open-source AI of the Month 33:10 - AIDC-AI release Ovis2.5 - https://huggingface.co/collections/AIDC-AI/ovis25-689ec1474633b2aab8809335 38:05 - Google DeepMind releases Perch 2.0 - https://deepmind.google/discover/blog/how-ai-is-helping-advance-the-science-of-bioacoustics-to-save-endangered-species/ 43:15 - Meta releases DINOv3 self-supervised computer vision backbones - https://ai.meta.com/blog/dinov3-self-supervised-vision-model/ 51:30 - Google releases Gemma 3 270M, a small language model ready for fine-tuning - https://developers.googleblog.com/en/introducing-gemma-3-270m/ 56:05 - OpenAI release gpt-oss-20B and gpt-oss-120B - https://openai.com/open-models/ 1:02:25 - Allen AI release MolmoAct - https://allenai.org/blog/molmoact 1:05:45 - Qwen release Qwen-Image and Qwen-Image-Edit - https://qwenlm.github.io/blog/qwen-image/ 1:08:25 - NVIDIA release a suite of updated models - https://huggingface.co/nvidia/canary-1b-v2 1:13:55 - Google releases LangExtract, an open-source library for extracting entities from text with LLMs - https://developers.googleblog.com/en/introducing-langextract-a-gemini-powered-information-extraction-library/ 1:19:20 - OpenGVLab release InternVL-3.5 family and OpenBMB release MiniCPM-V-4.5 - https://huggingface.co/collections/OpenGVLab/internvl35-68ac87bd52ebe953485927fb 1:21:45 - Microsoft release VibeVoice-1.5B for long multi-speaker speech generation - https://huggingface.co/microsoft/VibeVoice-1.5B 1:23:40 - Research - https://research.google/blog/mle-star-a-state-of-the-art-machine-learning-engineering-agents/ 1:27:15 - Releases - https://ai.google.dev/gemini-api/docs/url-context 1:30:35 - Videos