Aaron Sengstacken @sengstacken
Machine Learning in the ☁️ Mars Joined October 2014-
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my biggest codex power user tip is to use dictation install macwhisper or whatever you like you'll just end up specifying like 3× more than you would by typing and avoid so many footguns just try it
I’ve been sharing @NotebookLM tips here for a while. Just compiled them all into one article so it’s easier to follow. All these ideas come from my personal experiments.
At Microsoft we are hosting a 9 part series covering the fundamentals of Python + AI! You'll learn about LLMs, RAG, MCP, Agents, Vector Embeddings and a lot more! Each class will have demos, code, slides and live instruction plus a weekly space for QA in our office hours.…
How to build with @NanoBanana: Complete Developer Tutorial by @patloeber. 🍌🍌 This guide will cover: 1. Using Nano Banana in AI Studio 2. Project setup 3. Image creation 4. Image editing 5. Photo restoration 6. Multiple input images 7. Conversational image editing 8. Best…
Did you know SQLite has a vector extension? 🧮 SQLite is the most used database in the world and runs on almost any device. You can now easily build AI applications leveraging SQLite-vec and the new Embedding Gemma directly on-device, no internet required. Below is an simple…
8 interesting ways people are using nano-banana (24 hrs in) - what else?
The beatings (free books) will continue until everyone looks at their data: 1. LLM Evals FAQ: maven.com/p/412512/frequ… 2. Beyond Naive RAG: Practical Advanced Methods maven.com/p/945082/beyon…
Here is how to do multimodal (PDF/Images) few-shot prompting with Gemini 2.5: ❌ Don't add your few-shots in the last "user" message ✅ Send alternating (multi-turn) messages using "user" and "model" turns. Let's say you have 2 PDFs and 2 example outputs of what you want the…
This week on Construction Physics: where are vacation homes in the US? construction-physics.com/p/where-are-va…
I cracked the code on how to generate the best Veo 3 video with Gemini API. Here are 10 video generate from a single short prompt, automatically improved with Gemini 2.5! No cherry-picks! 🤯🤯 The Secret? A Meta JSON Schema and let Gemini 2.5 generates high quality prompts with…
New Book & Video Series!!! (late 2025) Optimization Bootcamp: Applications in Machine Learning, Control, and Inverse Problems Comment for a sneak peak to help proofread and I'll DM (proof reading, typos, HW problems, all get acknowledgment in book!)
Nice - my AI startup school talk is now up! Chapters: 0:00 Imo fair to say that software is changing quite fundamentally again. LLMs are a new kind of computer, and you program them *in English*. Hence I think they are well deserving of a major version upgrade in terms of…
Nice - my AI startup school talk is now up! Chapters: 0:00 Imo fair to say that software is changing quite fundamentally again. LLMs are a new kind of computer, and you program them *in English*. Hence I think they are well deserving of a major version upgrade in terms of…
thanks @huggingface for working with us on a new intro to mcp course. check it out: huggingface.co/learn/mcp-cour…
👀Using an autonomous agent based on o3-mini and GPT-4.1, a team from Harvard, MIT & other institutions reproduced and updated an entire issue of Cochrane Reviews in two days… saving 12 person-years of work! The AI reviews captured more papers & were more accurate than humans.
I've published video, slides and a detailed annotated transcript from my talk at this week's AI Engineer World's Fair conference @aiDotEngineer in San Francisco - "The last year six months in LLMs, illustrated by pelicans on bicycles"
Amazing
The beatings will continue until everyone looks at their data

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