Traveling home for a funeral today, and thinking a lot about family, and what it means to 'go home' . Wrote up my thoughts here: cognitivekintsugi.substack.c…
Fascinating Brookings Institute study on AI & children's learning. Some findings that stuck with me: (note: I'm summarizing an article on the report, haven't read the original) (1/6)
Fewer than 4% of middle/high schoolers are in "explorer mode" — deep, agentic engagement. AI layered onto a system already producing passive learners risks locking in that disengagement.
It also leveled the playing field among teachers — bringing weaker tutors up to par with stronger ones. Cost? $20/tutor/year. It doesn't beat great human teaching. It just raises the floor.
BUT: In classrooms where 1-on-1 attention is impossible, AI tutoring showed +0.23 SD gains in 6 weeks — equivalent to 1.5–2 years of normal schooling. The gap-filling potential is real.
Cognitive offloading is a tradeoff adults make knowingly. For kids, it's different — you can only offload a skill you've already built. AI shortcuts may be skipping the building entirely.
I made a helpful utility to publish your Obsidian notes to a public website with a 1-click script.
Mac Tutorial: youtu.be/g7wCk5YmyqU
Windows Tutorial: youtu.be/g7wCk5YmyqU
Github Repo for scripts + setup guide: github.com/heaversm/obsidian…
Good Will DeepSeeking (Llasa 3b)
huggingface.co/spaces/sriniv…
Here's how to build an app that does local AI code completion using @mozillabuilders #Llamafile and react / next.js youtu.be/R0Z_xHwzZhM?si=kyUM…
Example code here: github.com/heaversm/llamafil…
It's in the depths of stillness, discomfort, and absence of control that the algorithms can no longer find us. Here's where our unique gifts can be found.
link.medium.com/9Scl7bZMGOb
How to make a no-code web app in minutes using @nextjs + @vercel + Claude artifacts: youtu.be/yyljmmczrlE
@AnthropicAI
Made this app that turns an image of a spreadsheet into a workable spreadsheet instantly - spreadsheet-ocr.vercel.app/
Took about 15 minutes of work and #Claude artifacts.
The speed at which you can build low-level prototypes with ai now is astounding.
Discover how to make AI generated React web apps to automate time-consuming tasks. I made an app to turn video captions into readable text in seconds with a simple prompt to #Claude #AI.
youtu.be/RBTokPOetM0
#Productivity
☑️ Make informed voting choices with #NotebookLM! Upload your pamphlet and research links, and let AI provide cited answers on candidates' positions, experience, and more. No more sifting through pages or missing endorsements. Here's how: youtu.be/MvF1OBbMjyc #election2024
If you're using ChatGPT frequently you should probably be using prompt management.
#Mozilla's Formulaic offers free inference across multiple AI models, document uploads, cost savings, & better results. 🚀
Learn how to switch from #ChatGPT: youtu.be/am2HHEWPKb8?si=2Z2D…
#AItools
Run the new Llama 1b parameter AI model local, private, & free with @mozilla #Llamafile. Here's how: youtu.be/Lqh7egmfy4o?si=fCeZ…
(1/2) - Made a repo of some code samples that use @crewAIInc and @langchain to run mutli-agent workflows using local AI models with Ollama and @Mozilla's #llamafile:
github.com/heaversm/crew-lla…
For example,
"Identify cutting edge AI developments, then write a blog post that highlights the most significant advancements".
CrewAI will search the internet for sources of information, extract highlights, and write a post, all using a local model running on your computer.
Update - made a youtube tutorial of how to set this up, and added a file where you can create your own AI agent and tasks by answering some command line prompts .
youtu.be/OUgb3hKSn9U






