Editing Meetups/Infra/2025-02-03 (section)

== Lessons or Demo ==
* Read aloud: clarify for meetup. We are taking notes in a riseup pad (or I am--help appreciated, and links). We have meeting notes posted to the wiki. noisebridge.net, search Infra, or Meetups/Infra. (the Infrastructure page has a disambiguation link.)
* Shell, web services, self-hosting, networking!


Speech models, 
Nvidia -- ramping up, quietly but solidly. Reimplementing stuff published a few years ago. 

Tokenizaion -- often happens in spectrum.

* https://rss.ichigo.everydayimshuflin.com/
* https://code.everydayimshuflin.com/greg/rss-reader

Written with cursor -- $20/mo. 
Have yet to try cursor against my own lengthy nix configuration.

Workflow with cursor, how fast was the iteration speed?  It comple


* more introductions

JVM engineer. 

* Theme: more -- what have you been building with llms --
* 

Tucker -- jarvis home
iOS app -- doing local development -- live update wihtout 
nginx, flask, llm 

 prompt -- you are jarvis -- you should act in this way.
 a little bit of system context gets injected -- system status, e.g. speaker  disconnection, 
 streaming back reply
 11labs -- sentence by sentence. Lower latency but lower quality speech. 
 
bottlenecks 


 overnight sleep/dream/hallucination

 secretary front end -- just dispatches task requests
 task-specific requests
 based on 

 faiss -- 

phone / watch / vuez-its $800 (sp)/$500 -- (no camera --  1) screen 2) custom code on it 3) look normal-ish  -- would love mic/speaker/camera.  Meta Orion project, $25k.  



Last few things:

- aliexpress -- oura ring formfactor, can run python code, at least hr
- streamlit -- snowflake open source -- ml demos, takes care of html
- bunnylol -- / cony. 



* Loren: make signs/designs, make networked LAN web app.