Pybonacci (no war)

@pybonacci
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Python científico en español: NumPy, SciPy, matplotlib y más. ¿Quieres colaborar? ¡Escríbenos! Mucho buen humor :)
@pybonacci
Webhttps://pybonacci.org
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Forohttps://foro.pybonacci.org

🤖 ¿Cómo usamos la IA en Civio?

Siempre hemos sido brutalmente transparentes con nuestras metodologías y este tema no iba a ser la excepción.

Hoy, compartimos contigo el código ético en el que te contamos en qué tareas está vetada, en cuáles se permite y cómo, con ejemplos claros.

Desarrollamos las claves ⬇️🧵

🔗 https://civio.es/novedades/2026/03/31/estas-son-nuestras-reglas-sobre-el-uso-de-la-ia/

Estas son nuestras reglas sobre el uso de la IA

Este código ético nace tras un debate interno en la organización y marca de forma transparente y específica, con ejemplos muy concretos, en qué tareas está vetada, en cuáles se permite y cómo.

Civio
Wow! A 1000-mile wall of Saharan dust is currently sweeping across northwest Africa 💨 See here: https://zoom.earth/maps/satellite/#view=25.287,-9.342,6z/date=2026-03-30,17:20

CEAM – Dept. of Meteorology and Climate Research new position.
Looking for candidates with expertise in climate impact modelling, extreme event analysis, and socioeconomic risk assessment, eager to contribute to high-impact research on climate risk in the Mediterranean region.
The role involves advancing integrated climate–impact–socioeconomic frameworks, supporting evidence-based adaptation strategies, and engaging with both scientific and policy stakeholders.
https://ceam.fundanetsuite.com/ConvocatoriasPropias/es/Convocatorias/VerConvocatoria/82

#AOSJobs

Información de la Convocatoria

@victorvicpal es complicado luchar contra el #TypicalSpanish

Pero no quita para que se vean muchos avances. Habrá que seguir trabajando para que lo typical malo deje de ser tan typical

El intenso viento en Teruel está provocando sensaciones térmicas de... ¡¡ -10'5 °C !! 🌬️🥶
Fine! After getting 12k visits in less than a day with the article https://en.andros.dev/blog/aa31d744/from-zero-to-a-rag-system-successes-and-failures/ , with 100 comments on Hacker News (and 1 on my website), here is a technical summary of the first few hours:

- Nginx cache solved the 99% of the problems (/media/ , /static/ and HTML render).
- ASGI, with a WebSocket server, worked fine.
- Django performed 100% well
- Django LiveView, with 130 parallel users, worked... surprisingly well. I'm surprised myself!

My server has specifications similar to a Raspbery Pi 4. Don't overthink it: Django + Nginx + Cache -> It is easy to develop and performs well.

#django #python #nginx #djangoliveview
From zero to a RAG system: successes and failures | Andros Fenollosa

A few months ago I was tasked with creating an internal tool for the company's engineers: a Chat that used a local LLM. Nothing extraordinary so far.

I don't think people fully appreciate how apocalyptic things are for US science. I haven't received any new funding since 2024, but I'm still ok since grants are typically for 3 years. This means next year I will be completely out of funding and will have to fire everyone in the lab. It's not great.

In my 25-year career, I’ve never NOT had funding. I typically have 4 to 8 grants, which you need if you’re running an observation science program and have a technician, students, and postdocs.

🚨 My graphic showing cumulative change in the mass of reference glaciers around the world has now been updated with 2025's data. We are rapidly losing ice.

Graphic available at: https://zacklabe.com/climate-change-indicators/. More info: https://wgms.ch/global-glacier-state/

This:

In [1]: %load_ext autoreload

In [2]: %autoreload 2

It's so useful and clever. Thanks #IPython developers for such a great tool 🙏