Hadi

YouTube video by Cynthia Erivo - Topic No Good Deed

www.youtube.com/watch?v=QTv_...

No Good Deed · Cynthia Erivo 🔥

Love the Sonnet 4.5 persona :)

Alright 🧪

That time of the year again for random sketching during teaching

Scientists have developed an imitation learning-based method that enabled a robot to learn 1000 distinct manipulation tasks from less than 24 hours of human demonstrations.

Learn more in #ScienceRobotics: https://scim.ag/48b53qD

Slow convergence: Career impediments to interdisciplinary biomedical research | PNAS Despite the long-standing calls for increased levels of interdisciplinary research as a way to address society’s grand challenges, most science is ...

Slow convergence: Career impediments to interdisciplinary biomedical research | PNAS www.pnas.org/doi/10.1073/...

Towards mutualism: reconciling differences between field and EO data Towards mutualism: reconciling differences between field and EO data

Towards mutualism: reconciling differences between field and EO data
newsletter.cecil.earth/p/towards-mu...

Be careful who you jump into embed with… The path to reliable, globally robust geospatial AI lies not just in bigger models, but in models that respect the fundamental geographic laws that govern our planet.

www.edparsons.com/2025/11/be-c...

Structured, replicable correctness and defense of subjective decisions/conventions are two different epistemologies, necessary to weave understanding

Repeat after me: annual consistency in annual maps is not a given

One productivity-boosting feature of Positron: run multiple R sessions, each with its own environment (R process/kernel e.g. version, packages) and workspace

Well...
(also this simply can't be learned overnight..)

Team Roles and Agreements As you Build Your Team to bolster experience on your NIH application, discuss possible team roles with your colleagues.

www.niaid.nih.gov/grants-contr...

Collaboration and coauthorship work best when roles and commitments are formalized in writing 👍

A view of the Earth's Northern Hemisphere. New research reveals that Earth's Northern Hemisphere is growing darker faster than the Southern Hemisphere is. Image credit: Bill Anders, Public domain, via Wikimedia Commons

Satellite data show both hemispheres reflect less sunlight—but the Northern Hemisphere is darkening faster. The finding challenges Earth’s natural albedo balance and raises key climate questions.

In Smithsonian Magazine: https://ow.ly/vGV750XpsR9

In PNAS: https://ow.ly/jO4K50XpsA6

For something quick, user ergonomic in R is really top

Why are cloud consoles not the easiest to navigate

Having different coding companion models is like working with a team of “technical colleagues”, all ready to brainstorm, test ideas, and dive deep into code :)

Print-display-debugging: when you’re merging data from everywhere, building fast, but still want to stay careful (It slows us down, but it’s good to always look at the map for sanity check)

"Geospatial Failures, Problem Selection, Being an Analyst/Scientist is Hard" open.substack.com/pub/christop...

These two legends :)
The statistical-learning perspective makes modern deep learning feel so much more intuitive
youtube.com/playlist?lis...

"Talk is cheap. Show me the code." - Linus Torvalds

hmm in-line suggestion in ipynb notebook (R kernel) suggests markdown code and is not aware of other cells?

Github Copilot now supported in Positron Assistant Chat

dplyr but make it bussin fr fr no cap `genzplyr` is an alternative syntax for `dplyr` that replaces boring old function names with GenZ slang. Your data wrangling is about to hit different.

😂
hadley.github.io/genzplyr/

But wow once you figured out the data export, the possibility of all kinds of analysis at such a fine spatial resolution and long time span 😲

Calibrating expectation of non-geospatial folks that global data export at high-res, long-term is easy peasy, is a routine 😅

Different culture of evidence - but fundamentally truthseeking (within constraints)