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Posts by Pranav Minasandra

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I was set to lead an undergraduate research trip abroad. Then my visa was denied Through flexibility, problem-solving and the generosity of colleagues, I shepherded students through fieldwork remotely.

the amazing @mayankchugh.bsky.social once again powerfully captures the lived realities of inequality in academic mobility by sharing his experiences. this artwork "weighing" Indian and American passports hits really hard -- goes much beyond mobility privileges.

1 week ago 3 2 1 0

"The real threat is a slow, comfortable drift toward not understanding what you're doing. Not a dramatic collapse. Not Skynet. Just a generation of researchers who can produce results but can't produce understanding."

2 weeks ago 2046 648 32 35
The machines are fine. I'm worried about us. On AI agents, grunt work, and the part of science that isn't replaceable.

Hey, I wrote a thing about AI in astrophysics
ergosphere.blog/posts/the-ma...

3 weeks ago 1726 515 109 265

If you have ever thought 'I wish I could track individuals in real-time' or 'this tracker runs too slow on my laptop' or 'I want to remove observer bias in my study' or 'how could I automatise my setup?', then you'd like this project 👇

@asab.org
@ceiussi.bsky.social
@iussi-nwes.bsky.social

3 weeks ago 3 2 0 0

Woah, that's a cool bit of software, and love the documentation! We have done a bit of tinkering with YOLO, and it definitely shows promise. Maybe this is the way to go!

3 weeks ago 1 0 1 0

Such a fun project led by really talented and passionate people! If you want a free, user-friendly tracking option (live and post-hoc) check out TracktorLive! doi.org/10.64898/202...

@rasmusern.bsky.social @jutfelt.bsky.social @tnorin.bsky.social @shaunkillen.bsky.social @zegnitriki.bsky.social

3 weeks ago 8 5 1 1
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Interested in automating lab experiments or tasks with camera-trackable animals? We (@vivekhsridhar.bsky.social, @domroche.bsky.social, @iplanass.bsky.social) are launching TracktorLive, a real-time #python package for tracking and response. Video below by @iplanass.bsky.social [1/4]

3 weeks ago 22 15 2 1
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PS: Although the software is designed for tracking and response in real-time, it does a fantastic job with pre-recorded videos too. Just saying!

3 weeks ago 3 0 0 0

If you are interested to know more, head on to our pre-print: www.biorxiv.org/content/10.6...

Or, head on to GitHub and start with our docs and tutorials: github.com/pminasandra/... [4/4]

3 weeks ago 1 0 1 0
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Because of a completely parallelised architecture and a lack of reliance on deep-learning methods, the software can run quite fast with minimal latency between frames. [3/4]

3 weeks ago 3 0 1 0
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TracktorLive uses a no-AI solution, and runs easily on smaller, older, or cheaper hardware. Users don't need familiarity with computer vision or machine learning. The behaviour of the system is specifiable using copy-and-paste snippets of code called 'cassettes'. [2/4]

3 weeks ago 5 0 1 1
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Interested in automating lab experiments or tasks with camera-trackable animals? We (@vivekhsridhar.bsky.social, @domroche.bsky.social, @iplanass.bsky.social) are launching TracktorLive, a real-time #python package for tracking and response. Video below by @iplanass.bsky.social [1/4]

3 weeks ago 22 15 2 1
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🚨REPOST PLEASE! 🙏🏻
Calling all South African 🇿🇦 zoology students! You have ONE more week to apply to our Collective Behaviour Field Course
📍Two weeks at the Kalahari Research Centre
🗓️ June 2026
💸 Fully funded

Application details are at www.exc.uni-konstanz.de/cbfc
DM for any questions

3 weeks ago 9 13 1 1

Some of us put together a cool real-time tracking+ response system as a python package. Super accessible for those without much computer vision expertise. More when the paper is published. See the pre-print below! 👇

1 month ago 5 2 0 0
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Resharing this timely and important piece from the most recent #ISBE newsletter

1 month ago 0 0 0 0
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Coding After Coders: The End of Computer Programming as We Know It

One issue is, what happens when the big AI companies start charging the actual costs of running these models? I predict that future AI-agent use may be restricted to big companies and universities.

Coding After Coders: The End of Computer Programming as We Know It www.nytimes.com/2026/03/12/m...

1 month ago 2 2 1 0
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✨New Perspective out w/ Wenning Deng and @fearbrain.bsky.social in @cp-iscience.bsky.social ! We argue that social foraging gives us a unifying, and ecologically grounded way to study how decisions unfold across levels — from individuals and dyads to collectives.

www.cell.com/iscience/ful...

1 month ago 30 12 1 0

This is really interesting!

2 months ago 212 75 13 2
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New entry on my webcomic! The poem "HE TELLS HER" by Wendy Cope pminasandra.github.io/remarkable/?...

2 months ago 0 0 0 0
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pyecoacc: A python package for supervised learning of behavioural modes from accelerometer data Supervised learning of behavioural modes from body-worn sensor data, especially accelerometers, has become a transformative research tool in behavioural ecology over the past years. Due to the pop...

besjournals.onlinelibrary.wiley.com/doi/10.1111/...

2 months ago 2 2 0 0
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🧪Before the day begins, meerkats share a unique ritual. After emerging from their burrows, they spend up to an hour "sunning" to warm up for the day. During this quiet time, they produce soft, tonal "sunning calls". Just standing, sunbathing, and calling. But why❓ #bioacoustics #meerkats #kalahari

2 months ago 102 25 6 3
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'The Idea of the Brain' by Matthew Cobb What are minds? How well do we understand them? This book is the history of how people have thought about minds, brains, cognition, and the like. Covering the past, present, and predicted future of wh...

Sometimes, when I really like (or really dislike) something I read, I write a small review about it on my website. Sharing a more recent one:

pminasandra.github.io/reviews/2026...

2 months ago 2 0 0 0
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The science behind clumsiness How a snowy trip to the ER made me wonder about brains and being clumsy.

After a trip to the ER for an extremely avoidable silly accident, I started wondering about the neuroscience behind being clumsy.

Sounds interesting? Have a look at my post on Substack!

3 months ago 9 2 0 0

How are sound elements combined to make calls in this Pūkeko population in NZ? How do calls change based on where they're made in the call sequence? Read our paper to find out!

3 months ago 5 1 0 0
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Our group is looking for two MSc students to conduct a one-year research project on meerkat navigation and vocal activity at the University of Zurich and the Kalahari Research Center. Please share around!

5 months ago 2 3 0 0
Each dyad (a, b) moves through four discrete states over time, represented by coloured circles. The dyad remains in a given state for a certain duration, or "holding time", before transitioning to a new state according to state-specific transition probabilities, indicated by arrows showing all possible (non-zero) transitions. Paintings by Sofia M. Pereira & Judith von Nordheim.

Each dyad (a, b) moves through four discrete states over time, represented by coloured circles. The dyad remains in a given state for a certain duration, or "holding time", before transitioning to a new state according to state-specific transition probabilities, indicated by arrows showing all possible (non-zero) transitions. Paintings by Sofia M. Pereira & Judith von Nordheim.

New paper!

We propose a framework to empirically study animal social relationships by modelling social network (SN) data as time-series—that is, without the need to aggregate them over time.

www.biorxiv.org/content/10.1...

5 months ago 92 37 1 2
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Periodic reminder to check out my new webcomic, Remarkable Doodles!

Title: If Isaac Newton has seen further

Permalink: pminasandra.github.io/remarkable/?...

5 months ago 2 0 0 0

I have some brilliant news to share! I recently received a DFG-funded Emmy Noether 6-year grant to establish my own group in Germany. I will soon be looking for a PhD student and a research assistant to join the team and investigate how the balance of power is maintained in animal societies.

5 months ago 72 10 11 1
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🚨STOP SCROLLING, IT’S AN EMERGENCY BROADCAST📣 This message will self-destruct in 10…9…8…7…⏰ …now that I have your attention:
🧪Our new paper on Alerting Components in animal vocalization is out in AnimBehav🎉
www.sciencedirect.com/science/arti...
#AnimalBehaviour #Bioacoustics #Communication

5 months ago 14 6 1 0
But what is a Laplace Transform?
But what is a Laplace Transform? YouTube video by 3Blue1Brown

Ever since I made a video about Fourier Transforms, one of the most requested topics on the channel has been its close cousin, the Laplace Transform.

I've been having a lot of fun animating a mini-series about this topic, and the main part is now out.

youtu.be/j0wJBEZdwLs

6 months ago 415 65 11 5
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