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Khalspi

@khalspi

Finance/Accounting/Tech. Interested in cognitive and social psychology, neuroscience, and policy. Jamaican πŸ‡―πŸ‡² | White Room Student | True Neutral

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21.10.2024
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Latest posts by Khalspi @khalspi

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Task learning increases information redundancy of neural responses in macaque visual cortex How does the brain optimize sensory information for decision-making in new tasks? One hypothesis suggests that learning reduces redundancy in neural representations to improve efficiency, whereas anot...

New study finds learning makes neurons work better together, not independently. Tracking the visual cortex showed that as skills improve, neurons share more info, blending vision with expectation to build a flexible, inference-based model of the world.

#NeuroSkyence

www.science.org/doi/10.1126/...

06.03.2026 10:56 πŸ‘ 7 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0

Awesome work, using RT modelling to show clear prioritisation of semantic features during WM maintenance! Especially for information that had fallen outside the focus of attention ➑️ more evidence that β€œsilent” WM traces behave like episodic memory.

06.03.2026 10:52 πŸ‘ 13 πŸ” 4 πŸ’¬ 1 πŸ“Œ 0
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New preprint 🚨

Across multiple tasks, we show that higher-level info is more readily accessible in WM before evidence accumulation begins. Attention then boosts perceptual detail.

www.biorxiv.org/content/10.6...

A lot of fun with my colleagues @ckerren.bsky.social and @gonzalezgarcia.bsky.social

20.02.2026 15:22 πŸ‘ 46 πŸ” 16 πŸ’¬ 0 πŸ“Œ 1

This Wednesday at UCL, come by if you’re around!

06.03.2026 08:15 πŸ‘ 16 πŸ” 4 πŸ’¬ 0 πŸ“Œ 1
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New paper πŸ₯³ RL relies a lot on an agent’s capability to explore. Our strategy-guided exploration makes the agent find new solutions more efficiently. It learns faster, and in some environments its Pass@1 surpasses the base model’s Pass@128. 🧡 1/6

πŸ“„ arxiv.org/abs/2603.02045

06.03.2026 10:58 πŸ‘ 3 πŸ” 2 πŸ’¬ 1 πŸ“Œ 0

If you were interested in the original paper, but no longer have time for reading or just like videos, I recently gave a talk hosted by the kind and erudite @drmichaellevin.bsky.social, which you can now view on his youtube channel.

Thank you enormously for having me!

@jaanaru.bsky.social

06.03.2026 14:19 πŸ‘ 6 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0

Earlier this week, we published an essay by @jvoigts.bsky.social on the consequences of low peer review participation: lnkd.in/edfaWQBW. We continue the conversation on peer review today with a piece by @eblancosuarez.bsky.social about how to teach students how to be thoughtful and fair reviewers!

06.03.2026 16:41 πŸ‘ 3 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0

Peer reviewed academic journal publishing high quality research on how people write and how writing can be effectively taught. Please help us spread the word by following, retweeting and adding us to your starter pack!
@jneurolang.bsky.social

06.03.2026 18:07 πŸ‘ 0 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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🚨New Paper!🚨 How do reasoning LLMs handle inferences that have no deterministic answer? We find that they diverge from humans in some significant ways, and fail to reflect human uncertainty… 🧡(1/10)

04.03.2026 16:13 πŸ‘ 44 πŸ” 15 πŸ’¬ 3 πŸ“Œ 1
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Can large language models *introspect*?

In a new paper, @kmahowald.bsky.social and I study the MECHANISM of introspection in big open-source models.

tldr: Models detect internal anomalies through DIRECT ACCESS, but don't know what the anomalies are.

And they love to guess β€œapple” 🍎

06.03.2026 15:16 πŸ‘ 55 πŸ” 13 πŸ’¬ 2 πŸ“Œ 4
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Every time you experience something new, your brain faces a decision: Should it update an existing memory or create a new one?

In our new paper in @sfnjournals.bsky.social #JNeurosci, we isolate that exact decision, moment-by-moment during learning 🧡

06.03.2026 18:54 πŸ‘ 105 πŸ” 39 πŸ’¬ 2 πŸ“Œ 1

the human hippocampus receives convergent input from multiple sensory systems, yet we lack a basic understanding of how this structure integrates across senses.

we tackle this problem in our new preprint!

paper: doi.org/10.64898/202...

w/ Aryan Agarwal, @yannanzhu.bsky.social, & Nick Turk-Browne

06.03.2026 13:53 πŸ‘ 30 πŸ” 9 πŸ’¬ 1 πŸ“Œ 2
View of How brains build higher order representations of uncertainty | Philosophy and the Mind Sciences Philosophy and the Mind Sciences (PhiMiSci) focuses on the interface between philosophy of mind, psychology, and cognitive neuroscience. PhiMiSci is a peer-reviewed, not-for-profit open-access journal...

it's out!

@hazimi.bsky.social and i explore how higher order representations of *one's own first-order representational uncertainty* -- not representations OF noisiness in the world -- can be studied, including how they are constructed in the first place.

philosophymindscience.org/index.php/ph...

06.03.2026 04:29 πŸ‘ 38 πŸ” 11 πŸ’¬ 0 πŸ“Œ 1
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Information theoretic measures of neural and behavioural coupling predict representational drift Author summary Activity in the brain represents information about the outside world and how we interact with it. Recent evidence shows that these representations slowly change day to day, while memori...

Out now in @plos.org CB: doi.org/10.1371/jour...
Neural representations of tasks change over time, even in the absence of changes in task performance. But neurons change tuning at different rates. How does a neuron's stability relate to its interactions with the population?
#compneuro #neuroskyence

05.03.2026 13:34 πŸ‘ 51 πŸ” 18 πŸ’¬ 1 πŸ“Œ 1
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Today's evacuation orders in Beirut displace 100,000s - including elderly people, children, people with disabilities, etc. etc., all having to leave in a hurry with no idea what will happen to their homes. This kind of mass forced displacement is illegal under international law.

05.03.2026 20:39 πŸ‘ 59 πŸ” 49 πŸ’¬ 3 πŸ“Œ 4
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Israeli evacuation order for Beirut's southern suburbs sparks panic Huge traffic jams form after the unprecedented warning for people to leave the Hezbollah stronghold, as Israel steps up its strikes across Lebanon.

www.bbc.com/news/article...

- Lebanon's government sovereignty has been on the ropes for a long time, but it's now essentially dead
- The Hezbollah disarmament process has been completely discredited
- Electricity in Beirut is already unreliable and the economy near-shambles

06.03.2026 03:56 πŸ‘ 1 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0
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I saw a joke tweet saying "grep is the most important agent tool" so I decided to benchmaxx a faster grep tool in Rust.

It worked lololol

06.03.2026 03:11 πŸ‘ 25 πŸ” 1 πŸ’¬ 4 πŸ“Œ 0
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Where things stand with the Department of War A statement from Dario Amodei

I think one of the most staggering industry shifts in my 16 years as a tech reporter is that it’s not become a question of β€œshould our product help the government kill and/or surveil people?” but β€œto what extent?”

www.anthropic.com/news/where-s...

06.03.2026 03:06 πŸ‘ 1522 πŸ” 465 πŸ’¬ 36 πŸ“Œ 48

It’s not disingenuous to point out that the NYT did not run a single front page story of the Minab bombing. You don’t dispute this claim because it’s true. And the story that you reference on your webpage does not attribute blame to US/Israel and frames it as an allegation by β€œIranian state media”

06.03.2026 01:10 πŸ‘ 3352 πŸ” 777 πŸ’¬ 37 πŸ“Œ 17
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DART's impactor shifted asteroid Dimorphos' velocity by 2.7 mm/s.
Based on an asteroid density of 1500 to 3300 kg/m^3, that means the momentum enhancement factor is 2.2-4.9x thanks to kinetic energy ejecting additional debris upon impact:
www.nature.com/articles/s41...

06.03.2026 02:05 πŸ‘ 15 πŸ” 4 πŸ’¬ 0 πŸ“Œ 1

The view from the ground in Iran - people running away from the US/Israel regime's bombs.

05.03.2026 20:47 πŸ‘ 14 πŸ” 7 πŸ’¬ 1 πŸ“Œ 1
This new cycle of violence was all too predictable. For months, Israeli officials had signalled an escalation of their campaign against Hezbollah. Despite a ceasefire that ended a devastating 13-month war in 2024, Israel had continued with its bombing of Lebanon almost every day, saying the group was trying to rebuild its capabilities.
Hezbollah, however, had remained quiet, aware that any move would inevitably be met with a powerful retaliation.

This new cycle of violence was all too predictable. For months, Israeli officials had signalled an escalation of their campaign against Hezbollah. Despite a ceasefire that ended a devastating 13-month war in 2024, Israel had continued with its bombing of Lebanon almost every day, saying the group was trying to rebuild its capabilities. Hezbollah, however, had remained quiet, aware that any move would inevitably be met with a powerful retaliation.

Interesting admission by BBC

05.03.2026 15:36 πŸ‘ 495 πŸ” 133 πŸ’¬ 7 πŸ“Œ 1
A cochlea imaged in light-sheet microscopy (right) with staining for spiral ganglion neurons (red) and inner hair cells (blue). You will develop AI-based methods to analyze these structures, for example via segmentation of the individual cells (right) that will support gene therapy development for hearing loss and a better overall understanding of the anatomy of hearing.

A cochlea imaged in light-sheet microscopy (right) with staining for spiral ganglion neurons (red) and inner hair cells (blue). You will develop AI-based methods to analyze these structures, for example via segmentation of the individual cells (right) that will support gene therapy development for hearing loss and a better overall understanding of the anatomy of hearing.

Looking for a PhD position at the intersection of AI, imaging, and gene therapy? Apply for this position in my lab: tinyurl.com/2a2v6tvx

Part of sfb1690.uni-goettingen.de to study hearing, vision, and more.

Plus, you can create pretty pictures as the one below :).

05.03.2026 10:25 πŸ‘ 18 πŸ” 14 πŸ’¬ 0 πŸ“Œ 1

Feels a bit late now that all of the South and southern suburbs have been ordered to evacuate. As well as 3 major towns in Bekaa.

But I’ll take all the help we can get. I don’t expect Macron to come thru but if he can put this into action, I will take it

05.03.2026 20:55 πŸ‘ 11 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0
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Chickpeas can grow in moon dirt and make seeds Chickpeas produced seeds in simulated lunar soil, offering clues for future space farming.

Chickpeas were able to grow, flower and produce seeds in fake lunar soil that had been treated with fungi and compost.
https://www.sciencenews.org/article/chickpeas-moon-dirt-seeds-space-farming

05.03.2026 16:35 πŸ‘ 61 πŸ” 11 πŸ’¬ 1 πŸ“Œ 6

Hey science people you might like this

05.03.2026 16:56 πŸ‘ 20 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0
Drawing of the "Aeon" project, an open-source platform to study the neural basis of ethological behaviours over naturalistic timescales.

Drawing of the "Aeon" project, an open-source platform to study the neural basis of ethological behaviours over naturalistic timescales.

Are you a neuroscientist with great coding skills, or a software engineer interested in the brain?

We are recruiting for a research software engineer to help us build pipelines to process weeks of neural and behavioural recordings from freely moving animals.

More details: bit.ly/rse-2026a

05.03.2026 15:44 πŸ‘ 15 πŸ” 17 πŸ’¬ 1 πŸ“Œ 2
PNAS Proceedings of the National Academy of Sciences (PNAS), a peer reviewed journal of the National Academy of Sciences (NAS) - an authoritative source of high-impact, original research that broadly spans...

Out in PNAS:
Repetitions trigger illusory awareness in implicit statistical learning
www.pnas.org/doi/10.1073/...

We find that the presence of repetitions in sequences that follow a hidden, complex regularity makes participants think they consciously figured out the real regularity... 1/n

05.03.2026 14:49 πŸ‘ 9 πŸ” 3 πŸ’¬ 1 πŸ“Œ 0
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Excited to share the latest Olmo model: Olmo Hybrid. This is a model with gated delta net (GDN) layers in a 3:1 ratio with full attention. It follows lots of other developments like Qwen 3.5 and Kimi Linear.

05.03.2026 16:26 πŸ‘ 66 πŸ” 8 πŸ’¬ 5 πŸ“Œ 4
A photo of Doc Brown from Back to the Future holding jumper cables labelled "Deranged Activist" with a grant of NIH funding curves below it.

A photo of Doc Brown from Back to the Future holding jumper cables labelled "Deranged Activist" with a grant of NIH funding curves below it.

My weekly update on NIH funding

This includes awards made through 2/27/26

Warning: This thread contains data compiled by a known deranged_activistβ„’. Do not read while operating heavy machinery.

1/9

05.03.2026 16:38 πŸ‘ 96 πŸ” 34 πŸ’¬ 2 πŸ“Œ 7