Ashish Bansal
ash-bans.bsky.social
Ashish Bansal
@ash-bans.bsky.social
Founder & CEO @StarSparkAI.bsky.social - AI Math tutors for the world
Applied ML (RecSys, NLP)
Ex Google/Amazon/Twitch/Twitter
@ash_bans on the other thing
Reposted by Ashish Bansal
“This paper suggests that the gender inequalities in children’s maths performance aren’t innate or inevitable,” says psychologist Jillian Lauer at the University of Cambridge, UK

#iTeachMath

www.nature.com/articles/d41...
When do girls fall behind in maths? Gigantic study pinpoints the moment
Analysis of almost three million children captures when ‘mathematical gender gap’ first emerges and could help focus efforts to stop girls from falling behind.
www.nature.com
July 7, 2025 at 1:35 PM
Reposted by Ashish Bansal
This is from The Tonight Show with Johnny Carson aired on May 20th, 1977.

Carl Sagan says something very important, a strong message that didn't lose any validity since then.
April 30, 2025 at 1:12 PM
Reposted by Ashish Bansal
1/12 How do animals build an internal map? In our new paper, we tracked thousands of mouse CA1 neurons over days/weeks as they learned a VR navigation task. @nspruston.bsky.social & co-1st author @johanwinn.bsky.social
Video: www.youtube.com/watch?v=yw_4...
Paper: www.nature.com/articles/s41...
Learning produces an orthogonalized state machine in the hippocampus
YouTube video by Weinan Sun
www.youtube.com
February 12, 2025 at 7:36 PM
Reposted by Ashish Bansal
Very good (technical) explainer answering "How has DeepSeek improved the Transformer architecture?". Aimed at readers already familiar with Transformers.

epoch.ai/gradient-upd...
How has DeepSeek improved the Transformer architecture?
This Gradient Updates issue goes over the major changes that went into DeepSeek’s most recent model.
epoch.ai
January 30, 2025 at 9:07 PM
Reposted by Ashish Bansal
SWE-Bench has been one of the most important tasks measuring the progress of agents tackling software engineering in 2024. I caught up with two of its creators, @ofirpress.bsky.social and Carlos E. Jimenez to share their ideas on the state of LLM-backed agents.

www.youtube.com/watch?v=bivZ...
SWE-Bench authors reflect on the state of LLM agents at Neurips 2024
YouTube video by Jay Alammar
www.youtube.com
January 13, 2025 at 2:29 PM
Reposted by Ashish Bansal
Happy New Year! To kick off the year, I've finally been able to format and upload the draft of my AI Research Highlights of 2024 article.
It covers a variety of topics, from mixture-of-experts models to new LLM scaling laws for precision:
Noteworthy AI Research Papers of 2024 (Part One)
Six influential AI papers from January to June
magazine.sebastianraschka.com
January 1, 2025 at 2:12 PM
This could be one way to manage hallucinations
luok.ai luokai @luok.ai · Dec 24
Meta has proposed a new type of Large Concept Model (LCM), which differs from traditional Large Language Models (LLMs) in two main aspects:
December 24, 2024 at 2:51 PM
Reposted by Ashish Bansal
#NeurIPS2024 wrapped up last week. I put together a curated reading list for #DeepRL and #reinforcementlearning work. (represents my interests).

Talks and workshops:
third-crowd-c77.notion.site/NeurIPS2024-...

Curated reading list
fracturedplane.notion.site/NeurIPS2024-...

#Holidayreading
NeurIPS2024 Related RL papers | Notion
Deep RL papers
fracturedplane.notion.site
December 23, 2024 at 7:38 PM
Fantastic read on OpenAI o3’s ARC benchmark results
December 23, 2024 at 3:32 PM
Something to think about given the performance in context of ARC prize
December 22, 2024 at 5:12 PM
Nice list of papers!

(Get Well Soon @sebastianraschka.com )
Hey all, I've been a bit quiet the last couple of weeks as I am recovering from an accident & injury.

Unfortunately, I couldn’t write my yearly AI research review this year, but here’s at least a list of bookmarked papers you might find useful: magazine.sebastianraschka.com/p/llm-resear...
LLM Research Papers: The 2024 List
A curated list of interesting LLM-related research papers from 2024, shared for those looking for something to read over the holidays.
magazine.sebastianraschka.com
December 22, 2024 at 5:10 PM