Atul Saurav retweeted
Replying to @SadhguruJV
@MFA_China @China_Amb_India @chineseEmbinUS @PRCAmbNepal
Please allow us to work there 🙏🏻 we just want to help people
Atul Saurav retweeted
Replying to @SadhguruJV
@MFA_China @China_Amb_India @ChineseEmbinUS @PRCAmbNepal @PRCAmbNL as a Dutch person from Isha, please let Sadhguru go to the site to help identify the missing people, their loved ones, my people, want to know. 🇳🇱🇧🇪 #Nepal #NepalFloods #FlashFlood #Modderstroom #Nederland
Atul Saurav retweeted
Replying to @SadhguruJV
@MFA_China @China_Amb_India @ChineseEmbinUS @PRCAmbNepal
Humbly requesting you to facilitate this request 🙏
Atul Saurav retweeted
Replying to @SadhguruJV
@MFA_China
@China_Amb_India
@ChineseEmbinUS
@PRCAmbNepal
Request Chinese and Nepal Govts to allow Sadhguru and Isha Volunteers to help in facilitating the rescue operation.🙏
Atul Saurav retweeted
Replying to @SadhguruJV
Please give permission to Sadhguru and a team of volunteers to proceed from Saga to Gyirong, to help those impacted by the flash flood and support relief efforts in any way possible. 🙏🏽
@MFA_China
@China_Amb_India @ChineseEmbinUS @PRCAmbNepal
Atul Saurav retweeted
Replying to @SadhguruJV
Sincerely requesting permission for Sadhguru and a team of volunteers to proceed from Saga to Gyirong, to help those impacted by the flash flood and support relief efforts in any way possible. 🙏🏽🙏🏽🙏🏽
@MFA_China @China_Amb_India @ChineseEmbinUS @PRCAmbNepal
Replying to @SadhguruJV
Urgent appeal to the authorities: Pls allow @Sadhguru & a small team of volunteers to reach Gyirong ASAP. Around 80 Isha Foundation pilgrims on the Kailash Yatra are missing. Their families have no info
@MFA_China @China_Amb_India @ChineseEmbinUS @PRCAmbNepal @DrSJaishankar
Atul Saurav retweeted
Replying to @SadhguruJV
We humbly appeal to the administration: please allow Sadhguru & Isha volunteers to travel from Saga to Gyirong to support search efforts & bring closure to families. 🙏
@MFA_China @China_Amb_India @ChineseEmbinUS @PRCAmbNepal @PRCSpoxNepal @IndiainNepal @EOIBeijing
Atul Saurav retweeted
Replying to @SadhguruJV
Request the authorities to let Isha extend help 🙏 @MFA_China
@China_Amb_India
@ChineseEmbinUS
@PRCAmbNepal
Atul Saurav retweeted
Replying to @SadhguruJV
@MFA_China
@China_Amb_India
@ChineseEmbinUS
@PRCAmbNepal
Appealing to the authorities to allow Sadhguru and Isha volunteers to help at Gyirong. 🙏🙏
Atul Saurav retweeted
Replying to @SadhguruJV
Urgent request: Please allow Sadhguru and Isha volunteers to support the rescue efforts in Gyirong. @MFA_China @China_Amb_India @ChineseEmbinUS @PRCAmbNepal
We understand every effort is being made from your side but this team would be a great resource in these rescue efforts
Atul Saurav retweeted
Replying to @SadhguruJV
@MFA_China
@China_Amb_India
@ChineseEmbinUS
@PRCAmbNepal
Kindly request authorities to allow @SadhguruJV and Isha volunteers to reach the site and help with the ongoing rescue operations.
Atul Saurav retweeted
Replying to @SadhguruJV
In this difficult hour, we sincerely seek permission for Sadhguru and a team of volunteers to proceed from Saga to Gyirong, to help those impacted by the flash flood and support relief efforts in any way possible. 🙏🏽
@MFA_China @China_Amb_India @ChineseEmbinUS @PRCAmbNepal
Atul Saurav retweeted
Replying to @SadhguruJV
@MFA_China
@China_Amb_India @ChineseEmbinUS @PRCAmbNepal
We appeal to the concerned authorities to permit Isha volunteers to take part in rescue and relief efforts for their loved ones. We request your kind consideration on humanitarian grounds.
Atul Saurav retweeted
Replying to @SadhguruJV
Humbly appealing to @MFA_China @China_Amb_India @ChineseEmbinUS @PRCAmbNepal to kindly facilitate this request. Families of the missing have had no information for quite sometime now. With deep gratitude for all the efforts already underway. 🙏
Atul Saurav retweeted
Yes: handwriting still matters.
A new study has confirmed that writing by hand activates far more complex and widespread neural networks in the brain than typing, underscoring its importance for learning and memory.
Researchers at the Norwegian University of Science and Technology used a high-density EEG cap with 256 electrodes to record brain activity in university students. They found that the intricate, sensory-rich movements involved in handwriting, especially cursive, trigger highly synchronized brain waves across extensive areas of the parietal and central regions. These coordinated patterns are strongly linked to memory formation, cognitive processing, and encoding new information.
In contrast, typing, which involves repetitive, simpler finger movements, produced significantly less neural connectivity and engagement. The difference was striking: the brain appears much less active during digital writing.
The researchers conclude that the unique motor and sensory experience of holding a pen plays a key role in brain development and learning. As a result, they argue that handwriting instruction should remain a core part of education to support deeper comprehension and cognitive growth in the next generation.
[ “Handwriting vs. Typing: A High-Density EEG Study on Brain Connectivity During Learning” — Norwegian University of Science and Technology (published in Frontiers in Psychology, 2025)]
Atul Saurav retweeted
Just updated the Big LLM Architecture Comparison article...
...it grew quite a bit since the initial version in July 2025, more than doubled!
magazine.sebastianraschka.co…
Atul Saurav retweeted
🚀 New technical example: @cocoindex_io + @DSPyOSS for structured extraction from intake forms
This demo shows how to build a fully-typed, incremental ETL pipeline where LLMs act as structured extractors — not monolithic black boxes in production systems.
@DSPyOSS provides a Python-first interface for defining model behavior using signatures, modules, and optimizers, replacing ad-hoc prompt engineering with declarative configuration. With @cocoindex_io , we can scale the same logic into a production pipeline with minimal effort.
✨Pipeline breakdown ✨
-> PatientExtractor: a DSPy Module using a ChainOfThought signature
-> Output: a Pydantic model, enforced and validated by CocoIndex
-> CocoIndex handles ingestion, transformation, and incremental updates with zero custom infra
💡 Why it matters
-> No bespoke OCR or regex spaghetti
-> Strong typing enforces stable schemas
-> Incremental sync means only changed forms are reprocessed
-> Clean separation between LLM reasoning (DSPy) and data infrastructure (CocoIndex)
⭐️ Code #OpenSource
github.com/cocoindex-io/coco…
If you’re building LLM-native data workflows, this is a blueprint. Blog coming soon!
#AIInfra #LLMEngineering #DSPy #CocoIndex #ETL
Atul Saurav retweeted
I've read a ton of research papers this year. And to conclude this eventful year in AI, I've compiled a selection of 10 noteworthy papers from 2023 that I am discussing in my new article: magazine.sebastianraschka.co…
To get a sneak peak, I'm covering:
- insights into LLM training runs
- new openly available LLMs
- efficient finetuning methods
- improving "small" LLMs
- pretraining on domain-specific data
- new techniques to align LLMs with human preferences
- enhancing LLMs with high-quality data and instruction sets
- ConvNet vs vision transformer comparisons
- recent developments in image segmentation
- video synthesis with latent diffusion models
I'm wishing you all a great start to 2024!
Atul Saurav retweeted
Happy birthday to Bjarne Stroustrup, inventor of C++: bit.ly/2E33g6O






















