poonai.eth

I'm pinning this :p

Day 3: Vibe coded as much as possible. Still, I could only solve after I dived deeply

Day 2: Pretty tired. Didn’t move a one step. Looking forward to sleep and start tomorrow

swe in 2026

I work on the JAX team. If you're new to the field ignore this bait. The things you should focus on are understanding the math and how to program accelerators - really master your hardware and your methods. We try to make a great tool but don't obsess over tools early.

Day 1: I come be believe that aligning AI is hard as aligning humans. So pivoting to make the AI sufficiently aligned. To start with I’m going to play softmax’s cogames and see where it leads.

When I spend 1M tokens and the <div> still isn't centered

Should I post daily updates?

Everyone trying to warp AI with legacy user interface. It’s worth to rethink the computer interaction

Everyone says neural network is a black box and most of us treat as it is. But, I could not treat it as black box because I've been trained to reason about everything. Here is my new article, where I uncovered the black box for a small setup poonai.xyz/interpretabili…

I accepted the Anthropic kernel optimization problem and wrote a blog about it. Read the blog to learn about, modern optimization techniques and the reflection on my self worth😬 Spoiler: Claude performed better than me. poonai.xyz/post/i-compete…

Futuristic view. There will be no bank after 100 years. The amount are transferred as p2p in L2 layer as stable coin. It’s already happening in some countries.

Somewhere along the way we forgot why we started coding. Let’s all get back those undiluted curiosity

@VedicWisdom1 It’s not essential that monk takes vedas as authority. A seeker can in his own path.

Meat is strictly prohibited for Brahmacharis and Sanyasis in Shastras. Meat does not come under pure foods which is important for Shaucha and affects medha Buddhi which hinders spiritual progress. तत्र शौचं मृज्जलादिजनितं मेध्याभ्यवहरणादि च बाह्यम् - Yoga-Bhashya

After a lot of work, my first technical blog is live! Here I wrote about its core principles (the 5 pillars) and included a practical, hands-on guide for creating your first EC2 instance on AWS. Check it out and let me know what you think! @yashbahuguna918/devops-demystified-d03d023536d8" target="_blank" rel="nofollow noopener">medium.com/@yashbahuguna9…

@sodakeyEatsMush Interesting!! Thanks for sharing

@poonai_ Damn nice!! In fact I have worked on something very similar few months back. github.com/Saad1926Q/pape…

I've been exploring a lot of vision-language models recently. I have been writing down about all the novelties and interesting bits about each of them, and honestly really enjoying learning so much cool stuff Will probably drop a super detailed blog covering all the VLMs I go through.

a new TEE blockchain exploit just dropped. surprise! next time someone tells you a TEE can be used in web3 use cases to ensure integrity or honesty of nodes, send them this post. TEEs are web2 tech. cryptography is web3. here’s some notes showing how messy this gets: voltpillager: hardware undervolting attacks on intel sgx with a $30 tool: zt-chen.github.io/voltpillager/ glitching the amd secure processor: github.com/PSPReverse/amd… older tea stains / past scandals: from today: arstechnica.com/security/2025/… sgx fail: sgx.fail badram: badram.eu in short, past tee disasters: foreshadow (2018 speculative-exec leaks), voltpillager (2021 $30 undervolting sgx break), secret network (2022 research showed extracting the sgx consensus seed lets you decrypt past private txs), badram / sev glitches (2024 cheap memory-aliasing attacks on amd), battering-ram & wiretap (2025 cheap interposer attacks against ddr4 sgx/sev-snp). yet people still have the audacity to call TEEs “the future.” they are not, and saying this is hurting our industry.

Wrote a blog about context pruning in conversation agent with code example. poonai.xyz/posts/context-… RT for engagement pls!! 🤓

From what I can tell, everyone is locking in Sept-Dec 2025. It’s going to be an amazing year.

@poonai_ Yeah, it's simple like Go. You have choice of memory allocators, which is unique. You can write your own allocator and hand it over to Zig to use, that's powerful. And it works really well with C code, so you can just import C packages and run via Zig, with zero overhead.