Mahmoud Soliman

NaN. DL Software @NVIDIA, opinions are my own.

[Mahmoud Soliman @mjsMLP]

Join us to build the future of JAX on GPUs and scale Pre/Post-training and RL for frontier models, we are hiring all levels:

Senior Manager, SWE – JAX: https://t.co/WZdpHidZbT

Distinguished Engineer, JAX: https://t.co/U9jz7CnDHU
(1/n)

[Mahmoud Soliman @mjsMLP]

What a time to be alive!

[Mgoes (bio/acc 🤖💉) @m_goes_distance]

most people have no idea how bright the future of humanity is getting

gene edited human embryos just hit 100% efficiency with zero detectable chromosomal abnormalities

that is basically RIP to genetic diseases on a casual Friday

we're not even mentioning:

- that the first human trial to reverse cellular aging reports results by end of 2026
- the clinical longevity pipeline has never been fuller
- AI is compressing years of drug discovery into months
- the capital flowing into all of this is accelerating faster than any point in history

this is just a glimpse of what the next 6 -18 months looks like

bio/acc

[Matthew Prince 🌥 @eastdakota]

Welp, that happened faster than I predicted. Thought it would be end of 2027, then early 2027, but agentic traffic growing so fast that bots have now passed human traffic online for the first time in the Internet's history. https://t.co/2zX5bHdhsa

[Mahmoud Soliman @mjsMLP]

In today’s world, if you don’t have agency; an agent will most definitely take your job.

[Elon Musk @elonmusk]

True

[Elon Musk @elonmusk]

The GB300 is the best AI computer

[Mahmoud Soliman @mjsMLP]

Indeed!

[tae kim @firstadopter]

WE'RE GONNA NEED A BIGGER BOAT $NVDA

[Mahmoud Soliman @mjsMLP]

Help us push compilers, kernels, and distributed training to their limits. DM me or apply directly. #NVIDIA #Hiring #JAX #GPU #MachineLearning #ReinforcementLearning #RL

[Mahmoud Soliman @mjsMLP]

Join us to build the future of JAX on GPUs and scale Pre/Post-training and RL for frontier models, we are hiring all levels:

Senior Manager, SWE – JAX: https://t.co/WZdpHidZbT

Distinguished Engineer, JAX: https://t.co/U9jz7CnDHU
(1/n)

[Mahmoud Soliman @mjsMLP]

Senior SWE, JAX: https://t.co/oGQqbRHii3 and https://t.co/8dIcZmDfBD
Senior SWE, RL Post-Training Frameworks: https://t.co/qGT6OVLdNR
SWE Intern, JAX (Fall 2026): https://t.co/wXoLr4eaJJ
(2/n)

[NVIDIA AI @NVIDIAAI]

Congrats to @IneffableLabs on today’s launch out of stealth. Super excited on our collaboration with their team.

More details to come soon.

[Zihao Ye @ye_combinator]

🚀 MLSys 2026 Contest - @nvidia Track is LIVE!
Registration is now open for the FlashInfer-Bench Challenge! Submit high-performance GPU kernels for cutting-edge LLM architectures on NVIDIA Blackwell GPUs.

Three Tracks
* MoE (Mixture of Experts)
* DSA (Deepseek Sparse Attention)
* GDN (Gated Delta Net)

Human experts AND AI agents welcome — evaluated separately. Let's see who builds the best kernels! 🤖
🎁 Prizes: Winners take home NVIDIA GPUs and are invited for presentation at MLSys 2026.
⚡ First 50 teams to register get free GPU credits from @modal - huge thanks for the sponsorship @charles_irl !

Whether you're a kernel wizard or building autonomous coding agents, we want to see what you've got.
🔗 Contest details: https://t.co/0ILK1D4Z9o

See you at MLSys 2026! 🔥

[Mahmoud Soliman @mjsMLP]

My team is looking for interns! Please reach out with your resume if you want to contribute to the state of art deep learning frameworks and compilers, powering frontier models on pre/post training and inference!

[Mahmoud Soliman @mjsMLP]

@tenderizzation We have only “Bounded” dynamic shapes, sir.

[Mahmoud Soliman @mjsMLP]

@tenderizzation The problem is you didn’t pad your input (user error)

[Elon Musk @elonmusk]

That’s for the DGX Spark 😀

This is ~100X more compute per watt than the DGX-1, the first ever dedicated AI computer, that Jensen gave me at OpenAI in 2016!

[Dylan Patel @dylan522p]

NVIDIA has widened the gap for inference rack scale architecture yet again!
Prefill specialized inference chips massively lower TCO per million input tokens on long context transformers
As usual, other AI chip upstarts will follow this with prefill specialized chips, but later

[Mahmoud Soliman @mjsMLP]

@ahmadalfy @ahmd3ssam I believe the views w.r.t software are 2012 , the 2025 picture is totally different… if you look at GitHub and look at how many containers that are Linux optimized, those paint a different picture. Food for thought. All GenAI train and mostly inferenced on Linux for example.

[Mahmoud Soliman @mjsMLP]

@ahmd3ssam @ahmadalfy https://t.co/balgjhf2jM we are just getting started 🔥

[Mahmoud Soliman @mjsMLP]

@GaryLHenderson @eightsleep @JNAranda I was able to cancel when I called them directly. Their CS when faced with “Your website is quoting a delivery date earlier than what you said my delivery would be” stated that the website dates can be delayed too. I don’t know what to call this!

[Mahmoud Soliman @mjsMLP]

@GaryLHenderson @eightsleep Order made on June 15th and got pushed twice out to beyond what a new order date is! AI loop is a not an excuse, they should have a report that shows order fulfillment rate.

@JNAranda another cancellation here please.