HW/SW Co-design of a PCM/PWM converter: a System Level Approach based in the SpecC Methodology We present a case study applying the SpecC methodology within a system-level hardware/software co-design flow to a PCM-to-PWM converter, the core of a Class-D audio amplifier. The converter was modele...

Hardware/Software co-design methodology

arxiv.org/abs/2510.22046

Física de Partículas é tema de nova série de divulgação científica nas redes Grupo da USP acaba de lançar série de vídeos que apresenta a trajetória da física de partículas e a importância da colaboração entre pesquisadores nacionais e a Organização Europeia para Pesquisa Nucl...

O Centro de Instrumentação e Física de Altas Energias da USP lançou uma série de vídeos para apresentar a trajetória da física de partículas e a importância da colaboração entre brasileiros e a Organização Europeia para Pesquisa Nuclear

I will sign-up Anthropic.

Confabulation, maybe.

True. Trying to make something better.

Yes. Look for something called Stoicism.

Kkkkkk
Lol

Great achievements of chip design.

Excellent, going to the point.

Almagestum Novum: History of Astronomy Buy Almagestum Novum: History of Astronomy on Amazon.com ✓ FREE SHIPPING on qualified orders

Riccioli's Almagestum Novum (1651) wasn't just the most comprehensive Astronomy Textbook ever.

It also linked House Grimaldi to French Royal ancestors, pushing the diplomacy that would ally Monaco with France and protect them from Italian Unification.
www.amazon.com/Almagestum-N...

Great work.
Just bought a Kindle copy. Paper version is not delivered to my country.

Number of parameters (potential connections) for the GPT models

That's a lot of parameters for a large language model.
The human brain has ~100 trillion. About 60X GPT-4.

How to Accurately Time CUDA Kernels in Pytorch In a world of increasingly costly machine learning model deployments, ensuring accurate GPU operation timing is key to resource optimization. Read more!

How to Accurately Time CUDA Kernels in Pytorch

In a world of increasingly costly machine learning model deployments, ensuring accurate GPU operation timing is key to resource optimization. In this blog post, we explore best practices to achieve this in PyTorch.

www.speechmatics.com/company/arti...

The best

Table foundation models for analytics Deep-learning typically does not outperform tree-based models on tabular data. Often this may be explained by the small size of such datasets. For image…

Slides for "Table Foundation Models"

I explain why these models can strongly outperform tree-based models, what are the intuitions,
hopefully pointing to ways forward for more improvement

speakerdeck.com/gaelvaroquau...

Ilya Sutskever NeurIPS 2024 full talk

Ilya Sutskever NeurIPS talk [video] Discussion

I love Mad Magazine

Just put together a starter pack for Deep Learning Theory. Let me know if you'd like to be included or suggest someone to add to the list!

go.bsky.app/2qnppia

Are you Sirius?

I was deeply honored to receive the 2024 VinFuture Prize from the VinFuture Foundation in Hanoi, alongside Geoff Hinton, Jensen Huang, @ylecun.bsky.social and @drfeifei.bsky.social, for our contributions to the advancement of deeplearning. vinfutureprize.org/laureates/pr...

I’m on the academic job market this year! I’m completing my @uwcse.bsky.social @uwnlp.bsky.social Ph.D. (2025), focusing on overcoming LLM limitations like hallucinations, by building new LMs.
My Ph.D. work focuses on Retrieval-Augmented LMs to create more reliable AI systems 🧵

PDF understanding is key issue for RAG.

Yes, an insightful pair programmer .

Introduction - Model Context Protocol Get started with the Model Context Protocol (MCP)

Anthropic released an interesting thing today: an attempt at a standard protocol for LLM tools to talk to services that provide tools and extra context to be used other the models modelcontextprotocol.io

We have some, many not public, developing and deploying internally, experimenting GenAI. As for public releases, I can mention the one bellow, which is LLM in brazilian portuguese:

www.maritaca.ai/en

Reposting our work here:

ieeexplore.ieee.org/document/983...

AlignEval: Upload, Label, Evaluate, Optimize A prototype tool to help you label data, evaluate output, and optimize prompts.

Evaluating LLM output is hard. For many teams, it's the bottleneck to scaling AI-powered product.

A key mistake is defining eval criteria w/o actually LOOKING AT THE DATA. This leads to irrelevant / unrealistic criteria + lots of wasted effort.

Thus I built AlignEval.com

Thanks for sharing.